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    The Impact of Cloud Computing: Opportunities for Software Engineers by Professionals such as Abhishek Desikan
    By leveraging cloud platforms, software engineers can scale applications with ease, access powerful tools, and collaborate globally. These capabilities promote faster development cycles and increased productivity. As a result, the demand for engineers skilled in cloud technologies continues to grow across industries. Moreover, cloud computing has introduced new architectural models, such as microservices and serverless computing, that align well with modern development practices. These advancements enable engineers to focus more on coding and less on infrastructure, ultimately leading to better software solutions. This blog explores how cloud computing reshapes the software engineering field and highlights key opportunities available to professionals today. Streamlining Development Process…  ( 5 min )
    # How to Upgrade All NPM Packages in a Project using `ncu`
    How to Upgrade All NPM Packages in a Project using ncu If you're working on a Node.js or Next.js project and want to upgrade all your dependencies to their latest versions, here's a quick reminder guide using npm-check-updates (ncu). npm-check-updates Globally npm install -g npm-check-updates ncu This shows you which packages in your package.json are outdated. ncu -u This installs the updated versions into your node_modules. rm -rf node_modules package-lock.json npm install Useful if you want a clean dependency tree after upgrading.  ( 3 min )
    How We Built an MVP Marketplace Platform with a Scalable Hybrid Architecture
    Building Smarter, Not Harder In today's fast-moving digital economy, launching a marketplace quickly while ensuring long-term scalability is a major challenge for startups and entrepreneurs. At Beitroot, we specialize in MVP development, web app development, and marketplace platforms that empower founders to validate ideas rapidly without compromising future growth. In this blog post, we'll walk you through how we built an MVP for the N8tive marketplace using a hybrid architecture that blends Shopify's powerful e-commerce engine with a custom-built backend. Platform was envisioned as a modern, vendor-first marketplace that connects sellers and buyers in a seamless environment. The founders wanted the MVP to be launched quickly, support real-time operations, and offer full control over ve…  ( 5 min )
    Integrate AI into Your WordPress Site
    Artificial Intelligence is no longer a luxury; it's necessary for WordPress users who want to stay competitive. From automating repetitive tasks to delivering personalized user experiences, AI tools can transform your site's efficiency and engagement. Here's how to implement AI without coding, using today's top plugins. Why WordPress Needs AI in 2025 Instant Content Creation: In seconds, generate blog drafts, product descriptions, or meta tags. Smarter SEO: AI analyzes search trends and optimizes real-time content. 24/7 Customer Support: Chatbots handle FAQs while you focus on strategy. Proactive Security: Detect malware, brute-force attacks, or suspicious activity before it impacts your site. 3 Steps to Add AI to WordPress 1. Identify Your Needs Content bottlenecks? → AI writers (e.g., Ja…  ( 3 min )
    Types of Machine Learning Algorithms
    Machine learning (ML) algorithms analyze data to uncover patterns and generate insights. Based on their training approach and objectives, they can be categorized into four main types: Supervised learning uses labeled data (input features + corresponding output labels) to train models. The algorithm learns to map inputs to outputs, making predictions on new, unseen data. It’s divided into three key tasks: Classification: Predicts discrete categories (e.g., spam detection). Regression: Predicts continuous values (e.g., house prices). Forecasting: Predicts future trends (e.g., weather forecasts). Example: Predicting stock prices or customer churn. Unsupervised learning works with unlabeled data, identifying hidden structures or patterns. Since there’s no "correct answer" provided during training, the algorithm explores similarities/differences autonomously. Common techniques include: Clustering: Groups similar data points (e.g., customer segmentation). Dimensionality Reduction: Simplifies data while preserving key features (e.g., PCA for visualization). Example: Market basket analysis or anomaly detection. A hybrid approach combining small amounts of labeled data with large unlabeled datasets. This is cost-effective when labeling data is expensive or time-consuming. Applications: Speech recognition, medical image analysis. RL trains an agent to make decisions via trial and error, using feedback from rewards/penalties. The agent learns optimal strategies by interacting with an environment. Use Cases: Game AI (e.g., AlphaGo), robotics, autonomous vehicles.  ( 3 min )
    Why Your MongoDB Transactions Aren’t Working in Docker — and How to Fix It 🚨
    You’ve added startSession() and startTransaction() to your Mongoose code, only to be greeted with: Transaction numbers are only allowed on a replica set member or mongos If you’re running MongoDB in a standalone Docker container, transactions simply won’t fire — because MongoDB requires a replica set (even if it’s just one node) to support transactions. Let’s break this down from the ground up — no prior MongoDB knowledge assumed. A replica set is a group of MongoDB processes that maintain the same data set. One member is the primary, which receives all write operations. The others are secondaries that replicate (copy) data from the primary in real time. Primary: accepts reads (depending on your read preference) and all writes. Secondary: copies data from primary; can optionally serve re…  ( 6 min )
    Building Indie Games, a Brand, and a Mission — One Commit at a Time
    While most people market first and build later, I’ve been doing the opposite — slowly developing my ecosystem from scratch: A Firebase-powered portfolio Dynamic blog and media embedding systems Infinite scroll content modules Custom routing and modal systems Schema and SEO baked in early All of this under the Formant banner, a personal brand where I make games inspired by the animals in my life, with the long-term goal of funding an animal sanctuary. The code is clean(ish), the goals are real, and the foundation is taking shape. With a few grants already secured and projects shipping soon, it feels like the right time to start showing more of the process. Check it out here: https://www.formant.ca Feedback, support, or fellow indie devs always welcome.  ( 3 min )
    Why Does Your Code Work on Your Laptop But Breaks in Production? 💻➡️💥
    The classic developer nightmare that birthed the DevOps movement # Your laptop $ npm test ✅ All tests passing $ npm start ✅ Server running perfectly # Production server $ npm start 💥 EVERYTHING IS ON FIRE 🔥 Sound familiar? Let's dive into why this happens and how to fix it. Your development environment is like a perfectly controlled lab. Production? That's the wild west. Development: { "node": "16.14.2", "os": "Windows 11", "memory": "16GB", "database": "local", "env_vars": "all_present", "mode": "debug" } Production: { "node": "18.12.1", // ⚠️ Version mismatch! "os": "Ubuntu 20.04", "memory": "2GB", // 😱 Resource constraint "database": "remote_with_limits", "env_vars": "missing_secrets", // 💀 Classic "mode": "production" } // Works locally const secret…  ( 4 min )
    A case of endonasal balloon-assisted dacryoplasty right after disappointment associated with endonasal dacryocystorhinostomy.
    Zhicheng Zhang, Zhen Zhang, Zhenyu Sun, Shaoqi Zhan, and Guoxiong Wang, the guest editors of this special collection, present a brief survey of the field and highlight the most advanced work included within this compilation in their editorial. Radiofrequency catheter ablation creates recoverable myocardial tissue surrounding stable core lesions, with variability in the spatial distribution dictated by the means of energy delivery. Over 20 million yearly infections are a consequence of the RNA virus, Hepatitis E virus (HEV). The polyprotein encoded by the HEV ORF1 is essential for the genome's replication, yet the precise structural contributions of its diverse subdomains remain elusive. Analysis of our data reveals ORF1 as a multi-functional protein, resistant to proteolytic cleavage. Th…  ( 7 min )
    Kubernetes Deployment with Two-Path Ingress Routing on EKS via Kubernetes Ingress Route Paths
    Business Use Application/Relevance: This project shows how to create multi-path traffic directions for two different kubernetes deployments(nginx vs apache). In production workspaces this could be used to provision different paths for getting to different web applications hosted by a company. Challenges I Faced and How I Solved Them: Failed nginx & apache endpoints. This happened due to routing complexities. I had to do some debugging and documentation reading to figure this out. Project Steps: Creating Terraform Files For EKS Cluster and EBS attached volume: - I will navigate to GitHub.com and create a new repository: I will create a dev branch for testing before merging with my main branch: I will then clone the repository onto my local machine(I used GitHub desktop): I will t…  ( 7 min )
    Why Hybrid Cloud Isn’t Just a Buzzword, It’s a Business Imperative in 2025
    In today’s fast-evolving tech landscape, companies no longer ask if they should move to the cloud; they ask how. And increasingly, the answer isn't one cloud but a combination of many. Welcome to the era of Hybrid Cloud Architecture, a strategy that combines the best of both private and public cloud environments to deliver flexibility, scalability, and security, all while aligning with unique business requirements. But here’s the catch: many organizations still struggle to understand what “hybrid” truly means beyond marketing jargon. Let’s break it down and see why it's more than just a trendy phrase, it’s a blueprint for the modern enterprise. So, What Is Hybrid Cloud? Unlike a purely public or private model, hybrid architecture gives you: Control over sensitive data On-demand scalability…  ( 4 min )
    As A DevOps Engineer: What Are The Best Practices To Boost Performance? Any Expert Who Can Guide Through This To All
    A post by Shlok Talepa  ( 2 min )
    Fullstack Authentication with Next.js and ASP.NET Core over Secure Cross-Domain Cookies
    A complete, production-ready fullstack authentication setup using Next.js frontend and ASP.NET Core backend, with secure session cookies, OTP login via SMS, reCAPTCHA validation, and multi-device setup over local or public networks. This guide walks through setting up a secure user authentication system in a microservices-like architecture with a React-based frontend (Next.js) and a .NET Core backend (ASP.NET Core). It features: In modern web development, creating a robust authentication system that works seamlessly across separate frontend and backend services can be challenging. In this article, I'll walk through how to implement a secure authentication flow using ASP.NET Core for the backend API and Next.js for the frontend, with special attention to cookie-based authentication across d…  ( 4 min )
    Is devstral really agent friendly?
    I've been dying to find a reliable lightweight local model to pair with my agent Goose so I can run everything locally and keep my work private. Every time a new local model drops, I think "is this it? are we finally here?" and each time, I'm disappointed. Today was no different 😔 Ollama's announcement of devstral stopped me in my tracks. They specifically touted that the Minstral AI model was "designed to excel at agentic coding tasks". When testing models for agentic capabilities, I run through a sequence of prompts. Here's how devstral performed. Note that I lowered the temperature of devstral to 0.2, which is better for exact tasks like tool calls. However, at its default temperature, the results were comparable. Create a file at ~/workspace/loose-goose/tool-test.txt with the content…  ( 6 min )
    Introduction to Object-Oriented Programming (OOP) in JavaScript
    Are you new to JavaScript and wondering what Object-Oriented Programming (OOP) is all about? 🤔 This beginner-friendly video will help you understand the fundamentals of OOP and how they apply to JavaScript in a practical, real-world way. 📌 What You’ll Learn ✅ What is OOP and why it's important ✅ Core OOP concepts: Classes Objects Methods Properties ✅ How OOP helps you write clean, modular, and maintainable code ✅ Simple code examples using modern JavaScript (ES6+ syntax) ✅ A mini real-world example to reinforce your understanding Even though JavaScript started as a prototype-based language, modern JS (ES6+) supports class-based syntax that makes learning and applying OOP concepts easier than ever. If you're planning to work with frameworks like React, Angular, or Node.js, having a good grasp of OOP is essential. This video is perfect for: Beginners learning JavaScript Developers transitioning from procedural to object-oriented thinking Anyone who wants to clean up their code structure 🎥 Intro to OOP in JavaScript (YouTube) Got questions? Drop them in the comments under the video. Like, share, and subscribe if you found this helpful! YouTube Channel LinkedIn Dev.to JavaScript #OOP #LearnToCode #WebDevelopment #JavaScriptForBeginners #Coding  ( 3 min )
    Comparing open source PDF libraries (2025 edition)
    Many developers rely heavily on libraries to manipulate and generate PDFs—especially in web and server environments. But the open source landscape for PDF handling is fragmented. Each library serves a slightly different purpose, with varying degrees of browser or Node.js support, form capabilities, and flexibility. In this article, we compare the most relevant libraries in 2025 and highlight which use cases they best serve. Before we dive into individual libraries, here’s a quick side-by-side look at how the top JavaScript PDF tools compare in terms of use case, support, and developer experience. Library Primary Use Case Runs In Form Support Rendering PDF Generation Maintenance (2025) Ease of Use pdf-lib PDF creation and manipulation (Node + browser) Node.js & Browser Basic AcroForm…  ( 6 min )
    Why Mobile Apps Need CI/CD: Escape the "Works on My Machine" Twilight Zone 🚨📱
    You’ve just shipped a "minor" hotfix. Two hours later, your Slack blows up: 🔴 “Login screen crashes on Pixel 6!” 🔴 “TestFlight build rejected—invalid provisioning profile!” 🔴 “Why is the app 200MB?!” Cue the cold sweat. Mobile development without CI/CD isn’t just chaos—it’s a time-travel horror story where past mistakes haunt you daily. Let’s break the cycle. The Mobile Dev’s Curse (And How CI/CD Breaks It) Building mobile apps is like assembling IKEA furniture in a hurricane: Fragmentation Fury: 10,000+ Android devices, 5 iOS versions, and a QA team with a vendetta. App Store Roulette: Waiting 24hrs for TestFlight approval just to find a typo. Signing Certificate Voodoo: “Why does this $@#% build work on Tim’s Mac but not mine?” Without CI/CD, you’re not a developer…  ( 4 min )
    How PostgreSQL logical decoding and plugins work
    When you're building a change data capture (CDC) pipeline with PostgreSQL, one of the first decisions you'll make is which output plugin to use. These plugins determine how your database changes get formatted and delivered—whether you're replicating to another Postgres instance, streaming to Kafka, or delivering changes to a webhook. But what exactly are these plugins, and how do they differ in practice? Let's dive in with a concrete example and explore your options. To understand how different output plugins work, let's start with a simple scenario. We'll set up logical replication, make a change, and see how different plugins format that change. First, you need to enable logical replication in PostgreSQL. You can read the Sequin docs to get specific instructions for Postgres providers li…  ( 7 min )
    Error MikroTik DNS over HTTPS After Upgrading to 7.19
    Hey fellow network admins! 👋 So I've got this habit of keeping my MikroTik router updated to the latest firmware version. Usually, it's smooth sailing - upgrade, reboot, everything works perfectly. But recently, I hit a weird snag that had me scratching my head for a while. I just upgraded my MikroTik from version 7.18.2 to 7.19, expecting the usual seamless experience. Instead, my users suddenly couldn't browse the internet. Not exactly what you want to hear on a Monday morning! 😅 Time to fire up WinBox and see what's going on. After connecting to my router, I started digging through the logs and found this lovely error message repeating over and over: DoH server connection error: SSL: ssl: no trusted CA certificate found (6) Well, that's not good. DNS over HTTPS was basically throwin…  ( 5 min )
    Linux in Action: Mastering ACLs (Access Control Lists) for RHCSA
    Introduction Basic Unix permissions (rwx) work well for many scenarios—but they can fall short when we need fine‑grained access control. Access Control Lists (ACLs) extend the traditional model, allowing you to grant specific permissions to additional users or groups without altering the file’s primary ownership. ACL management is a core skill assessed in the Red Hat Certified System Administrator (RHCSA) exam and is vital for real‑world multi‑tenant environments. 📌 This guide focuses on the exact depth of ACL knowledge required for RHCSA, with practical demonstrations you can reproduce in a lab. What Are ACLs and Why Use Them? Viewing Current ACLs with getfacl Granting Permissions with setfacl -m Default ACLs for Directories Removing ACL Entries Best Practices and Exam Tips Real-Worl…  ( 5 min )
    Claudinator 4: Judgment Day for Manual Debugging (72.5% of Bugs Terminated)
    Claude 4 finally released! I just witnessed something that made my 25+ years of coding experience feel ancient. Anthropic dropped Claude 4 Opus and Sonnet at their first-ever developer conference, achieving a 72.5% SWE-bench score — not just beating the competition, but obliterating them. Quick SWE-bench explainer: It's the gold standard for testing AI coding ability. Real GitHub issues from popular Python repos, where AI must understand the codebase, write fixes, and pass actual tests. Think debugging in the wild, not toy problems. Remember when we used to manually debug for hours? Those days are officially dead. BENCHMARK DESTRUCTION: 🎯 Claude 4 Opus: 72.5% SWE-bench 🎯 Claude 4 Sonnet: 72.7% SWE-bench (yes, Sonnet beat Opus!) 😬 GPT-4.1: 54.6% (ouch) 😬 DeepSeek R1: 49.2% (double ou…  ( 7 min )
    Welcome to dev community
    Hi Everyone I am happy 😊 to be in this community and hope to learn more in it everyone  ( 2 min )
    AI for New Developers – Part 1: What AI Can (and Can’t) Actually Help With
    💡 Getting started with AI-assisted development — without skipping the fundamentals. Whether you're brand new to coding or coming back after a break, it's tempting to lean on AI tools like ChatGPT, Windsurf, or Cursor to fill in the gaps. But here's the truth: AI can help — but it can't do the learning for you. This post breaks down: What AI tools are actually good at when you're learning Where they fall flat (and why it's not their fault) How to use AI without losing grip on the fundamentals Why "knowing what to ask" is just as important as knowing how to code ⚠️ If you're just starting out, this is the real-world reality check you didn’t know you needed. 👉 Full series available here: AI for New Developers – Part 1 on The Captain Dumbass Forum This is Part 1 of a 5-part guide on how beginners can leverage AI tools without falling into the trap of skipping the hard stuff. Posts drop every Monday, Wednesday, and Friday. Originally published at forum.thecaptaindumbass.com.  ( 3 min )
    In-depth Look at JavaScript's Internal Slot Mechanics
    In-Depth Look at JavaScript's Internal Slot Mechanics Introduction JavaScript, as one of the most ubiquitous programming languages, primarily serves as the backbone of web applications. Though much attention is paid to the language's syntax and semantics, fewer discussions delve into the subtleties that power the JavaScript engine and its internal mechanics. Among these intricacies are the concepts of internal slots, a cornerstone of how JavaScript manages data structures, privacy, and encapsulation. This article endeavors to furnish a detailed exploration of internal slots, their historical context, practical applications, performance implications, and advanced debugging techniques. The term "internal slots" originates from the ECMAScript specification, specifically as a mean…  ( 6 min )
    [Boost]
    Game developers who are not artists, how do you manage? SamuraiX[13~] ・ May 22 #gamedev #design #discuss  ( 2 min )
    How I Manage Localhost Port Conflicts With an AI Agent
    Localhost Ports Hoarding I'm perpetually drowning in open tabs. Yes, I do need Bluesky, ChatGPT, Claude, Goose, Cursor, Discord, Slack, Netflix, and Google Docs all open at the same time. I've learned that tab management isn't my only vice. "Hi, my name is Rizel, and I'm a localhost ports hoarder. 👋🏿" It always starts innocently with me running one project that uses localhost:3000. Then a teammate pings me to review their PR. Their project also runs on localhost:3000. Fortunately, modern frameworks are smart enough to automatically bump to ports 3001 or 3002. Before I know it, 3003, 3004, and 3005 are running too, and my laptop sounds like it’s about to take off as it crawls under the weight of too many processes. Typically, freeing up ports involves running the following commands: # S…  ( 4 min )
    Tools and Demo Based on Existing .NET JSON Schema Components
    Tools and Demo Based on Existing .NET JSON Schema Components While there are variety of JSON schema tools since the introduction of JSON schema, this project is focused on the following: Existing .NET (Framework) components that can generate JSON schema from POCO classes or generate POCO classes from JSON Schema. Introduce locally run tools. Develop CLI tools for transforming POCO to JSON schema. Compare with different components of generating JSON schema. If a .NET developer who prefer code first approach, you would often create POCO classes first for various purposes, and generate meta data like XML schema, JSON schema, database schema, WSDL and Swagger/OpenAPI definition. The goal of these project is to find the "best" .NET component that can generate JSON schema from a complex POCO c…  ( 8 min )
    What Is a Multisig Wallet?
    The world of cryptocurrency is still very much like the Wild West, not just in terms of price volatility but also regarding security. Holding digital assets is still very risky, from forgetting your private keys to hacks that steal billions of dollars. This is why the question “What is a multisig wallet?” is one that is very relevant and important, and often searched for online. Consider that in 2022 alone, hackers managed to steal over $3.8 billion in crypto. Most of this was done by defeating wallet or protocol security measures. This is where multisig wallets or multisignature wallets come in. These wallets are like shared vaults and offer better security by requiring multiple approvals for every transaction. In this article, I’ll take a look at what a multisig wallet is, how they wor…  ( 9 min )
    Tailwind CSS 2025: The Future of Utility-First Styling is Here
    Tailwind CSS 2025: The Future of Utility-First Styling is Here Tailwind CSS has once again set the standard in front-end development. With the 2025 update, developers gain access to smarter features, improved JIT compilation, native container queries, and semantic design token support — all geared toward faster, more maintainable styling. 👉 Full breakdown on DevTechInsights: Tailwind CSS 2025: What’s New and How to Use It Efficiently 📰 Medium version of this article: Read on Medium Tailwind 2025 introduces: 🔁 Smart Variant Inference – Cleaner responsive class management 🎨 Semantic Tokens – Streamlined theming for scalable design systems 🧩 Component API (Beta) – DRY utility-first development Tailwind’s JIT mode is now the default and outperforms legacy builds in every key area: Feature JIT Engine Traditional Build Build Speed < 1s Several seconds Dev Server Start Fast Slower Final Bundle Size Smaller Larger Unused Styles None Common // tailwind.config.js module.exports = { content: ['./src/**/*.{html,js}'], theme: { extend: {}, }, plugins: [], } @apply: .btn-primary { @apply px-4 py-2 bg-blue-500 text-white rounded-lg hover:bg-blue-600; } // tailwind.config.js theme: { colors: { brand: { light: '#3AB0FF', DEFAULT: '#0081CF', dark: '#005B99' } } } Tailwind Play Headless UI Heroicons PostCSS + PurgeCSS Guide Q1: Is Tailwind still worth using in 2025? ✅ Yes. With new features, Tailwind is faster and cleaner than ever. Q2: What’s the biggest performance gain in 2025? 🚀 The JIT engine, drastically improving dev experience and reducing bundle sizes. Q3: Can you use Tailwind with frameworks like React/Vue? ✅ Absolutely. Tailwind integrates seamlessly with modern frameworks. 👉 Read Full Blog Post on DevTechInsights 👉 Read This on Medium 👉 Tailwind CSS Official Docs 👉 Heroicons (Free SVG Icons)  ( 4 min )
    angular
    A post by Malaclypse  ( 2 min )
    Migrating from Tailwind CSS v3 to v4: A Complete Developer's Guide
    Introduction After years of development, Tailwind CSS v4.0 has finally landed, and it's a complete game-changer. Having worked with Tailwind since its early days, I can confidently say this is the most significant update we've seen. The performance improvements alone are worth the upgrade, but there's so much more. In this comprehensive guide, I'll walk you through everything you need to know about migrating from v3 to v4, including the challenges I encountered, solutions to common problems, and my honest thoughts on what this means for your development workflow. Before diving into the migration process, let me share why this upgrade is worth your time. After testing v4.0 on several production projects, the benefits are undeniable: The numbers speak for themselves. In my testing, I saw: …  ( 8 min )
    The Challenge of Error Handling in Modern Applications, a pragmatical approach.
    The days when adding dynamism to a web page was limited to a few lines of jQuery are long gone. Modern web applications are complex ecosystems, interconnected with APIs, databases, and external services. This inherent complexity brings with it a constant and often underestimated challenge: error handling. In my years of experience, I’ve seen how poor error handling can crush the user experience (UX), hinder the traceability of problems, and not less important, affect the developer experience (DX). What happens when your application can't get data from the server? The possibilities are endless: an internal server error (5xx)? An authorization problem (4xx)? Perhaps your application expected a nested object like foo.bar, but bar never arrived in the response? Or a user encountered an unexpec…  ( 16 min )
    The Rise of Hybrid Frameworks
    Just a decade ago, web development was straightforward: all rendering was done server-side, meaning each click on a hyperlink loaded a new page with fully-rendered HTML. This thin client setup allowed browsers to seamlessly handle navigation and made the system ideally suited for search engine indexing. As the internet evolved, so did user expectations. Websites were no longer just static pages of information, but needed to be interactive with features such as real-time updates and dynamic content. This demand led to the creation of Single Page Applications (SPA), where the backend transformed into an API serving data, and the frontend handled rendering and interactions. In mid-2000s Gmail revolutionized web development by becoming the first true SPA project. Its seamless user experience i…  ( 6 min )
    Android XR Revealed: Google's Smart Glasses Powered by Gemini AI
    Android XR: Google’s Smart Glasses Powered by Gemini AI Google introduced Android XR to bring Gemini AI into smart glasses and headsets for hands-free, real-time assistance. bitdegree.org  ( 3 min )
    Summer 2025 Internships at Fermyon
    We’re looking for Summer Interns who can help developers understand and succeed with WebAssembly tools - and help bring about the next wave of cloud computing! You’ll collaborate with our Product, Engineering, and Sales teams, work with Fermyon’s products and CNCF-backed open source technologies like Spin. This is a great opportunity for someone who enjoys building, learning, and communicating—whether you're experimenting with the local developer experience, documenting a customer use case, or creating a sample that highlights a core platform feature. Fermyon is committed to a culture of belonging, inclusivity, and respect. We believe that different perspectives—shaped by life experiences, education, talent, and interests—are essential for creating thriving teams. We welcome the unique contributions you bring in terms of your culture, ethnicity, race, sex, gender identity and expression, nation of origin, age, spoken languages, veteran status, color, religion, disability, sexual orientation, education, opinions, political preferences, and overall beliefs. If you’re someone who values people and embraces differences, Fermyon is the place for you! Learn more about these internships at https://www.fermyon.com/jobs/index  ( 3 min )
    Every time a new model comes out it unlocks something new. Cannot wait to share what I am shipping next 🤗
    Claude Sonnet and Opus 4 (Executive Summary) Frank Fiegel ・ May 22 #ai #programming #webdev #machinelearning  ( 3 min )
    Super impressed by how actionable this was. I’ve bookmarked it and shared it with three people already.
    Rethinking Email Strategy Like a Chess Game: What Developers and Tech Professionals Can Learn from TDZ Pro Matt Johnson ・ May 22 #productivity #communication #email #strategy  ( 2 min )
    I didn’t expect an article on email to be this insightful. I’m already rethinking how I write every message.
    Rethinking Email Strategy Like a Chess Game: What Developers and Tech Professionals Can Learn from TDZ Pro Matt Johnson ・ May 22 #productivity #communication #email #strategy  ( 2 min )
    Paracetamol.ts💊| #36: Explica este código TypeScript
    Explica este código TypeScript Dificultad: Básico interface Book { author?: string; pages: number; }; const missing: Book = { pages: 80 }; console.log(missing) A. {author: undefined, pages: 80} B. {author: null, pages: 80} C. {pages: 80} D. TypeError Respuesta ✅ C. {pages: 80} La interfaces en TypeScript tienen la característica de poder establecer propiedades opcionales, esto se logra con la sintaxis de ?. Toda propiedad de una interfaz que sea establecida con el símbolo ? como por ejemplo author en Book será opcional: interface Book { author?: string; pages: number; }; De este manera al tener el objeto literal missing de tipo Book solo con la propiedad pages establecida no tendremos un error, author es opcional en todos los objetos que sean de tipo Book.  ( 5 min )
    Git Rebase -i: Clean Up Commits Like a Pro (Day 1/30)
    🔍 Introduction: Why You Need This Ever looked at your Git history and seen a mess of “WIP”, “fix typo”, and “oops” commits? You’re not alone. Most developers use git merge and live with cluttered histories. But top engineers at FAANG companies rely on git rebase -i (interactive rebase) to keep their commit logs clean, logical, and professional. In this guide, you’ll get: Interactive rebase lets you rewrite, reorder, or combine commits before sharing them. Here’s how to use it: git rebase -i HEAD~3 # Edit the last 3 commits Problem: You have 5 messy commits: # Commit list - Add login button (WIP) - Fix typo - Refactor auth logic - Fix lint error - Update README git rebase -i HEAD~5 An editor window will open showing the following. Squash “Fix typo” and “Fix lint error” into “Refactor auth logic.” Reword “Add login button (WIP)” to “Implement login button.” Drop unnecessary commits. For the next window, enter the reworded commit “Implement login button” and hit save. Result: A clean, logical history. # Commit list - Refactor auth logic - Implement login button - Update README --autosquash Manually marking commits for fixup is tedious. Instead, use --autosquash to automate it: 1. Mark commits as fixes: git commit --fixup=COMMIT_HASH 2. Run rebase with --autosquash: git rebase --autosquash HEAD~N # Accidentally left a small change from committing? Fix it: git add . git commit --fixup=abcd123 # commitSHA of the original commit git rebase --autosquash abcd123 # No manual editing! Why FAANG engineers love this: Saves hours of manual rebasing. Keeps history clean without effort. ⚠️ Golden Rule: Never rebase pushed commits (unless you’re alone on the branch). Already pushed an incorrect rebase to repo. No worries, use this. git reflog # Find the commitSHA for pre-state git reset --hard commitSHA [alias] ri = rebase -i ras = rebase -i --autosquash Up Next in the Series: Day 2: git cherry-pick—The Surgical Way to Move Commits.  ( 4 min )
    Como usamos Oban com Elixir para resolver nossas rotinas de faturamento
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    From React to Swift: Why I’m Exploring iOS Development
    I’m a frontend developer who has worked with Angular and React for the past few years. Both frameworks have taught me a lot, but React in particular has dominated my recent experience. It’s popular, flexible, and powerful — no doubt about that. But despite its upsides, working with React in real-world production apps slowly pushed me to a breaking point. React often felt… messy. Even though React gives you freedom, that same freedom can become a burden, especially as your project grows. Every team ends up inventing their own structure, folder naming conventions, and state management preferences, and you’re left stitching everything together with dozens of third-party libraries. It’s like building a city with Lego bricks… from a thousand different boxes. The biggest pain points for me were:…  ( 5 min )
    GitHub Bootcamp: Day 5 – Contributing to Open Source Like a Pro 🧑‍💻🌍
    Welcome to the final day of our GitHub crash course! Today’s topic is a favorite among devs and job recruiters alike — Open Source Contributions. Yes, it sounds intimidating. But trust me — you don’t need to be a 10x developer or a command-line wizard to contribute meaningfully. Let’s break it down! Learn by doing – Hands-on experience beats theory any day. Build your portfolio – Real-world code > tutorial projects. Grow your network – Meet collaborators, mentors, and friends. Give back to the community – Many of the tools you use daily are open source! Good First Issue – Curated list of beginner-friendly issues Up-for-Grabs First Contributions Repo Explore trending repos on GitHub – Look under the “issues” tab for low-hanging fruit. You don’t need to refactor the entire codebase. Open source thrives on small, meaningful contributions. Examples: Fixing typos in documentation Improving README files Updating dependencies Fixing bugs Adding tests Suggesting features Reviewing other people’s PRs Fork the repo 🍴 Clone it locally git clone https://github.com/your-username/project-name.git Create a new branch git checkout -b fix-typo Make your changes & commit git add . git commit -m "Fix typo in README" Push to your fork git push origin fix-typo Open a Pull Request (PR) Explain what you did clearly. Be polite and open to feedback! Read the Contributing.md file if available. Follow code style guidelines of the project. Engage positively in issue discussions. Be patient — maintainers are often volunteers! Every October, GitHub and DigitalOcean host Hacktoberfest, where contributing to open source earns you swag, stickers, and GitHub street cred. Perfect for beginners! You just finished a 5-day journey covering: What is GitHub Setting up GitHub & Git Branching and Collaboration GitHub Actions for Automation Open Source Contributions Whether you're building solo or contributing globally, GitHub is your dev playground.  ( 4 min )
    Understanding the Cost of Abstractions in .NET
    Clean code isn't always fast code. While abstractions like LINQ, interfaces, or dependency injection make our code cleaner and more maintainable, they can introduce runtime overhead. And in performance-critical paths, those costs add up quickly. In this article, we'll walk through how common .NET abstractions can degrade performance, explore when to use them with care, and share techniques to avoid unnecessary overhead. LINQ is incredibly expressive, but it's not always the most efficient — especially in tight loops or "hot paths." var filtered = data.Where(x => x.IsActive).ToList(); ` While flexible, LINQ's deferred execution model can lead to hidden costs. The .ToList() call here forces immediate materialisation, introducing new allocations for the list and potentially temporary iterat…  ( 5 min )
    How We Built a Scalable B2B Fashion Platform for Ethnic Bottomwear Using Shopaccino
    Why We Chose Shopaccino as Our eCommerce Engine We evaluated several platforms (Shopify Plus, WooCommerce with B2B plugins, and Magento), but chose Shopaccino for three primary reasons: Built-in B2B features like bulk pricing, GST management, and dealer-specific login. Flexible category-level control and filtering that suited our product structure. Localized support with experience in Indian commerce logistics. The platform gave us the ability to scale from a small inventory to several thousand SKUs with product combinations across sizes, fabrics, and colors—without major dev overhead. One of the trickiest parts of building the site was how to organize products by cut, fabric, and seasonal style. Our catalog isn’t just big—it’s complex. For instance, our Bottomwear collection includes ev…  ( 4 min )
    Claude Sonnet and Opus 4 (Executive Summary)
    Anthropic released Claude Opus 4 and Sonnet 4 today, claiming the #1 spot for coding performance. There are going to be a lot of articles floating around with exaggerations and marketing talk, but here is an executive summary of everything you need to know. Claude Opus 4: SWE-bench: 72.5% (world's best) Terminal-bench: 43.2% Sustained performance for hours on complex tasks $15/$75 per million tokens Claude Sonnet 4: SWE-bench: 72.7% (matches Opus 4) 3x faster than Opus 4 for most tasks $3/$15 per million tokens Two key slides from the announcement: Hybrid Architecture: Instant responses + extended thinking mode (up to 64K tokens) Extended Thinking with Tools: Can use web search, code execution during reasoning Parallel Tool Execution: Multiple tools simultaneously Memory Files: Creates persistent memory when given file access 65% Reduction: Less shortcut/loopholes behavior vs Sonnet 3.7 GitHub: Integrating Sonnet 4 into GitHub Copilot Cursor: "State-of-the-art for coding" Rakuten: Validated 7-hour autonomous refactor Sourcegraph: "Substantial leap in software development" 4 new capabilities: Code execution tool MCP connector Files API Prompt caching (1 hour) VS Code and JetBrains extensions (beta) GitHub Actions integration (demo) Claude Code SDK for custom agents GitHub PR integration via /install-github-app Access Already available via Anthropic API. If you want to skip the new model restrictions, you can try it via Glama Gateway and OpenRouter. Claude 4 models lead coding benchmarks and offer sustained performance for complex agent workflows. Opus 4 for maximum capability, Sonnet 4 for speed/cost balance. Both already available to test. Source: Official Announcement Will update this article to add interesting insights and facts as the day progresses.  ( 3 min )
    Meet MCP: The Simple Rulebook Behind Smarter AI Prompts
    When you use a smart AI assistant or agent—whether it’s helping write code, answer questions, or run a workflow—there’s a lot going on behind the scenes. One key challenge is how to talk to the language model clearly and consistently. That’s where Model Context Protocol (MCP) comes in. Model Context Protocol (MCP) is a simple but powerful idea: it’s a standard way for an AI agent to organize and format the prompt it sends to a language model. You can think of it like a checklist or recipe. Instead of throwing together bits of context in random ways, MCP tells the agent what information to include, in what order, and how to label it. Language models are smart, but they’re also sensitive to how you talk to them. If your prompt is messy, missing key details, or mixes things up, the model migh…  ( 4 min )
    Install Signoz in Ubuntu
    Install Docker in ubuntu: sudo apt update sudo apt install apt-transport-https ca-certificates curl software-properties-common curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg echo "deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable" | sudo tee /etc/apt/sources.list.d/docker.list > /dev/null sudo apt update sudo apt install docker-ce docker-ce-cli containerd.io docker-buildx-plugin docker-compose-plugin -y docker --version sudo usermod -aG docker $USER newgrp docker docker -v git clone -b main https://github.com/SigNoz/signoz.git && cd signoz/deploy/ ./install.sh docker ps Then open: http://:8080  ( 3 min )
    Understanding Idempotency in APIs and Distributed Systems
    Introduction In modern software development, APIs and distributed systems must handle failures gracefully. Network issues, timeouts, and client retries can lead to duplicate requests, causing unintended side effects like double charges, duplicate orders, or inconsistent data. Idempotency solves this problem by ensuring that performing the same operation multiple times has the same effect as executing it once. This article explores idempotency, its importance, real-world examples, and best practices for implementation. What is Idempotency? An operation is idempotent if repeating it does not change the result beyond the initial execution. Key Characteristics Same Request → Same Effect: Multiple identical requests produce the same outcome as a single request. Safe Retries: Cli…  ( 4 min )
    Tinkering Today: PyAudio
    I've been working on a karaoke game idea in Python for a bit now and I stumbled upon a small problem: The scoring system. As of now, I am able to generate an isolated vocal track and also generate the pitches for this track. So the next step, naturally, would be to figure out how to get the pitches from a live audio input stream. But given the live audio stream, I would have to be able to compare these pitches live and return that result to the user in some sort of scoring system. Furthermore, the library that is used for determining the pitches in the audio takes a bit of time (using CREPE). It is fine for processing to take a long time when generating a reference track but in practice, there needs to be a faster way. Well, for now I will tinker with PyAudio for a bit and see what I can do.  ( 3 min )
    coding agent
    https://radanskoric.com/articles/coding-agent-in-ruby need to manually load gem files in terminal gem install dotenv when running ruby (not rails) files  ( 2 min )
    Rickover’s Principles: What a Nuclear Admiral Can Teach Software Engineers
    Hi there! I'm Maneshwar. Right now, I’m building LiveAPI, a first of its kind tool for helping you automatically index API endpoints across all your repositories. LiveAPI helps you discover, understand, and use APIs in large tech infrastructures with ease. Admiral Hyman G. Rickover, the force behind the U.S. Navy’s nuclear propulsion program, wasn’t your average military man. He was relentless, technical, and brutally honest. While his work focused on nuclear submarines, his principles hold up frighteningly well in the world of software engineering, startups, and tech leadership. Let’s break down Rickover’s core ideas—and how they translate into building resilient, scalable, and high-quality software. Technical Competence “If you’re going to be in charge, be in charge.” Rickover demand…  ( 5 min )
    What are the Key Challenges of Using a Cloud Data Lake?
    Cloud data lakes help centralize massive volumes of structured and unstructured data. They support scalability, simplify data integration, and reduce storage costs. However, adopting a cloud data lake is not without its challenges. Without the right planning and oversight, it can become more of a liability than a strategic asset. Below are five key challenges organizations often face when working with cloud data lakes. Based on my experience at Bacancy, I have described each of the 5 challenges in detail that talk about what businesses may find tough to manage, when using a cloud data lake. One of the biggest risks with a cloud data lake is the gradual decline in data quality. When teams push raw data from multiple sources without a defined structure, the result is often a chaotic and unre…  ( 5 min )
    10 Ways to Reduce PDF File Size for Email Attachments
    10 Ways to Reduce PDF File Size for Email Attachments Email attachment size limits can be frustrating when you need to share important PDF documents. Many email services restrict attachments to 10-25MB, which is easy to exceed with modern PDFs containing high-resolution images or complex formatting. Fortunately, there are numerous effective techniques to reduce PDF file size without significantly compromising quality or content. In this guide, we'll explore ten practical methods to shrink your PDFs for hassle-free email sharing, ranging from simple online tools to more advanced techniques for those needing maximum control. Before diving into solutions, it's worth understanding the common email attachment limits you might encounter: Email Service Attachment Size Limit Gmail 25MB …  ( 9 min )
    The Tiny Cat Guide to AI #3: RAG – Tiny Librarians
    Welcome back to The Tiny Cat Guide to AI! In our journey so far, we've explored Prompt Engineering – Directing the AI Ballet and peeked inside Generative AI – What's Inside the Magic Box of Cats?. Now, let's tackle a common challenge: how do we get AI to give answers that are not just smart, but also deeply informed by specific, relevant documents it wasn't originally trained on? The answer often lies in a powerful technique called Retrieval Augmented Generation (RAG)! 💡 To illustrate how RAG works, I've summoned our feline friends once more – this time as diligent tiny librarians: So, what's RAG all about, as told by our tiny cat librarians? Imagine your AI has access to a giant library filled with specific knowledge (like all the world's tiny cat facts!). When you ask a question (sa…  ( 5 min )
    Search Index for Reporting
    In the first post of this series, I've imported a sample dataset, and I'll show how adding a few indexes can open performance to new use cases. Before looking at regular indexes for OLTP, I'll show that it is easy to create one Search Index for on demand reporting queries. For analytic reporting, the best is to create an Atlas Search index that is maintained asynchronously, isolated from the operational workload, for near-real-time queries. I describe the columns I want to index: db.youstats.createSearchIndex( "SearchYoustats", { mappings: { dynamic: false, fields: { type: { type: "token" }, duration: { type: "number" }, commentsNumber: { type: "number" }, publishedDate: { type: "token" }, category: { type: "token"…  ( 4 min )
    📘 FastAPI In-Depth Documentation
    Table of Contents Introduction to FastAPI Project Setup Folder Structure (Production Grade) Basic FastAPI Application Path Parameters, Query Parameters, and Request Bodies Pydantic Models for Data Validation CRUD with SQL Databases (MySQL/MariaDB) Dependency Injection Exception Handling Standardized Response Structure Authentication & Authorization Testing FastAPI Applications Running in Production Documentation & OpenAPI Conclusion FastAPI is a modern, high-performance, Python web framework for building APIs with: Type hints Automatic validation Auto-generated Swagger UI ASGI (async support) pip install fastapi uvicorn pip install sqlalchemy pymysql alembic app/ ├── api/ │ ├── routes/ │ │ └── user.py │ └── dependencies.py ├── core/ │ ├── config.py │ └── security.py ├── db…  ( 5 min )
    This really connected with me. Simplifying my emails is something I’ve struggled with and this helped a lot.
    Rethinking Email Strategy Like a Chess Game: What Developers and Tech Professionals Can Learn from TDZ Pro Matt Johnson ・ May 22 #productivity #communication #email #strategy  ( 3 min )
    Enabling CORS in Flask
    When you’re building a full-stack app with a separate frontend and a Flask backend, the browser’s Same-Origin Policy will block your API calls unless you explicitly allow them. Cross-Origin Resource Sharing (CORS) is the protocol that lets you opt-in. In this guide we will cover two common ways to get it done in Flask. Flask lets you set response headers directly, so you can choose which endpoints get which CORS rules. If your frontend lives at https://myapp.com, you can allow it like this: from flask import Flask, request, jsonify, make_response app = Flask(__name__) @app.route("/api/hello") def hello(): resp = make_response(jsonify({"msg": "hi"})) # allow just one origin resp.headers["Access-Control-Allow-Origin"] = "https://myapp.com" return resp Whenever the browser …  ( 4 min )
    How to pass a TypeScript function as a parameter
    Written by Kealan Parr✏️ This article explores how to pass functions and structured objects as parameters in TypeScript. It highlights use cases, syntax differences, and practical scenarios where each may be preferred, especially when working with function types, inheritance, excess property checks, and optional fields. In JavaScript, functions are considered first-class citizens, which means they can be handled like any other type of variable, including numbers, strings, and arrays. This allows functions to be passed into other functions, returned from functions, and assigned to variables for later use. This feature is heavily used in asynchronous code, where functions are often passed into asynchronous functions, often referred to as callbacks. But this can be tricky to use with TypeS…  ( 14 min )
    Qubit-Efficient Encoding Techniques for Solving QUBO Problems
    🧠 Introduction Classical algorithms are already incredibly effective at solving many optimization problems, especially when the number of variables is in the low thousands. However, when scaling up to problems involving tens or hundreds of thousands of binary variables, classical solvers begin to falter due to the combinatorial explosion in the search space. Quantum computing offers a compelling alternative, not by brute force, but by exploring exponentially large solution spaces in parallel using quantum superposition and entanglement. One popular quantum algorithm for such problems is the Quantum Approximate Optimization Algorithm (QAOA) [3], a textbook example of a variational quantum algorithm (VQA). However, QAOA requires one qubit per binary variable, which becomes prohibitively r…  ( 8 min )
    JavaScript distinguish picture or alive person in webcam
    Hello Team. I need know if exists an API in JavaScript that can distinguish picture or alive person in webcam. Kind regards.  ( 2 min )
    Unmasking Linux: What Building From Scratch Truly Reveals 🐧
    What Exactly Is Linux From Scratch 🤔? Ever wondered what truly lies beneath the polished surface of your Linux distribution? Beyond the package managers and desktop environments, a complex symphony of software works in harmony to bring your operating system to life. For those brave souls eager to conduct this orchestra themselves, there’s a legendary tome: Linux From Scratch (LFS). This isn’t just a book; it’s a journey into the very heart of Linux—a challenging yet immensely rewarding endeavor to build your own custom Linux system, piece by piece, directly from its source code. Linux From Scratch is, at its core, an educational project that provides highly detailed, step-by-step instructions for building a complete, functional Linux system from the ground up. Authored by Gerard Beekman…  ( 6 min )
    🎯 Day 8 – Mastered the Basics!
    Today was all about strengthening my foundations in JavaScript. 💪✨ ✅ Completed Overview of Arrays 💡 Key Takeaways: With these three topics, I feel more confident building interactive and smart web apps! 🚀 Can’t wait to start solving real-world problems using these tools! 🔥 100DaysOfCode #JavaScript #LearnToCode #WebDevelopment #CodeNewbie #CodingLife #FrontendDev #Loops #ConditionalStatements #Arrays #JavaScriptLearning #Day8 #JSBasics #CodingJourney  ( 3 min )
    Automated Deployment for Small Teams: How to Start with one click?
    If you’ve ever delayed pushing to production because “it’s just too much right now,” you’re not alone. For small teams - especially startups and indie developers, deployment often becomes the most dreaded part of the workflow. Not because it’s hard, but because it’s messy, time-consuming, and filled with “extra stuff” like YAML files, CI/CD config, and infrastructure setup that feels disconnected from actual product building. So what if there was a simpler way? What if deploying your app was as easy as pushing code - and that was it? When you’re a 3-person team juggling product, support, design, and roadmap decisions, no one wants to spend hours setting up Kubernetes manifests or debugging a Jenkins pipeline. Here are common challenges: Lack of DevOps experience: You know how to build your…  ( 4 min )
    Focus Containment: The Broken State of Keyboard Navigation
    As web developers, we strive to create experiences that work for everyone. The central problem? Focus containment. Before diving into the technical aspects, let's take a look why this matters: Accessibility: Many users with motor disabilities rely entirely on keyboards Power users: Keyboard shortcuts enable efficient navigation for all users Screen reader users: Rely on consistent focus management to understand page context A broken focus experience isn't just an inconvenience - it can render a website completely unusable for a significant portion of your audience. To be fair, defining a common expaction for keyboard navigation is tricky. But many users expect web content to behave as predictably as the browser UI itself. Think about it when you hit Tab while in the URL bar, you know exac…  ( 8 min )
    🚀 Understanding OFFSET in PostgreSQL
    📌 What is OFFSET? The OFFSET clause in PostgreSQL is used to skip a specific number of rows before starting to return rows from a query. It’s often used along with the LIMIT clause to implement pagination — a technique to fetch a small chunk of data at a time. 🔧 Syntax SELECT column1, column2 FROM table_name OFFSET number_of_rows_to_skip; Usually, it's paired with LIMIT like this: SELECT column1, column2 FROM table_name LIMIT page_size OFFSET number_of_rows_to_skip; 📊 Real-World Example Let’s say you have a table called students: id name grade 1 Alice A 2 Bob B 3 Charlie C 4 Diana B 5 Edward A Example 1: Simple OFFSET SELECT * FROM students OFFSET 2; Output: id name grade 3 Charlie C 4 Diana B 5 Edward A This query skips the first 2 rows and returns the rest. Example 2: LIMIT with OFFSET (Pagination) Let’s say you want to show 2 students per page: -- Page 1 -- Page 2 -- Page 3 This way, you only load a few rows at a time, which is better for performance and user experience. 🛠 When to Use OFFSET To implement pagination in web applications. To load large datasets incrementally. To skip over records during testing or debugging. ⚠️ Caveats Performance: Using large OFFSET values can slow down performance because PostgreSQL still scans through skipped rows internally. Duplicate or Missing Records: If the data changes between paginated queries (like inserts or deletes), you might get duplicates or miss some records. ✅ Pro Tip: For large datasets, consider using keyset pagination (e.g., with WHERE id > last_seen_id) for better performance. 📚 Summary OFFSET Skips N rows before fetching LIMIT Restricts number of rows returned Together, they form the backbone of pagination in SQL queries.  ( 3 min )
    I made a simple AI chatbot called LifeAI – no login, no ads, just chat. Try it here: https://lifeai.vercel.app/
    A post by Fariz Lifvand  ( 2 min )
    🏓 Build the Classic Pong Game using Pygame and Amazon Q CLI
    A modern take on the classic Pong game – with neon aesthetics, power-ups, AI, and more! Let’s rewind to the golden era of gaming with the Classic Pong Game—a simple yet iconic two-player game that laid the foundation of video game history. In this post, we’ll build it using Pygame, a popular Python game development library, and speed up our development with Amazon Q CLI, the conversational AI-powered coding assistant from AWS. What makes this even better? You can build this effortlessly on both Linux and Windows (via WSL) using a few terminal commands and natural language prompts. 💡 Amazon Q CLI – AI that generates code through simple prompts sudo apt update sudo apt install -y python3 python3-pip python3-venv git pip3 install pygame wget https://desktop-release.q.us-east-1.amazonaws.c…  ( 5 min )
    Cache Busting in Ionic 3
    Browsers will often cache static assets to improve performance. This can cause issues when a new version of the application is deployed but the browser is still reading the old cached version. With cache busting, we append a hash to the static file names e.g vendor.js becomes vendor.437b51dcc2.js. When a deployment is made the hash changes e.g vendor.437b51dcc2.js may change to vendor.74t74t5tt.js. With cache validation enforced by the meta tags below, the browser will first check if the there is a new version of the file before using the cached versions. It will thus request for the new version of the file. (Add these to your src/index.html as Step 1) Step 2 var …  ( 5 min )
    Linked Lists — A Core Building Block in Data Structures
    Arrays usually get all the love. They're easy to use, built into every language, and great for most tasks. But there’s another data structure that quietly powers a lot of efficient solutions: the linked list. It’s not about speed for direct access — it’s about flexibility, efficient insertions, and being the foundation for structures like stacks, queues, and even graphs. Let’s give it the spotlight it deserves. A linked list is a linear data structure made up of nodes. A value A reference (or pointer) to the next node A simple representation: [10] → [20] → [30] → null Unlike arrays, elements in a linked list are not stored in contiguous memory. This makes linked lists: More memory flexible Ideal for fast insertions and deletions Slower for direct access to elements by index Use a linked…  ( 5 min )
    What will display on the screen? 🤔
    I'm working with this code and I need your help to solve a mystery! When you click the "Viva la vida" button, what do you think will appear on the screen? Choose one of the options below and tell me why you chose it: No, you are not going tchacar. I am going tchacar If the current display is No, you are not going tchacar, what modifications would be needed in the code to make it display I am going to tchacar instead? I'm looking forward to seeing your analysis and explanations!  ( 3 min )
    Awesome
    Daily Logs for Devs: How a 5-Minute Habit Can 10x Your Weekly Output Pratham naik for Teamcamp ・ May 20 #webdev #productivity #tutorial #learning  ( 2 min )
    API Gateway vs Service Mesh
    Introduction As organizations adopt microservices architectures to improve scalability, agility, and team autonomy, managing service communication becomes a central concern. Two popular infrastructure components that help tackle these challenges are API Gateways and Service Meshes. While both deal with communication and traffic management in distributed systems, they serve distinct roles and operate at different layers of the application stack. In this article, we’ll explore the key differences between API Gateways and Service Meshes, their purposes, features, and when you might use one—or both—in your architecture. An API Gateway is the single entry point for external clients (such as mobile apps, frontend applications, or third-party systems) to access backend services in a microservic…  ( 5 min )
    OpenAI’s Codex: What it is,How to Work and How to Use
    Codex has emerged as a transformative AI agent designed to augment software engineering workflows by autonomously handling tasks such as writing code, debugging, running tests, and generating pull requests. It operates as a cloud-based agent powered by codex‑1, a specialized adaptation of OpenAI’s o3 reasoning model fine‑tuned for programming contexts. Available initially to ChatGPT Pro, Team, and Enterprise users, Codex integrates directly into the ChatGPT interface, allowing developers to assign discrete tasks that run in sandboxed environments preloaded with their codebases. Since its May 16, 2025 research preview release, OpenAI has positioned Codex to compete with offerings from Google, Anthropic, and other AI innovators, while emphasizing safety, alignment, and real‑world usability t…  ( 8 min )
    Why We Ditched Python for TypeScript (and Survived OAuth) in Our AI Agent MCP Server
    Hey Devs! I’m Jesse, solo-building Portal One: an AI Agent Command Center to help you orchestrate, automate, and securely manage your AI agents. One of the biggest undertakings so far? Building a production-ready Model Context Protocol (MCP) server—the backbone that connects user agents to a growing ecosystem of tools and services. Let’s just say there were some “battle scars” along the way. Here are three of the most valuable (and painful) lessons that shaped our architecture: OAuth 2.0: No Shortcuts in Security Early on, I was tempted to use simple API keys or JWTs for agent authorization—until I realized the complexity of permissions, multi-tenancy, and external integrations. Security had to be non-negotiable. Why OAuth 2.0? Industry standard, widely supported Granular scopes for f…  ( 5 min )
    List in Python (1)
    Buy Me a Coffee☕ *Memos: My post explains list with slice. My post explains list with useful functions. My post explains variable assignment. My post explains shallow copy and deep copy. You can create a list as shown below: v = ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h'] # 1D list v = ['a', 'b', 'c', 'd', ['e', 'f', 'g', 'h']] # 2D list v = [['a', 'b', 'c', 'd'], ['e', 'f', 'g', 'h']]# 2D list v = [['a', 'b', 'c', 'd'], [['e', 'f'], ['g', 'h']]] # 3D list v = [[['a', 'b'], ['c', 'd']], [['e', 'f'], ['g', 'h']]] # 3D list You can access and modify a list with an index in each [] as shown below: v = ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h'] # 1D list print(v[0], v[1], v[2], v[3], v[4], v[5], v[6], v[7]) print(v[-8], v[-7], v[-6], v[-5], v[-4], v[-3], v[-2], v[-1]) # a b c d e f g h v[1] …  ( 4 min )
    🚀 Building a CRUD Application with FastAPI – A Complete Guide
    FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints. It’s designed to be easy to use while delivering the best developer experience. In this blog, we'll walk through building a full CRUD (Create, Read, Update, Delete) application using FastAPI with a SQLite database via SQLAlchemy. Setting up a FastAPI project Connecting FastAPI to a SQLite database using SQLAlchemy Creating database models Writing API routes for CRUD operations Using Pydantic models for validation Testing the API using Swagger UI fastapi-crud/ │ ├── app/ │ ├── main.py │ ├── database.py │ ├── models.py │ ├── schemas.py │ └── crud.py │ ├── requirements.txt └── README.md Create a folder and install FastAPI and dependencies: mkdir fastap…  ( 5 min )
    Token Efficiency Traps: The Hidden Costs of Zero-Shot vs. Few-Shot Prompting
    This is Part 2 in my series on prompt engineering and tokenization. If you missed Part 1, you can read it here: Why Your AI Outputs Are Wrong: The Hidden Impact of Tokenization Prompt engineering is often seen as a craft of clever wording, but behind the scenes, another force quietly shapes outcomes: token efficiency. This article explores an often-overlooked dimension—how different prompting strategies impact token usage, cost, and model performance. By understanding the trade-offs between zero-shot and few-shot approaches, you'll unlock new ways to optimize both output quality and resource consumption. You didn’t write a bad prompt—your model just read it wrong. Or more precisely, it read too much. That’s the hidden danger of few-shot prompting: it feels efficient, but it might be costin…  ( 6 min )
    CI/CD for Mobile Apps: Your Secret Weapon Against App Store Nightmares 🚀📱
    Picture this: It’s 2 AM. You’re frantically debugging a last-minute crash report while manually rebuilding your app for the 10th time. Your coffee’s cold, your TestFlight build just expired, and your teammate’s “tiny fix” accidentally broke the login screen. Sound familiar? Welcome to the wild world of mobile development without CI/CD. But what if you could automate the chaos? Let’s talk about CI/CD—the unsung hero that turns app releases from fire drills into well-oiled machines. The Mobile Developer’s Nightmare (And Why You’re Living It) Mobile development is a special kind of chaos: “Works on my machine”: But crashes on your QA’s iPhone 12. App Store red tape: Waiting hours (or days!) for TestFlight approvals. Fragmentation hell: Testing on 50 Android devices? Cries in Gradl…  ( 5 min )
    Hacking Haskell with Nix: Two Tricks
    I have mentioned a few times in my posts that Haskell is my go-to language. This is true even for small applications which go beyond a simple shell script. Hacking Haskell with Nix is an easy and fun way to quickly prototype. I want to share two tricks that I use. If you are using Nix, you may have heard of Nix-Shell Shebang: #!/usr/bin/env nix-shell #!nix-shell -i python3 -p python3 -p python3Packages.click import click @click.command() @click.option('--count', default=1, help='Number of greetings.') @click.option('--name', prompt='Your name', help='The person to greet.') def hello(count, name): """Simple program that greets NAME for a total of COUNT times.""" for x in range(count): click.echo(f"Hello {name}!") if __name__ == '__main__': hello() You can chmod +x sc…  ( 6 min )
    came in handy and works
    JS detect mobile device BaasMurdo ・ Jul 25 '22 #javascript #webdev #tutorial #programming  ( 2 min )
    OpenAI is buying Jony Ive's AI hardware company | The deal is valued at nearly $6.5 billion.
    OpenAI is snapping up io—the AI-hardware startup founded by ex-Apple design guru Jony Ive and fellow Apple vets—in a deal pegged at about $6.5 billion. Around 55 engineers and developers will join OpenAI (Ive himself stays with his design firm LoveFrom), and LoveFrom will now lead design on all of OpenAI’s products. Sam Altman says the first gadget, due in 2026, won’t “kill” the smartphone but will be a totally new, pocket-sized, screen-free, context-aware device. Both Altman and Ive gush that this mash-up of top-tier AI research, engineering firepower, and Ive’s legendary design chops could be “the coolest piece of technology the world has ever seen.”  ( 3 min )
    Greptile: Smarter Code Reviews Through Codebase-Aware AI
    Comprehensive AI-Powered Code Review Greptile is an AI code reviewer distinguished by its ability to review pull requests with complete understanding of your codebase context. It generates a detailed graph of functions, variables, classes, files, and directories, understanding how they’re all connected. This enables Greptile to provide more relevant and accurate reviews in GitHub and GitLab, helping teams catch up to 3X more bugs while merging 50-80% faster. Greptile enhances your development workflow with intelligent code reviews and contextual insights: Complete codebase context that retrieves affected code, dependencies, and related code during reviews Conversation capabilities where developers can request fix suggestions by replying with @greptileai Reinforcement learning from user …  ( 4 min )
    State of the Art BrightDataQL with the MCP Agent
    This is a submission for the Bright Data AI Web Access Hackathon Large language models (LLMs) like GPT-4 and Gemini are incredibly capable; they often face a major limitation: Lack of access to fresh, structured, and reliable real-world data. Introducing the State-of-the-Art Bright Data MCP Agent - A next-generation web data intelligence system powered by Bright Data’s Model Context Protocol (MCP) and BrightDataQL (Bright Data Query Language), a schema-first, declarative query interface for extracting structured information. The agent doesn't just "browse" or "scrape" the web. It discovers, navigates, interacts, and extracts high-value information from complex, protected, or JavaScript-heavy web environments just like a human would and transforms it into structured, machine-consumable out…  ( 9 min )
    Forged in Feedback and Sharpened by Every Review
    Growth doesn't come from praise. Day 142: Forged in Friction  ( 3 min )
    Automating Vinyl Fence Locks Using Python and Relays
    In the age of smart homes and connected devices, it's no surprise that automation has extended beyond the walls of our homes and into our yards. Fences and gates, once static barriers, are increasingly being enhanced with technology to offer better security and convenience. In this blog post, we'll dive into how to automate the locking mechanisms on vinyl fences using Python, relay modules, and microcontrollers such as the Raspberry Pi. This type of innovation is already being embraced by some Automatic Gates Chicago IL installers, who are integrating smart systems to enhance user control and safety in both residential and commercial applications. Automating your fence lock provides several benefits: Enhanced Security: Automatically lock your gates at night or when you're away. Convenience…  ( 5 min )
    🚀 95% Faster Laravel Development - Meet LAC!
    Introduction As Laravel developers, we frequently encounter these recurring development tasks: Creating models, controllers, services, and request classes Setting up routing Writing validation rules Defining model relationships Importing test data While these tasks are essential for development, they require significant time investment for repetitive work. In web development beyond Laravel, adding new resources involves similar repetitive processes, leading to these challenges: Substantial time investment in non-business logic code creation Quality variations due to different coding styles among developers Potential errors from manual work such as configuration oversights and typos To address these challenges, I developed Laravel Arsenal Core (LAC). LAC implementation helps achieve the f…  ( 5 min )
    Project KARL AI
    Hello Readers It's day #26 of building KARL - AI. Update: Project is in Early-Stage Development. Documentation is going on parallelly. Explore more here  ( 2 min )
    [Boost]
    🚀 Top GitHub Repositories Every Software Engineer Should Know in 2025 Lorenzo Bradanini ・ Dec 10 '24 #programming #softwareengineering #algorithms #machinelearning  ( 2 min )
    Hashicorp Vault at Super
    At Super, we use HashiCorp Vault to securely store the secrets required by our microservices running on Kubernetes. We’ve been long-time fans of Vault. Our Platform team has previous experience deploying and maintaining it, so choosing Vault for our current setup was an easy decision from a knowledge and reliability standpoint. Drawing on lessons from past implementations, we were able to build something robust and scalable. Our infrastructure is hosted entirely on AWS and is segmented across multiple accounts. We maintain three separate workload accounts, Staging, Mock, and Production each running Super's microservices in Kubernetes along side a Infrastructure account, for Platform tooling. Rather than deploying and maintaining a separate Vault cluster for each environment, we opted for a…  ( 3 min )
    HarmonyOS Development: How to Update Object Arrays
    introduction Based on Api13 Before their own package a list refresh library, has been running for a long time, but recently received a problem, said to be in the list of a certain data update, found that the data has not changed, received the problem immediately into the investigation, and finally found that the use is not in accordance with the specification implementation, this problem is common in the development of object array update problems, simply a simple record. We know that for a basic type of array, we can directly change, you can affect the data changes, such as the following case, a simple array load, using the @State decorator, after clicking the button, you can find that the array index 0 data has changed. @Entry @Component struct Index { @State items: string[]…  ( 6 min )
    Sharing Variables Across TypeScript and Bash Scripts
    Problem While working on a project, I came across an interesting issue. Multiple TypeScript and bash scripts needed to read from or write to a shared file. Thus, the scripts needed the file path (directly or indirectly). The question is: if the file location changes, how should I structure the code such that only one file needs to be updated (and thus reduce the risk of missing updates in various scripts)? The Typescript scripts could import the file path in a utils.ts and use a getSharedFilePath function e.g. import { getSharedFilePath } from "utils"; const SHARED_PATH = getSharedFilePath(); BUT! What about the bash scripts? They still hardcoded the path e.g. SHARED_PATH="path/to/shared/file.json"; Pros: ✅ DRY for Typescript files (but not for bash scripts) Cons: ❌ Violates DRY princi…  ( 4 min )
    Explore generating tests with Playwright MCP Server and xAI-Grok-3
    Introduction As we setup the stage in Part 4 we are ready to continue exploration. Next is xAI-Grok-3. xAI-Grok-3 is selected as a model The following prompt is run: Create a test case utilizing provided constants for navigating to the web app, login, create/edit/delete an article. Try to verify the result after every major step. Use provided instructions class ConduitApp { constructor(private page: Page) {} async navigateToHome() { await this.page.goto(url); await expect(this.page.getByRole('heading', { name: 'conduit' })).toBeVisible(); } async login() { await this.page.getByRole('link', { name: 'Sign in' }).click(); await this.page.getByPlaceholder('Email').fill(email); await this.page.getByPlaceholder('Password').fill(password); await this.page.…  ( 4 min )
    GitHub's MCP Server: You Can Now Talk to Your Repos
    What Happened - GitHub Released its Model Context Protocol Server GitHub has released a new open-source Model Context Protocol (MCP) server as part of its latest GitHub Copilot update . Announced in April 2025, the release marks GitHub’s first implementation of the MCP standard developed by Anthropic. The new server is a complete rewrite in Go, preserving “100% of the old server’s functionality” while adding improvements like customizable tool descriptions, integrated code scanning, and a new get_me function for natural language queries e.g. “show me my private repos”. By releasing its own MCP server, GitHub provides an official gateway for agents to interact with GitHub features (repos, PRs, issues, etc.). Developers can thus automate GitHub workflows and processes, extract and analyze …  ( 5 min )
    Simplifying Multi-Region EC2 Management with AWS EC2 Instance Manager
    Introduction Managing EC2 instances across multiple AWS regions can be a challenging task. As your cloud infrastructure grows, switching between regions in the AWS Console becomes time-consuming and inefficient. 🔗 Try the app here: https://gray-plant-037bead10.6.azurestaticapps.net/ 📂 GitHub Repo: https://github.com/yeshwanthlm/AWS-EC2-Instance-Manager If you're managing AWS infrastructure, you've likely encountered these pain points: • Constantly switching between AWS regions to check instance status These challenges inspired me to create a simple yet powerful solution that runs entirely in your browser. The AWS EC2 Instance Manager is a static web application that provides a unified interface for managing EC2 instances across all AWS regions. What makes this tool special is its simp…  ( 5 min )
    关于java的反射
    🌱 “菜谱”“成品菜”与“菜谱册” 的比喻 类(Class) 就像“菜谱” 菜谱告诉你:这道菜要哪些食材、要哪些步骤。 在 Java 里,class User { … } 就是一份菜谱,规定了属性和方法。 对象(instance) 就像“做出来的一盘菜” 当你按照菜谱炒菜,你就得到了“成品菜”。 在 Java 里,new User() 就是按 User 这个菜谱“做”出了一个具体的 User 对象。 Class 就像“菜谱册”里一本特定的菜谱 你家里有一本菜谱册子(一本书),里面夹着很多菜谱。 如果你拿起“《宫保鸡丁》”这一页,那就是“Class”——表示“宫保鸡丁这个菜谱”。 你不做菜的时候,这一页不用动;要做菜时,你可以读它,看看食材和步骤,甚至还能标注“我改良了这道菜”——这类似于反射里看注解、改构造参数等。 // 1. 定义菜谱(类) public class User { private String name; public User() { } public void sayHi() { System.out.println("Hi, I'm " + name); } } // 2. 做出一盘菜(对象) User u = new User(); // 这就是“new User()”产生的实例 u.sayHi(); // 3. 拿到那页菜谱(Class) Class userClass = User.class; User.class:就是那个“菜谱册”里“User”这一页的对象,类型为 Class。 你可以用它做反射操作,比如: // 通过菜谱(Class)再做一盘菜 User u2 = userClass.getD…  ( 3 min )
    🚀 From Code to Cash: Panduan Lengkap Memilih Badan Usaha untuk Developer Indonesia
    Sebagai developer Indonesia, pasti pernah kepikiran kan untuk bikin startup sendiri atau freelancing secara legal? Atau mungkin udah ada project sampingan yang mulai menghasilkan dan bingung harus bikin badan usaha apa? Well, you're not alone! Banyak developer yang stuck di fase ini karena bingung dengan birokrasi Indonesia yang... well, let's just say "unik" 😅 Artikel ini akan breakdown semua yang perlu lo tahu tentang badan usaha di Indonesia, khusus untuk kita-kita yang bergelut di dunia IT. From zero to hero, lengkap dengan estimasi biaya dan step-by-step yang actionable. Sebelum masuk ke teknis, let me ask you this: lo mau tetap jadi "tukang kode" selamanya atau mau scale up jadi entrepreneur? Benefit punya badan usaha legal: Kredibilitas maksimal - client enterprise lebih percaya Ta…  ( 7 min )
    Ethereum Approaches $3,600: A Developer’s Perspective on Price Dynamics, Market Making, and Technical Resistance
    Ethereum (ETH) has shown significant upward momentum, climbing over 5% in 24 hours to reach $2,669. This rally is underpinned not only by investor optimism, but by measurable shifts in trading behavior and liquidity dynamics. This article breaks down the current ETH market surge, outlines technical resistance levels, and explains the role of High-Frequency Trading (HFT) and Market Making (MM) in shaping price behavior across exchanges. Ethereum is approaching a key resistance level at $2,700, corresponding to the 200-day Simple Moving Average (SMA). If price action clears this level with volume confirmation, analysts project a movement toward the $3,500–$3,600 range. Key Technical Highlights: Current price: ~$2,669 Volume increase: +54% to $35.86 billion Futures open interest growth: …  ( 4 min )
    The One Chart That Will Change How Your Dev Team Builds Software
    📑 Table of Contents Introduction Why Visualization Matters in Software Development The Burndown Chart: Your Team's Secret Weapon Real-World Impact: How Teams Are Using Burndown Charts in 2025 Implementing Burndown Charts: Best Practices for Developer Teams Beyond Basic Burndown: Advanced Applications for Modern Dev Teams Common Pitfalls and How to Avoid Them Tools That Enhance Burndown Chart Implementation The SPACE Framework: A Holistic Approach to Developer Productivity Conclusion: Transforming Your Development Process In the fast-paced world of software development, finding the right tools to track progress, identify bottlenecks, and ensure on-time delivery is crucial. As development teams face increasing pressure to deliver high-quality software quickly, visual to…  ( 7 min )
    🐾 Meet WildEnv: Tame Your Environment Variables Like a Beast"
    💬 "Tame your wild .env files. Detect chaos. Archive securely. Restore instantly." As Node.js developers, we've all faced the same pain: Untracked .env files Missing variables in production Forgetting to add .env to .gitignore Sharing secrets across devices (manually!) 🔥 WildEnv fixes that. WildEnv is a CLI tool that helps you: Command What it does 🆕 wildenv init Creates .env, .env.example, ignores 🔍 wildenv check Finds missing or extra variables 📦 wildenv pack Zips env files for safe transfer 📂 wildenv restore Unzips and restores everything And it speaks both English 🇺🇸 and Russian 🇷🇺 out of the box! Install locally or just use it with npx: npx wildenv init npx wildenv check npx wildenv pack npx wildenv restore You're working on a laptop, and want to continue on your desktop: npx wildenv pack # → transfers 'env.bundle.zip' to other machine npx wildenv restore Automatically updates .gitignore and .npmignore Supports .env.secret for future encryption 🔐 Makes backups before overwrite (*.bak) 🌍 Select language / Выберите язык: > 🇺🇸 English 🇷🇺 Русский Node.js + CommonJS CLI via inquirer, chalk, dotenv Zip via adm-zip Tested with jest 100% open source on GitHub 🧪 Test Coverage Yes, everything is tested: npm test ✔️ init, check, pack, restore — fully covered MIT — do what you want. WildEnv started as a simple idea to tame my .env files. Now it's a fully working, tested, multi-language tool. If you've ever shared .env by copying, screenshotting, or sending via Telegram — this tool is for you. 💀 No more chaos. ⭐ Star the repo if you like it: github.com/Xzdes/wildenv  ( 3 min )
    Write Smarter SQL: 5 Tips to Level Up Your Queries
    SQL (Structured Query Language) is the foundation of interacting with relational databases. Whether you’re building a side project or working in a production environment, writing efficient and readable SQL can save you hours of debugging and optimization. In this post, I’ll share 5 practical tips to help you write smarter SQL—whether you’re using PostgreSQL, MySQL, or SQLite. 1. Be Specific with SELECT Bad: SELECT * FROM users; Better: SELECT id, name, email FROM users; 2.Use Table Aliases for Clarity Bad: SELECT * FROM orders o JOIN customers c ON o.customer_id = c.id; Cleaner: SELECT o.id AS order_id, c.name AS customer_name Good aliases make your queries easier to scan, especially in team environments or long queries. 3. Index Strategically Example: CREATE INDEX idx_users_email ON users(email); SELECT * FROM users WHERE email = 'user@example.com'; 4. Keep It DRY with Common Table Expressions (CTEs) Instead of nesting subqueries: SELECT name FROM ( Use a CTE: WITH user_counts AS ( 5. Use CASE for Conditional Logic SELECT name, This makes your logic explicit without post-processing in application code. N/B: SQL is simple on the surface, but powerful underneath. The more intentional you are with your queries, the better performance and maintainability you’ll get.  ( 4 min )
    Why You Shouldn’t Rely on AI in 2025 (And How Developer Communities Will Make You Better)
    Photo created using Grok It’s tempting to let AI generate your code, debug your errors, and even design your projects. But over-reliance on AI in 2025 could hurt your growth as a developer. Here’s why you should code first, ask AI second—and lean on developer communities to truly level up. 🚨 Top 10 Reasons to Not Depend on AI in 2025 1️⃣ AI Doesn’t Teach You Problem-Solving AI gives answers, not understanding. You won’t learn why a solution works—just that it does. Real skill comes from struggling, debugging, and figuring it out. 2️⃣ AI Code is Often Messy & Unoptimized AI generates working but inefficient code. Without reviewing it, you’ll inherit hidden bugs and tech debt. 3️⃣ AI Can’t Replace Human Feedback Developer communities…  ( 4 min )
    MCP Servers for Agentic Dev Platforms
    For the past couple of months, the concept of MCP has been booming. MCP (Model Context Protocol) was developed and released by the end of 2024 by Anthropic. It allows AI agents and LLMs to interact with third-party APIs in order to work with real data and allows them to make actions on your behalf. In the case of a Redis MCP, as you will see further in the blog, it means that you can search through your database using natural language. Now, to utilize MCP and allow it to interact with other APIs, you will need an MCP server that exposes tools for your agents to use. The big question is how to run your MCP servers without making life harder for your developers. Having everyone set up their own local server is tedious and invites all kinds of inconsistencies. Centralizing it as a shared serv…  ( 7 min )
    🎯 The Hidden Power of Software Testing in Modern Development
    Let’s uncover the layers of testing that silently fuel the world’s most reliable applications: Testing isn’t just about discovering defects — it's about ensuring confidence. It verifies business logic, validates user experience, and safeguards against regressions. Good testing builds trust — for both the team and the end-users. Waiting until development ends to test is outdated. Modern QA begins during planning, collaborating with developers and analysts to write better stories, define edge cases, and prepare smarter test data. Automation helps with speed, but it’s not a magic wand. Understanding what to automate (and what not to) is key. A balanced strategy combining manual, exploratory, and automated testing leads to optimal results. Today’s testers are not just script runners. They’re quality advocates, embedded in agile teams, contributing to design reviews, writing testable requirements, and driving continuous improvement. Stop counting just test cases and defect counts. Modern teams track defect leakage, test coverage gaps, and test debt — metrics that help assess not just quantity, but the impact and effectiveness of testing. Software testing isn’t a bottleneck — it’s a business enabler. The faster we test well, the faster we ship with confidence. 🚀  ( 3 min )
    KELOMPOK 4
    Check out this Pen I made!  ( 2 min )
    Mastering Navigation in React Native: Stack, Tabs, and More
    If you’re building apps with React Native, navigation is one of the first things you'll need to master. Between stack navigators, tab navigators, and parameter passing, it can get a bit overwhelming. So I wrote a complete guide that covers: Setting up @react-navigation/native Creating stack and tab navigators Navigating between screens and passing parameters Customizing screen options Code samples with explanations 👉 Read the full tutorial on Djamware.com Let me know what you think or if you’ve got a different setup that works well for you!  ( 3 min )
    Bitcoin Pizza Day 2025: 15 Years Ago, 10,000 BTC Bought Two Pizzas
    In May 2010, a man in Florida offered 10,000 Bitcoin for two pizzas. At the time, that was roughly $41 worth of BTC. In 2025, it’s worth over $1.1 billion. Sounds absurd, right? Yet it’s no urban myth. It’s a legendary milestone known as Bitcoin Pizza Day, celebrated every May 22nd as the moment Bitcoin made its first leap from code to commerce. What started with two Papa John's pizzas has grown into a global phenomenon, a benchmark in the timeline of decentralized money. This moment in crypto history now lives alongside events like Mt. Gox, the Ethereum DAO hack, the rise of Layer 2s, and Satoshi Nakamoto’s lasting influence. Today, on the 15th anniversary of Bitcoin Pizza Day, we’re not just celebrating a quirky transaction; we’re honoring the first spark of real-world crypto adoption, a…  ( 6 min )
    Day 28/ 30 Days of Linux Mastery: Variables and Inputs in Shell Scripting
    Table of Contents Introduction What are Variables? How to Use Variables Real-World Scenario: Shell Scripting Conclusion Let's Connect Welcome back to Day 28 of this practical Linux challenge! Part 2 of our beginner shell scripting series for RHEL 9. Shell scripts become truly useful when they can store data, accept user input, and respond accordingly. In the previous article, you wrote your first script. Now, let’s make that script interactive by using variables and user inputs. A variable is like a labeled box where you can store information for your script to use later. name="Amanda Igwe" Here, name is the variable, and "Alex" is the value stored in it. To create a variable greeting="Hello!" - # remember no spaces To use the variable, add a $ before it echo "$greeting"…  ( 5 min )
    JobFlowAI: Your AI-Powered Copilot for Smarter Job Hunting
    Looking for a job in today's market can feel like a full-time job itself, scouring job boards, tailoring resumes, preparing for interviews, researching companies… the list goes on. That’s why I built JobFlowAI: an open-source, AI-powered assistant designed to streamline your job search and give you a competitive edge. JobFlowAI is your intelligent job search assistant, built using Python, Streamlit, and a modular team of AI agents powered by CrewAI and LLMs like Google Gemini. Whether you're a recent graduate, a mid-career professional, or switching industries, JobFlowAI helps you: ✅ Optimize your resume for ATS systems 🎯 Discover the best job opportunities 🏢 Research companies deeply and efficiently 🤝 Connect with alumni and mentors 🧪 Prepare with real interview questions 📞 Find…  ( 4 min )
    Publish a Python Package (Part-3)
    Local Testing Before publishing it publicly you want to try on your locally first. Run Package it is the name for file. 0.1 is version you defined in setup.py If you type pip list you will see your package name. For testing Now Add to CLI(command line interface) Command. Setup.py Now if you notice closely I have changed the version number to 0.2. To update version number we need to reinstall it. Now if you start you terminal again you just need to type: Now in next part we will publish are package publicly.  ( 3 min )
    The Anthropomorphic Paradox: Unpacking User Frustration and Misperception with Apple's Siri
    I. Executive Summary Apple's Siri, a pioneering voice assistant, has faced persistent user complaints and criticisms over the past decade, primarily stemming from its functional limitations. These shortcomings, including frequent misinterpretation of commands, shallow responses, and a notable failure to maintain conversational context, have led to widespread user frustration. This report posits that Siri's anthropomorphic design cues—its human-like voice, tone, and conversational interface—are not merely aesthetic choices but are, in fact, the fundamental cause of user misperceptions. By implicitly encouraging users to treat Siri as if it possesses genuine understanding or thought, these design elements create unrealistic expectations. When Siri inevitably fails to meet these human-level…  ( 25 min )
    Best SEO plugin for astro.js - Astro SEO Plugin.
    If you’ve just started creating your website with Astro and have no clue how to improve your SEO, you’re not alone here. In this blog, we’ll walk you through a beginner-friendly way to add SEO to your Astro project using a powerful tool called astro-seo-plugin. We’ll explain what Astro is, why SEO matters, and give you a copy-paste setup to make your website ready for Google, social media, and more. Astro is a fast and modern web framework that helps you build websites with minimal javaScript. It's great for blogs, portfolios, and content-heavy sites. Why developers love Astro: You can write components in your favorite framework Perfect for SEO and static sites It delivers lightning-fast page loads Supports React, Vue, Svelte, Solid, and more But even though Astro is SEO-friendly it still …  ( 5 min )
    3 Legal Traps That Nearly Ruined My Projects (and How I Avoid Them Now)
    I'm a lawyer — And if it happened to me, it can happen to anyone. Here are 3 real traps I fell into early in my career: 🔹 The "Moving Target" Client 🔹 The NDA That Never Was 🔹 The “Let’s Talk About Payment Later” Trap I’ve learned these lessons the hard way. ✅ A clear freelance contract And to help others avoid the same pain — I created a free legal game: https://freelancequest.netlify.app And if you want to protect yourself better: https://legaldocsbyps.gumroad.com  ( 3 min )
    I published my First Blog Post! 🔥
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    ⚙️ Go Tools: Code Generation from OpenAPI Specs in Go with oapi-codegen
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    𝗛𝗼𝘄 𝘁𝗼 𝗦𝘁𝗶𝗰𝗸 𝘄𝗶𝘁𝗵 𝗚𝗼𝗼𝗱 𝗛𝗮𝗯𝗶𝘁𝘀 𝗘𝘃𝗲𝗿𝘆 𝗗𝗮𝘆: 𝗞𝗲𝘆 𝗟𝗲𝘀𝘀𝗼𝗻𝘀 𝗳𝗿𝗼𝗺 𝗔𝘁𝗼𝗺𝗶𝗰 𝗛𝗮𝗯𝗶𝘁𝘀
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    NodeJS Development Mindpath Technology offers expert NodeJS Development services to build scalable, high-performance applications tailored to your business needs. With a focus on efficiency and innovation.
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    Spreadsheets Are Dead: Your 2025 Guide to Cloud ERP & CRM That Actually Works
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    🔠 Font Scaling in React Native — A Responsive Typography Solution
    Let’s be real, hardcoding fontSize: 16 in your React Native app might look okay on your test device... but then your friend opens it on their monster-sized phone and it's barely readable. Or worse, your layout breaks. 🌟 The problem? Font sizes in React Native don’t scale by default. In this article, I’ll walk you through how to fix that once and for all using: A simple responsiveFontSize() utility, A reusable custom component Let’s make your typography look 🔥 on every screen. Take this simple line of code: Hello world! On an iPhone 11? Great. On an iPhone 16 Pro Max? It looks like a tiny label from 2012. On a budget Android? It might get chopped off (chopped 🫢). We’re designing for a huge range of screen sizes and pixel densities, and stat…  ( 6 min )
    WebSocket Distributed Communication Made Easy — A Lightweight Extension for Node.js ws Module
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    Establish Transport Rule for External Email Security Awareness
    INTRODUCTION In today’s digital landscape, email security is critical. External emails pose risks such as phishing, malware, and social engineering attacks. Adding a security disclaimer to external emails in Microsoft Exchange Online helps alert users to exercise caution when interacting with messages from outside your organization. This guide provides a step-by-step process to create a transport rule (mail flow rule) in Exchange Online that appends a customizable security message to all incoming external emails. By the end, you’ll enhance user awareness and reduce risks associated with external communications. Prerequisites - Exchange Online Access: - Message Content: Visit https://admin.exchange.microsoft.com. Log in using your Microsoft 365 admin account. In the left pane, select Mai…  ( 4 min )
    Unpoly outclasses Hotwire
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    Explore BoldSign eSignature APIs in Postman: A Step by Step guide
    The BoldSign Postman collection makes it really easy for you to effectively work with BoldSign APIs to build and test your applications in the Postman app itself. This article provides a step-by-step guide for exploring and testing these APIs by sending HTTP requests and receive responses. Simply create a free sandbox in BoldSign to get started. Let’s dive in and start exploring BoldSign eSignature APIs in Postman collection! You can start by forking the BoldSign API collection to your workspace by clicking the button below. This creates a copy of the original collection under your workspace so that you can make further modifications to it. Run in Postman If you want to view the BoldSign page in Postman or view the BoldSign API collection, you can do so by following the links before forkin…  ( 5 min )
    Getting a single value from a device's state in Home Assistant
    I recently acquired Netatmo smart radiator valves to manage my rooms' temperature remotely. I'm not skilled at manual tasks, but I could easily replace the old thermo-static valves. I then registered the smart ones in the Netatmo app. Finally, I integrated them in my Home Assistant via the dedicated Netatmo integration. Everything was very straightforward. I noticed that each valve not only allows remote control but also offers a state with several attributes. I wanted to extract the room's temperature indicator from it. It was not as easy as I thought it was, so I want to describe how I managed to achieve it. By default, the Netatmo valve displays a multi-valued state. To check, go to the Developer Tools > States menu. You can use a filter to find the device. Entity State Attributes …  ( 4 min )
    Mastering Salesforce Flow in 2025: Pro Tips to Automate Smarter, Not Harder
    Unlock the full potential of Salesforce Flow in 2025 with expert tips and real-world use cases. Learn how to automate smarter — not harder — with advanced strategies that streamline workflows, boost productivity, and simplify complex business logic. Perfect for admins, developers, and business users ready to master next-gen automation. SalesforceFlow SalesforceAutomation SalesforceTips2025 FlowBuilder CRMWorkflow AutomateSmarter SalesforceAdmin BusinessAutomation DigitalTransformation  ( 3 min )
    How Predictive Analytics Is Transforming Modern Manufacturing
    Manufacturing has always been a complex balancing act—managing cost, quality, efficiency, and supply chains. Today, predictive analytics is helping manufacturers achieve that balance more effectively by unlocking insights hidden in their data. Whether it’s preventing machinery breakdowns or improving production schedules, predictive analytics is making manufacturing smarter and more efficient. In short, it’s the use of data models to forecast events before they happen. It goes beyond traditional reporting and dashboards by leveraging AI/ML algorithms to suggest proactive actions. Examples include: Predicting machine failures before they occur Forecasting customer demand Identifying quality issues early in the line Anticipating supply chain disruptions Predictive Maintenance: Algorithms detect patterns that typically precede defects—helping teams intervene before waste occurs. By predicting demand accurately, manufacturers can keep optimal inventory levels and reduce carrying costs. Some manufacturers use analytics to monitor energy usage and forecast high-consumption periods, enabling cost-saving actions. Data Collection: IoT sensors, machine logs, ERP data Data Processing: ETL pipelines, cloud-based data lakes Modeling: Python, R, TensorFlow, Azure ML Deployment: Real-time dashboards, API endpoints, embedded analytics You don’t need to boil the ocean—start with a single problem area like downtime or product defects and iterate. With tight margins and high customer expectations, manufacturers can't afford reactive strategies. Predictive analytics provides a strategic edge by reducing waste, improving efficiency, and driving innovation. 👉 Read the full article here.  ( 3 min )
    Unlocking Digital Excellence with Microsoft 365 E3
    In the modern era of hybrid work, cloud-first strategies, and digital transformation, businesses require more than just basic productivity tools—they need comprehensive platforms that ensure security, scalability, and collaboration. Microsoft 365 E3 stands at the forefront of enterprise innovation, providing an all-in-one solution designed to meet the complex demands of today’s digital workspace. This blog post explores how Microsoft 365 E3 empowers enterprises to boost productivity, secure sensitive data, streamline collaboration, and future-proof their operations. Whether you’re a business owner, IT administrator, or digital professional, understanding the potential of Microsoft 365 E3 is crucial for staying ahead in a competitive environment. One of the most significant advantages of Mi…  ( 5 min )
    Encore's MCP Server lets your AI tools introspect your app
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    Mastering Salesforce Flow in 2025: Pro Tips to Automate Smarter, Not Harder
    Unlock the full potential of Salesforce Flow in 2025 with expert tips and real-world use cases. Learn how to automate smarter — not harder — with advanced strategies that streamline workflows, boost productivity, and simplify complex business logic. Perfect for admins, developers, and business users ready to master next-gen automation. SalesforceFlow SalesforceAutomation SalesforceTips2025 FlowBuilder CRMWorkflow AutomateSmarter SalesforceAdmin BusinessAutomation DigitalTransformation  ( 3 min )
    Top Benefits of Offshore Software Development for your Next Project
    You all have heard about WhatsApp right? But only some of us know that this global messaging platform used by billions of users is built by leveraging offshore software development teams. This shows that how this approach allows you to tap into global talent pool. It offers innovation, reduced costs, and accelerated time to market along with top-tier quality. In 2025, offshore services is s strategy used by many companies to stay competitive in this digital era. Many companies see offshore development as a cost-saving option but let me clear. Apart from cost, it also offers agility and innovation. Predictions states that it will reach to $389.7 billion by 2033, compared to $151.9 billion in 2025. These stats displays the confidence businesses are showing in offshore teams to offer high-quality and scalable software solutions. Cost Efficiency For example skilled developers from India only charge between $20-50 per hour, whereas Latin America and Eastern Europe provide same expertise with higher rates. Businesses can use this cost advantage to operational expenses, recruitment, and infrastructure. This makes offshore development a budget friendly option for startups and as well as enterprises. Access to Global Talent Scalability and Flexibility Faster Time-to-Market Conclusion offshore over nearshore is not just about following trends but a strategic move aligned with your business requirements. Offshore software development is not just a trend but a transformative approach shaping the future of technology.  ( 4 min )
    Reverse Proxy Showdown: Nginx, Caddy, Traefik vs. SafeLine WAF
    When it comes to protecting your web apps, choosing the right reverse proxy and Web Application Firewall (WAF) combo can make or break your defense. Nginx, Caddy, Traefik — they’re fast and powerful, but are they secure enough out of the box? In this article, we’ll compare three of the most popular reverse proxies with SafeLine WAF, a rising open source WAF that’s built for modern traffic analysis, rule-based blocking, and AI-powered detection. Whether you're a DevOps engineer, security analyst, or indie developer, read on to see which one is the best fit for your stack in 2025. Feature Nginx + ModSec Caddy Traefik SafeLine Reverse Proxy ✅ ✅ ✅ ✅ WAF Capability ✅ (via ModSecurity) ⚠️ (limited plugins) ⚠️ (limited) ✅ Built-in TLS/HTTPS ✅ ✅ Auto TLS ✅ ✅ Web UI ❌ ⚠️ (minimal) ✅ ✅ …  ( 4 min )
    This Week's AI News Updates (May 22, 2025) 🚀
    This Week's AI News Updates (May 22, 2025) 🚀 ✅ Google integrates GitHub codebase with 'Gemini' to enhance AI coding capabilities https://techcrunch.com/2025/05/14/googles-gemini-chatbot-can-now-more-easily-analyze-github-projects/ ✅ OpenAI launches 'Codex' AI coding agent: "Advancing beyond vibe coding" https://www.wsj.com/articles/openai-launches-new-ai-coding-agent-c8dabc60 ✅ Microsoft intensifies AI investment, announces 3% workforce reduction https://nypost.com/2025/05/13/business/microsoft-layoffs-hit-3-of-global-workforce-roughly-7k-employees/ ✅ ChatGPT to introduce 'MCP' feature: Combining generative AI with user-customized control https://x.com/btibor91/status/1922906062690079080 ✅ Anthropic's next model to launch next month: Enhancing agent capabilities through iterative reasoning and tool usage https://techcrunch.com/2025/02/13/anthropics-next-major-ai-model-could-arrive-within-weeks ✅ Tesla unveils dancing 'Optimus' robot video: From ballet to tap dance https://x.com/AISafetyMemes/status/1920876847207739756 ✅ Unitree heralds an era where robots battle in the octagon, announcing the world's first robot MMA event https://x.com/TheHumanoidHub/status/1923087269914706414 ✅ OpenAI expands ChatGPT with GPT-4.1 AI models featuring advanced coding capabilities https://www.gadgets360.com/ai/news/openai-gpt-4-1-ai-models-chatgpt-expansion-advanced-coding-features-8419778 ✅ Nvidia-backed CoreWeave to invest up to $23 billion this year to meet surging AI demand https://www.reuters.com/business/nvidia-backed-coreweave-beats-first-quarter-revenue-estimate-2025-05-14/ ✅ 'From idea to product': How Figma is redesigning workflows with its new lineup https://www.techradar.com/pro/from-idea-to-product-how-figma-is-redesigning-workflows-with-its-new-line-up  ( 3 min )
    From Prompt Chaos to Presets
    InkLytic was created as an AI Content Lab to solve a specific problem: the endless loop of prompt tweaking in modern LLM-driven content creation. Prompt engineering works — until it has to scale. A single prompt might produce decent output for a blog post, but when the format changes, or the tone needs adjustment, or the audience shifts, the process starts over: rephrase, test, tweak. Here’s a typical example from early experimentation: Write a short and engaging social media post about Lionel Messi’s recent goal in the MLS. Use an excited and informal tone. Add a light-hearted emoji or two. The message should be no more than 280 characters. End with a question to encourage comments from fans. It works — once, but then comes the need for a shorter version, more formal version for Facebook,…  ( 4 min )
    Chrome extensions suggestions? Plain JS or template/framework?
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    Best Smartling Alternative for Enterprises
    Want the best Smartling alternative for enterprise use? Or are you simply wondering, “Is Smartling right for my company?” You’re in luck — plenty of alternatives to Smartling translation software are available. While Smartling is a popular CAT tool, there are several reasons you might be searching for enterprise Smartling alternatives. However, you must consider the fact that all premium CAT software is a significant investment. You should get clear on why exactly you’re looking for a better alternative to Smartling. That way, you don’t adopt another platform that presents the same challenges you encountered with your original software. In this post, we explore potential Smartling drawbacks and user-specific needs you might identify with. You’ll benefit from learning the following: Why som…  ( 8 min )
    The Network Layer: The GPS of the Internet (With More Drama Than Your Road Trip)
    Meet the Network Layer—the unsung hero that makes sure your data doesn’t end up in Antarctica when you’re trying to stream Stranger Things. Let’s dive into how it routes your data like a digital road trip! 🚗 What Is the Network Layer? Imagine you’re planning a cross-country road trip. You need a map, directions, and a way to avoid traffic jams. The Network Layer is like your GPS—it routes data packets from point A to point B, making sure they don’t get lost in cyberspace. "The Network Layer: Because no one wants their Netflix stream rerouted to a server in Belarus." Switching: How Data Chooses Its Path Data doesn’t just magically appear on your screen—it takes a journey. There are two main ways it travels: 1. Circuit Switching (Old-School Landline Style) How it works: Befor…  ( 5 min )
    What I’ve Learned After 3 Years as a Frontend Developer
    Three years ago, I started my journey as a frontend developer. Excited, confused, and curious. Since then, I’ve built real projects, made mistakes, joined a team, launched features, and evolved with the tools and trends. Here’s what I’ve learned. Not just technically, but also mentally and professionally that I wish I knew from day one. 🎯 Focus Beats Curiosity When It Comes to Tech At the start, I tried to learn React, Vue, and Angular all at once thinking I had to know everything to be “good.” But eventually, I realized: depth beats breadth. Now, I’ve chosen React as my core tool and I continuously deepen my understanding of it while ignoring the pressure to chase every new trend. 🧱 Fundamentals Are Everything You can’t truly understand frameworks without knowing the basics of HTML, CSS…  ( 4 min )
    How to Build an End-to-End MLOps Pipeline for Visual Quality Inspection
    1. Introduction Visual quality inspection is a critical process in many industrial settings, from manufacturing assembly lines to agricultural sorting. Traditionally, these inspections have relied on manual human effort or fixed rule-based machine vision systems. However, with increasing product complexity and the demand for higher throughput, these approaches often fall short in terms of accuracy, scalability, and adaptability. This is where machine learning (ML) offers a transformative solution, enabling automated, intelligent defect detection. While cloud-based ML inference is powerful, many industrial applications necessitate "edge inference." This means deploying ML models directly onto devices located close to the data source – on the factory floor, in remote facilities, or on autono…  ( 21 min )
    Scripting Limitation of Microsoft 365 F1
    Microsoft 365 F1 is tailored for frontline workers who need secure, streamlined access to essential tools without the complexity of full desktop applications. While the plan supports core communication and collaboration features like Teams and Outlook (web/mobile only), it offers limited capabilities when it comes to scripting and automation. Users on the F1 plan do not have access to full desktop versions of Office apps, which restricts the use of advanced scripting tools like VBA macros in Excel or Word. Users on Microsoft 365 F1 can access Power Automate, but only at a basic level. This means they can create simple workflows using standard connectors—such as automating approval requests or notifications via Microsoft Teams. However, premium connectors and advanced process automation are not available under this plan. Organizations that require more complex automation across apps and services will need to consider a higher-tier license to unlock those features. While end-users face scripting restrictions, IT administrators managing Microsoft 365 F1 environments do have access to some administrative scripting capabilities via PowerShell. This allows them to automate user provisioning, license management, and certain security configurations. However, these tasks are limited to what’s permissible within the F1 license scope and do not extend scripting capabilities to the end-users themselves. If your business requires users to run scripts, develop custom solutions, or build automated workflows across multiple services, Microsoft 365 F1 may not be sufficient. Plans such as Microsoft 365 Business Standard, E3, or E5 offer full desktop apps, broader access to Power Automate, Microsoft Graph API, and more advanced scripting environments. Upgrading to one of these tiers ensures your team has the flexibility and tools needed for deeper customization and process automation.  ( 3 min )
    Design Database Schemas Offline & Synchronize with DbSchema
    "Bro, you don’t always need to be online to work on your schema." That’s what I told a colleague last week - and I wasn’t joking. Ever been on a plane, in a train, or just in a boring hotel room during a work trip, and suddenly you figure out a better way to organize your database structure? Yeah. Same here. That’s where DbSchema’s Offline Design mode becomes a real lifesaver. You can literally open your laptop anywhere, without any connection to the production database, and start sketching ideas directly into the visual model. DbSchema doesn’t require a live connection to a database to get to work. It maintains its own local model of your schema, so you can: Create new tables and columns Define foreign keys (even virtual ones for NoSQL) Refactor structures, rename things, test normalizat…  ( 4 min )
    10 New Free Shopify Themes + AI-Generated Theme Blocks
    Shopify just dropped two major updates that can seriously boost your theme development workflow: Horizon – 10 new free themes by Shopify. AI-generated theme blocks – Powered by Shopify Magic. If you’re working on a storefront, these updates are worth your time. All 10 themes are free Built by Shopify with performance, accessibility, and best practices Support the latest Shopify features Designed for industries like fashion, electronics, and home decor No third-party code — fully maintained by Shopify Long-term support and regular updates Mobile-first and optimised for conversions Easy to customise with Shopify’s theme editor Great base for custom or headless builds URL - https://themes.shopify.com/collections/horizon-themes Shopify Magic now helps you generate theme blocks directly in the theme editor. No coding needed. Saves time when building or customising sections Suggests layout blocks based on natural language prompts Reduces reliance on developers for common layout tweaks Great for non-technical users or rapid prototyping Just open the customiser, choose to add a new block, and let Shopify Magic do the rest. It supports a range of block types, like: Image with text FAQ sections Product highlights Testimonials You can always fine-tune the output manually. More info: Shopify Magic – Theme Blocks These two updates simplify both design and development: Horizon gives you quality themes without cost Shopify Magic cuts down time spent building layouts Have you tried either yet? Which theme or feature made the biggest difference for you? Let’s chat in the comments.  ( 3 min )
    How to connect my hall effect sensors to my microcontroller?
    Connecting Hall effect sensors to your microcontroller (MCU) is straightforward, but depends on whether you're using a digital or analog Hall sensor. Step 1: Determine Your Sensor Type Step 2: Wiring Diagram Digital Hall Effect Sensor (e.g., A3144) Vcc: Connect to 3.3V or 5V (check sensor datasheet) GND: Ground OUT: Connect to digital GPIO input Circuit: Add a pull-up resistor (~10kΩ) between OUT and Vcc (if not already onboard). OUT will go LOW when a magnet is detected, HIGH otherwise. plaintext [ A3144 Sensor ] Vcc --- 3.3V or 5V GND --- GND OUT --- GPIO (with 10kΩ pull-up to Vcc) MCU Code (Polling Example in C): c if (HAL_GPIO_ReadPin(GPIOB, GPIO_PIN_0) == GPIO_PIN_RESET) { // Magnet detected } Analog Hall Sensor (e.g., SS49E) Vcc: 3.3V or 5V GND: Ground OUT: Analog voltage (connect to ADC pin) Circuit: No pull-up needed. Output voltage is typically mid-scale (e.g., ~2.5V) when no magnetic field is present. Varies higher or lower depending on magnetic field direction and strength. plaintext [ SS49E Sensor ] Vcc --- 3.3V or 5V GND --- GND OUT --- ADC pin (e.g., PA0) MCU Code (STM32 ADC Example): c uint32_t adc_val = HAL_ADC_GetValue(&hadc1); // Convert to voltage float voltage = (adc_val * 3.3) / 4095.0; Step 3: Setup in STM32CubeMX (If using STM32) Digital Sensor: Configure GPIO as input, optionally with interrupt. Analog Sensor: Enable ADC, select correct pin, and configure sampling time. Tips Check your Hall sensor's operating voltage before connecting to a 3.3V or 5V MCU. Use decoupling capacitors (0.1µF) near the sensor for noise filtering. For multiple sensors, assign each to a separate GPIO or ADC channel. Use interrupts for real-time edge detection with digital sensors.  ( 3 min )
    🎯 Top 30 Behavioral Interview Questions That Can Make or Break Your Interview 🔥
    When it comes to landing your dream job, nailing the technical questions is only half the battle. Today, most employers are just as interested in how you handle real-world challenges, work with others, and grow from experience. That’s where behavioral interview questions come in. Mastering these questions not only helps you stand out from other candidates, but also proves that you’re ready to thrive in any workplace environment. Here are the top 30 behavioral interview questions to help you stand out and feel confident. 💪🏻 Interviewers want to see how you manage conflict and maintain professionalism. A poor response could signal a lack of emotional intelligence or teamwork. Answer: This reveals your stress management skills and ability to prioritize under pressure, a key trait in dynamic…  ( 10 min )
    MongoDB Relationships - Embedded vs Referenced | Tutorial 2025
    Introduction to MongoDB Installation & Database Creation CRUD Operations Embedded Documents and Arrays Validation Rules - Enforcing Structure in MongoDB Visualize MongoDB Relationships (Embedded vs Referenced) (You are here). MongoDB is flexible, fast, and great for modern applications. But that flexibility comes with a challenge: how do you organize and connect your data without the strict structure of relational databases? In this article, we’ll break down how relationships work in MongoDB using two main approaches: referencing and embedding. Then we’ll look at how you can bring structure and visibility to those connections using virtual relationships in DbSchema - a visual design tool for MongoDB. Referenced relationships work a lot like foreign keys in traditional SQL databases. One do…  ( 5 min )
    How JavaScript Lint Rules Work (and Why Abstract Syntax Trees Matter)
    Linting tools like ESLint have become an essential part of modern JavaScript development. They help enforce code quality, prevent bugs, and maintain consistent codebases across large teams. But few developers understand how lint rules work behind the scenes. At the core of this powerful system is a data structure known as the Abstract Syntax Tree (AST). This article will demystify lint rules by showing how they interact with ASTs, provide examples, and even demonstrate how to write your own custom lint rule using ESLint. A linter is a static code analysis tool. It scans your code without executing it, looking for issues like: Syntax errors Bad practices Style violations Code smells Security flaws Popular JavaScript linters: ESLint – Highly configurable and plugin-based. Prettier – An opini…  ( 5 min )
    Excited to participate
    This is a submission for the Postmark Challenge: Inbox Innovators. What I Built Demo Code Repository How I Built It  ( 2 min )
    Can I Claim a Laptop or Phone on My Business Tax?
    Technology plays a central role in today’s business environment. Laptops and mobile phones are essential tools for communication, administration, and day-to-day operations. For small business owners, sole traders, and freelancers, the question often arises: Can these items be claimed as business expenses on your tax return? What Makes a Business Expense Tax-Deductible? To claim a deduction, an expense must be directly related to earning your business income. According to the ATO, a deductible expense must: Claiming a Laptop for Business A laptop can be claimed as a business expense if it is used to perform work-related tasks such as: Managing business emails and communications Accessing work-related software or tools Preparing reports, invoices, or documents Attending virtual meetings …  ( 6 min )
    What should we do when SQL (and stored procedure) runs too slowly?
    As the most commonly used data processing language, SQL is widely used in many scenarios, such as query and batch operating. When the amount of data is large, SQL (and stored procedure) often leads to very slow running. In this case, it needs to optimize SQL. To optimize SQL, there are some specific systemized ways. Normally, we need to check the execution plan first to find out the reason, and then recode in a targeted manner to achieve the purpose of optimization. For example, for the judgment of continuous numbers, we can use between to replace in, use the select statement to specify the field name, use union all to replace union, and rewrite exists into join. Of course, some optimization methods are available in practice, such as creating an index, and using temporary table/aggregation…  ( 13 min )
    How to translate a PowerPoint presentation into Spanish
    Translating presentations has become a critical part of global communication. Whether you're an educator, business professional, or content creator, knowing how to translate a PowerPoint presentation into Spanish is a skill that can open doors to a wider audience. In this article, we’ll walk you through the full process and explore how to translate PowerPoint to Spanish efficiently using modern tools, including AI. Spanish is the second most spoken language in the world by native speakers. When you translate your slides into Spanish, you're making your content accessible to over 460 million people. Whether you're sharing educational content, pitching an idea, or presenting data, providing a PowerPoint presentation in Spanish builds inclusivity, engagement, and reach. Let’s dive into how to…  ( 5 min )
    ALTER TABLE ADD COLUMN in SQL: Syntax, Tips & Tools
    Changing your schema is part of everyday development, and ALTER TABLE ADD COLUMN is the go-to command for doing it in SQL. Whether you’re using PostgreSQL, MySQL, Oracle, or SQL Server, this command helps you evolve your tables without losing data. Here's how it works—and how to do it right. PostgreSQL/MySQL ALTER TABLE orders ADD COLUMN status VARCHAR(50); SQL Server ALTER TABLE orders ADD status VARCHAR(50); Oracle ALTER TABLE orders ADD (status VARCHAR2(50)); Define constraints from day one ALTER TABLE employees ADD COLUMN start_date DATE NOT NULL; Use meaningful names ALTER TABLE inventory ADD COLUMN last_checked DATE; Set defaults wisely ALTER TABLE tickets ADD COLUMN priority VARCHAR(10) DEFAULT 'normal'; Don’t add unnecessary columns—normalize instead. Update app logic immediately to reflect schema changes. Avoid blocking queries in production environments. Tracking reviews on a product table: ALTER TABLE products ADD COLUMN review_count INT DEFAULT 0; Keeps your schema clean while adding a useful feature. Not a fan of raw SQL? Find your table Click “Alter Table” Add your column Preview SQL Click “Execute” It’s that simple in DbVisualizer. Yes, using ALTER TABLE ... DROP COLUMN ... Use UPDATE to fill new columns with calculated values. Some do. PostgreSQL, yes. MySQL, not always. ALTER TABLE ADD COLUMN is more than just a syntax trick—it’s a key part of adapting to change. Use it wisely, document your updates, and lean on tools like DbVisualizer when needed. For more SQL patterns and tooling tips, check out the ALTER TABLE ADD COLUMN in SQL: A Comprehensive Guide.  ( 17 min )
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    How to Build a Secure Authentication System in Laravel
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    【HarmonyOS 5】华为分享-碰一碰开发分享
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    AI-Powered Bond Cleaning Platform: Developer Snapshot
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    RPC Call? Clearly Explained
    In the intricate world of distributed computing, where applications are often spread across multiple machines, sometimes continents apart, the ability for these disparate components to communicate seamlessly is paramount. This is where the concept of a Remote Procedure Call, or RPC, comes into play. At its core, RPC is a powerful mechanism that allows a program on one computer to execute a procedure (a subroutine or function) in another program located on a different computer, or even in a different address space on the same computer, as if it were a local call. This abstraction simplifies the development of distributed applications by hiding the underlying complexities of network communication. Imagine you're a chef in a busy kitchen (your local program). You need a specific spice that's …  ( 10 min )
    When Code Meets Candles: What Trading Taught Me About Systems and Mindset
    As a developer in the past, I’ve always been drawn to systems — clean logic, predictable outcomes, elegant solutions. But trading? Trading is the exact opposite. It’s messy, unpredictable, and deeply human. At first, I tried to approach the market like I do software — build a strategy, test it, automate where possible. But the markets don’t run on code alone. They run on psychology, emotion, global events, and a thousand invisible threads. That clash between logic and chaos forced me to rethink everything I thought I knew about building systems. Trading isn’t just about algorithms or signals. It’s about mindset, discipline, and adapting your approach when the unexpected hits. Over time, I learned to treat my trading strategy like I do a project: start with a clear structure, iterate fast, test assumptions, and most importantly — expect the system to fail sometimes. It’s a humbling process. But it’s also one that makes you better, not just as a trader, but as a developer and thinker.  ( 3 min )
    How to create security test files for file upload
    I created a bunch of test files for security testing file upload functionalities and decided to write this walkthrough on how each file was created! You can also download the test files from my GitHub, but hopefully people doing security testing don't download random files from the internet :D Instead, it's better to understand how the files work and create them from scratch. If you're not familiar with file upload testing in general, you can for example read the PortSwigger tutorial about it. So here are the instructions on how to create these test files yourself. Here's the list of files covered in this walkthrough: regular-excel-document.xlsx regular-pdf-document.pdf regular-png-file.png regular-text-document.txt regular-word-document.docx eicar-text-document.txt eicar-excel-document.xl…  ( 6 min )
    useMemo in React: Optimizing Performance by Memoizing Values
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    How to Use Transcription to Make YouTube Videos Searchable (And SEO-Friendly)
    If you’re publishing video content on YouTube and hoping to grow an audience—or simply want your content to be found—transcription might be the most overlooked strategy in your toolkit. Search engines don’t watch your videos. That’s where transcription becomes powerful: it turns spoken words into searchable content. Whether you're an educator, podcaster, developer, or digital creator, here's how to make your YouTube videos more discoverable using transcription—and how to do it the right way. When you transcribe your videos, you're essentially creating a rich text layer that: ✅ Gives search engines actual keywords to index From a purely SEO standpoint, having a video transcription turns your entire video into a readable, indexable asset. Especially if you're creating educational content, tu…  ( 5 min )
    Exploring Blockchain Variants: Public, Private, Consortium, and Hybrid
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    SQL COALESCE Explained: Simplify NULL Handling in Queries
    SQL Coalesce Introduction Working with databases often involves dealing with NULL values, which represent missing or undefined data. Whether you're aggregating information, performing calculations, or generating reports, encountering NULLs can lead to confusing results or broken logic. Fortunately, SQL provides a powerful and simple function to manage these situations: SQL COALESCE. This article provides a comprehensive guide to understanding and utilizing COALESCE SQL to simplify the handling of NULL values in your queries. The SQL COALESCE function is used to return the first non-NULL value from a list of expressions. It's especially useful when dealing with columns that may contain NULLs and when you want to provide a fallback value. COALESCE(expression1, expression2, ..., expressi…  ( 5 min )
    Unlocking Productivity and Security with Office 365 E3: A Smart Choice for Modern Enterprises
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    Struggling with Startup Finances? Here’s the Game-Changer I Found!
    Wealth Empires is India's first startup-friendly accounting firm, committed to delivering personalized finance solutions that drive business expansion. They deliver a full-fledged set of services covering business incorporation, accounting & bookkeeping, GST compliance, trademark & licensing, and financial consultancy. Their focus on transparency is seen with no concealed fees, and they value client success through rapid execution, customized services, and strong data protection features. Based in Greenways Business Park, Chennai, Wealth Empires has been able to generate wealth of INR 1,000,090 and save tax value of INR 290,900 for their clients. They aim to provide extraordinary value and radically different results, making them a leading force in transforming the future of financial services. Whether you're just launching your idea or scaling your startup, you don't have to figure it all out alone. With Wealth Empires as your financial partner, you're free to focus on what you do best — building, creating, and leading the way.  ( 3 min )
    Google I/O 2025: New Tools, APIs and Everything Devs Need to Know
    Google I/O was a landmark event for developers, with the company doubling down on its vision on AI-first software development. This year's announcements were lazer-focussed on empowering builders with new AI models, APIs and tools especially through Gemini platform. Here's a deep dive into the developer-centric innovations unveiled at unveiled at Google I/O 2025. The centerpiece of Google’s developer story is the Gemini 2.5 family of AI models. Gemini 2.5 Pro, now featuring the advanced "Deep Think" mode, enables the model to consider multiple hypotheses before responding. It dramatically boosted its performance on complex coding and math tasks. This upgrade positions Gemini at the top of industry benchmarks, with significant improvements in reasoning and accuracy. Gemini 2.5 Flash, the mo…  ( 6 min )
    HTML Tags Decoded: A Beginner's Guide to Structuring Web Pages with AI
    Let’s face it — HTML can seem like a wall of angled brackets and weird abbreviations when you’re just starting out. What exactly is a ? Why do some tags need a closing tag and others don’t? And what’s the deal with all the nesting? The good news? You don’t have to figure it all out by yourself. In this post, we’re breaking down the basics of HTML — what tags are, how they work, and how you can use AI to learn them faster (and fix them when things go wrong). Whether you’re new to coding or picking it up again after a break, this guide will help you get your footing in it. We’re continuing our series inspired by the book HTML & CSS Coding with AI — and today, we’re starting at the very beginning: how websites are structured. Even if AI can write it for you, knowing what HTML does — and…  ( 6 min )
    informative
    Web Development in 2025: Technologies Shaping the Future Hassaan Khan ・ May 19 #community #webdev #programming #javascript  ( 2 min )
    How long do you guys think it take to fluently code in C?
    A post by Liam  ( 2 min )
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    So you’ve agreed to do a demo. Buckle up: it’s basically a stand-up comedy where the code plays clown. Demos matter because, yes, someone actually cares what you built (and they expect it to work). This is your chance to show off your genius, justify that two week sprint, or at least avoid getting fired for the day. “If it compiles on the first try, a nyawawa (demon) is probably involved.” Odhiambo. F Why Demos Matter (Even if You’d Rather Be Coding) Show Your Masterpiece: A demo lets you share what you’ve built. Managers and coworkers finally see your code in action instead of trusting your rambling status updates and confluence edits. I know you already know that. Get Real Feedback: Ever wonder if anyone actually cares about that one obscure feature you spent a week on? A demo answers…  ( 6 min )
    How I Built a Modal Window Using Only HTML & CSS (No JavaScript!)
    Modal windows—those popups that overlay a page—are commonly used for login forms, alerts, and messages. Most developers reach for JavaScript when creating them. But what if I told you that you can build a clean, functional modal window using only HTML and CSS? In this post, I’ll show you exactly how to do that—no JavaScript required. There are times when I want something fast, lightweight, and easy to maintain—especially for simple sites, landing pages, or documentation. That’s when a pure CSS modal becomes the perfect solution. It works even when JavaScript is disabled and keeps your front end lean. HTML Structure Pure CSS Modal <l…  ( 4 min )
    Top 5 Free Figma Plugins & Libraries for Illustrations in 2025
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    Destructor in python
    A destructor (del) is used to clean up resources when an object is about to be destroyed. It doesn't run immediately after an object is no longer used, but is triggered automatically by Python's garbage collector when there are no more references to that object. Important Points: Python automatically calls the destructor (del) When no more variables reference an object, Python automatically calls del() (if defined). When is del() useful? You might define a destructor when: You need to close a file. You don’t manage memory directly (like in C/C++). Python handles memory. You can’t force the garbage collector to run at an exact time (though you can suggest it using gc.collect()). 🧠 Analogy It watches which objects you're using. When you stop using something and forget it, the housekeeper eventually throws it out. If you say del obj, you're telling the housekeeper: "Hey, I don't need this anymore." But the housekeeper decides when to actually throw it out.  ( 3 min )
    📘AI Fundamentals: What Everyone Should Know in the Age of Artificial Intelligence
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    Rate Limiting Hono Apps: An Introduction
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    Understanding Stale Closures in React: Common Pitfalls and How to Avoid Them
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    Sleep Mode: Automating Wi-Fi & Bluetooth Off at Night on Apple Devices
    As a runner and fitness enthusiast, sleep is essential for my recovery — and yet, it’s something I’m constantly working to improve. I aim for 8 hours a night, but my Apple Watch reports an average closer to 6.5 hours over the past few months, with some nights dipping as low as 5. Being a light sleeper doesn’t help either. I’ve experimented with wax earplugs to block out noise and blackout curtains to keep light at bay. One thing I’ve wanted to automate for a while now is disabling Wi-Fi and Bluetooth on the devices near my bed — including both my personal and work MacBooks, my iPhone, and ideally even my Apple Watch (which I wear to track sleep). These devices all stay in my bedroom overnight, so minimizing potential sleep disruptors has become a personal experiment. You might ask: why go …  ( 7 min )
    [Boost]
    From Idea to Launch: A Developer’s Guide to Building Your First Startup Pratham naik for Teamcamp ・ May 22 #productivity #devops #opensource #startup  ( 2 min )
    Google Latest Update On AI
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    [Boost]
    From Idea to Launch: A Developer’s Guide to Building Your First Startup Pratham naik for Teamcamp ・ May 22 #productivity #devops #opensource #startup  ( 2 min )
    [Boost]
    From Idea to Launch: A Developer’s Guide to Building Your First Startup Pratham naik for Teamcamp ・ May 22 #productivity #devops #opensource #startup  ( 2 min )
    How Do You Stay Motivated When Coding Gets Tough?
    We’ve all been there staring at a stubborn bug or feeling completely stuck on a complex problem. When coding gets frustrating, how do you move forward? For me, breaking a problem down into smaller steps and focusing on one thing at a time really helps. I also take short breaks to clear my head and come back with fresh eyes. Sometimes, just going for a walk makes a big difference. I try to remind myself why I started coding in the first place, it’s easy to lose sight of that when things get tough. What about you? What keeps you going when you’re feeling stuck or overwhelmed? Let’s share some tips and encouragement below! 👇  ( 3 min )
    [Boost]
    From Idea to Launch: A Developer’s Guide to Building Your First Startup Pratham naik for Teamcamp ・ May 22 #productivity #devops #opensource #startup  ( 2 min )
    noOp variable in n8n source code.
    In this article, we review a variable named noOp. This is something I found in logger.ts file in the n8n source code. When I saw this line below, what it tells me straight away is that it’s something to do with no operation : const noOp = () => {}; When you look at this, it’s doing nothing. I mean, it’s just an arrow function that returns an empty object So you might be wondering how is this used? So that’s what we will find out. When I click on the no-op, these are the symbols I found on the right side and in the same file, I see that this variable is used at line 103. When I click and jump to that line, you will see that this is inside a function called setLevel. private setLevel() { const { levels } = this.internalLogger; for (const logLevel of LOG_LEVELS) { if (levels[logLe…  ( 5 min )
    Safari's Tab Key Trap: Why Your Website's Focus Navigation Might Be Breaking for Safari Users
    Recently, a zk user reported that they couldn't tab through all interactive elements on a zul page. This behavior is tied to a little-known setting deep in Safari’s Settings. Keyboard navigation is essential for accessibility, allowing users who rely on keyboards or assistive technologies to navigate without a mouse. It also benefits power users who prefer using Tab for faster navigation. If this doesn't work as expected, especially on Safari — one of the major browsers — it can be a frustrating and invisible blocker. Assuming I create a page with a textbox, menubar, menuitem, anchor link, intbox, navbar, and navitem, and visit it with various browsers. When pressing the Tab key in Chrome (136.0), Firefox (138.0), and Edge (136.0), I can successfully move through all components, including each link, menu item, and nav item. But within Safari (18.4), I can only focus on some components. Safari will skip most menu items, links, and nav items. You can try the page on zk fiddle with your Safari. I found the root cause is: The option “Press Tab to highlight each item on a webpage” in Safari Settings is unchecked by default. After I checked that option, I can focus on all components by pressing the Tab key. If it’s unchecked, you have to press Option + Tab key to focus on all components.  ( 3 min )
    Rethinking API Versioning: Why Full Semantic Versioning Might Be an Anti-Pattern for Your API
    API versioning is an indispensable discipline in the lifecycle of any application programming interface. As APIs evolve with new features, bug fixes, or fundamental architectural changes, a robust versioning strategy is paramount to ensure smooth transitions for client applications and maintain a stable ecosystem. Many development teams, drawing from their experience with software libraries, naturally gravitate towards semantic versioning (SemVer), a widely adopted standard that uses a three-part MAJOR.MINOR.PATCH numbering scheme. However, while SemVer offers undeniable clarity for software packages, its direct and granular application to version REST API endpoints can introduce unnecessary complexity, operational overhead, and a less-than-ideal experience for API consumers. This article …  ( 9 min )
    RAG: Smarter AI Agents [Part 2]
    Most developers who works with AI eventually hit the same wall - context. You can pipe tools together, chain AI prompts, or write clever workflows, but at some point, you realize your agent isn’t really thinking. It’s reacting. You need something different. I hope you used n8n, LangChain, or a similar tool, and you probably created pipelines where each AI step feeds the next. That works for formatting data or guiding workflows. And it is fine for simple agents, but what if your agent needs to remember? What if it needs to learn across conversations? How about adapt to changes? ... or retrieve knowledge like a human? Before diving into the code, let’s break down AI memory into three simple categories: Stateless (No Memory): Short-Term Memory: Long-Term Memory: try to remember remembers prev…  ( 5 min )
    How I Built an AWS Project Idea Generator Using AI
    As someone who constantly learns and writes about AWS, I’ve found myself often asking: “What should I build next?” Not just for the sake of learning—but to challenge myself, grow professionally, and create blog posts that actually help others. But here’s the thing… coming up with project ideas is hard. With over 200 AWS services, it’s easy to feel overwhelmed. I’d often sit down thinking: Should I build something with Lambda? Maybe try a serverless ETL pipeline? What’s a good way to combine AI and AWS? But instead of starting, I’d spiral into: Paralysis by analysis. It turns out I wasn’t alone. Many AWS learners and professionals face the same challenge. That’s when an idea struck: What if I could describe: My experience level The AWS services I want to learn or showcase ...and an AI c…  ( 5 min )
    How I Set Up SafeLine WAF in 3 Minutes and Blocked Real Attacks
    Looking for a lightweight, fast-deploying WAF solution? In this hands-on guide, we walk you through deploying and testing SafeLine WAF, an open-source Web Application Firewall built by security experts at Chaitin Tech. With intelligent semantic analysis at its core, SafeLine offers powerful protection against SQLi, XSS, HTTP Flood, and more — while remaining easy enough to install and use in under 5 minutes. SafeLine is a modern, open-source Web Application Firewall developed by Chaitin Tech over nearly a decade. It’s designed as a reverse proxy WAF that protects your web apps from malicious traffic, while minimizing false positives and performance hits. SafeLine is especially well-suited for small and medium businesses (SMBs), personal sites, and developers looking for a secure yet simpl…  ( 4 min )
    devlog0 — the one where I fine-tune Mistral and it just barely works
    the "devlog" (ugh) series will be just a kind of public exhibitionist diary to self-indulgently share some work I did. nothing big. nothing serious. OK, chatGPT... uh... tell me what to say now. Should I be funny, serious? where are the hiring departments? After reaching a creative-stopping-point or end-token in the BeaconAI project from my last post, I decided the logical next move was to start attempting to locally deploy an LLM and dig a bit deeper into the finer details. The model I decided to work with was Mistral. I deployed a quantized version, as my CPU/GPU pair is unable to effectively deploy the full version. I was able to get it up and running, and I used it for generating outputs in the BeaconAI application. The logical next step was to attempt PEFT fine tuning. Parameter Effic…  ( 5 min )
    Building Your First Android App: A Beginner's Guide
    Building Your First Android App: A Beginner's Guide So, you've decided to dive into Android development—great choice! Building your first Android app can be both exciting and a little overwhelming, but with the right guidance, you'll be up and running in no time. In this guide, we'll walk through the essential steps to create a simple Android app, from setting up your development environment to running your app on an emulator or physical device. By the end of this tutorial, you'll have a functional app and a solid foundation to build upon. And if you're also looking to grow your YouTube channel with tech tutorials, check out MediaGeneous for expert strategies. Prerequisites Before we begin, make sure you have the following: A computer running Windows, macOS, or Linux. Basic understanding o…  ( 4 min )
    The Ultimate Guide: How AI Is Revolutionizing the Manufacturing Industry
    Artificial Intelligence (AI) is fundamentally reshaping the manufacturing landscape, powering the transition from traditional factories to smart, adaptive, and highly efficient production environments. This comprehensive guide covers every major aspect users are searching for, from core concepts and benefits to real-world use cases, challenges, and emerging trends for 2025 and beyond. 1. What Is AI in Manufacturing? AI in manufacturing refers to the deployment of intelligent algorithms, machine learning (ML), computer vision, and data analytics to automate, optimize, and enhance every stage of the production lifecycle. This includes everything from design and assembly to quality control, supply chain management, and predictive maintenance. AI works both autonomously and alongside human wor…  ( 5 min )
    Supercharging Personalization with Akamai EdgeWorkers: Fast, Smart, and Serverless
    Personalization is at the heart of modern digital experiences. Whether it’s suggesting the right product, showing tailored promotions, or dynamically updating content, users expect fast, relevant interactions across every touchpoint. But here’s the challenge: the closer the personalization logic lives to the backend, the more latency and potential bottlenecks you introduce. That's where Akamai EdgeWorkers change the game. Edge computing has revolutionized how we think about performance. Instead of relying entirely on origin servers, we can now push business logic and personalization closer to the user—right to the edge. Traditionally, personalized content is generated at runtime by backend services. This often involves API calls, session validation, user segmentation, and rendering logic.…  ( 5 min )
    📢 Amazon RDS Now Supports Easy Retrieval of Engine Lifecycle Support Dates
    Managing the lifecycle of your Amazon RDS databases just got easier! Amazon RDS now provides a simple way to view engine support dates for your database engines — directly from the RDS API or AWS CLI. With this new feature, you can now: ✅ View start and end dates for RDS Standard Support ✅ Check if RDS Extended Support is available ✅ Get both support periods in a single response (if available) This applies to Amazon RDS and Amazon Aurora major engine versions. Previously, finding out when your database engine version would reach its end of support meant digging through documentation or announcements. Now, you can fetch this information programmatically, making it easier to: 🗓️ Plan upgrades ahead of time 🛡️ Ensure compliance and security 🚫 Avoid running unsupported versions Here’s how you can check support dates for PostgreSQL 11: aws rds describe-db-engine-versions \ --engine postgres \ --engine-version 11 \ --include-all Output (simplified): { "Engine": "postgres", "EngineVersion": "11", "SupportDescription": { "StandardSupport": { "StartDate": "2018-10-01", "EndDate": "2024-11-09" }, "ExtendedSupport": { "EndDate": "2026-11-09" } } } Now you know exactly when your engine support ends — and whether Extended Support is an option. This feature is a great step toward proactive database lifecycle management. If you're running critical workloads on Amazon RDS or Aurora, this new visibility helps ensure business continuity, security, and compliance. ➡️ Start using it today with the AWS CLI or API! Let me know what you think about this new feature. Are you planning to use it to manage your DB upgrades better?  ( 4 min )
    How to Deploy a Dockerized Node.js App on Google Cloud Run
    If you're building scalable applications in Node.js, there's a good chance you've considered Dockerizing your app to make it more portable and consistent across environments. But once it’s containerized, the next question becomes: where do I deploy this? That’s where Google Cloud Run comes in. Google Cloud Run is a fully managed platform that lets you deploy containerized applications that scale automatically. It abstracts away infrastructure headaches, handles HTTP traffic, scales to zero when idle, and runs your app in a secure, isolated environment. Before we dive into the technical details, let’s take a second to appreciate why Cloud Run is such a powerful option for modern web apps: Serverless but flexible: It’s serverless, but you can bring your own Docker container. Secure by defaul…  ( 7 min )
    Why is my React component flickering?
    Understanding Re-renders with React Context and how to avoid waste Have you ever wondered why your component in React re-renders even without anything visibly changing? Let's understand this with simple examples – as if we were assembling a block game. Imagine three components, one inside the other: And let's say you have a Context at the top (App) that shares some data with everyone below. If re-renders (for any reason), all components below it also re-render: App -> Container -> SearchContainer -> Search Even if only the last one (Search) actually uses the Context! If Container and SearchContainer don't need to change, we can avoid the effort of re-rendering them by using…  ( 5 min )
    Introducing Zod 4 – Super Fast, Lightweight, and Packed with Powerful Features!
    After a year of active development, Zod 4 is officially released with major improvements. This stable version is faster, slimmer, and more TypeScript-optimized compared to the previous Zod 3. 14x faster string parsing: Deep optimizations in string validation make your app respond much faster, especially when handling large amounts of text data. 7x faster array parsing: Efficiently process complex or large arrays, minimizing latency in data validation. 6.5x faster object parsing: Ideal for objects with many fields, ensuring smoother validation and faster API responses. Reduces type instantiations by up to 100x, speeding up the TypeScript compiler significantly, especially for large and complex codebases. Compilation time is improved by around 10x compared to Zod 3, providing a smoother…  ( 4 min )
    Statistics by Time Window — From SQL to SPL #31
    Problem description & analysis: The Time field of a certain database table is time, and the time interval is sometimes greater than 1 minute. Task: Now we need to divide the data into windows every minute, fill in the missing windows, and calculate the four values for each window, which are: start_value, the last item of the previous window; end_value, the last item in this window; min, the minimum value of this window; max, the maximum value of this window. The start_value in the first minute is based on the first record in this window; If data for a certain window is missing, replace it with the last item of the previous window (same as the start_value of this window). SQL: with overview as ( SELECT distinct on (a.time) a.id, a.time, b.time as "end", a.value, da…  ( 8 min )
    🧼 How to Write Clean React Code
    Writing clean code in React is not just about making it work—it's about making it readable, maintainable, and scalable. Whether you’re building a simple to-do app or a large-scale application, following clean code principles will make your life (and your team’s) much easier. Here are some practical tips to help you write clean React code 👇 📁 Organize Your Folder Structure Structure your project in a scalable way. Avoid dumping all files in one folder. Bad: /src Good : 🧩 Use Functional Components & Hooks Prefer functional components with hooks over class components. // ✅ Clean function Welcome({ name }) { return Hello, {name}! ; } 📦 Break Components into Smaller Pieces Keep components small and focused on one task. If a component is doing too much, break it into smaller ones. // ❌ Bad const Dashboard = () => { // fetching, rendering UI, handling logic... all in one }; // ✅ Good // Dashboard.jsx → uses , , etc. 🧹 Clean Up useEffect Always clean up side effects to avoid memory leaks. useEffect(() => { const interval = setInterval(() => { console.log("Running..."); }, 1000); return () => clearInterval(interval); // ✅ cleanup }, []); 🧪 Write Reusable Hooks Extract reusable logic into custom hooks. // useToggle.js import { useState } from 'react'; export function useToggle(initialValue = false) { const [state, setState] = useState(initialValue); const toggle = () => setState(prev => !prev); return [state, toggle]; } 🚀 Final Thoughts Easy to read 👓 Easy to reuse ♻️ Easy to test 🧪 Easy to maintain 🛠️ You don’t need to be perfect—just aim for improvement step by step. Happy coding! 🎉  ( 3 min )
    How Second-Brain built an AI system for financial institutions with NocoBase
    Originally published at https://www.nocobase.com/en/blog/second-brain. Second-Brain is an AI startup based in Hong Kong, founded by a team with backgrounds in finance and consulting. They specialize in building AI-driven decision-making systems for enterprises. In B2B enterprise settings, the hardest part of building AI systems isn’t the models themselves—but the messy and fragmented data behind them. Internal policies, workflows, and business records often exist in silos, in inconsistent formats, and sometimes even contradict each other. Without cleaning and structuring this data, AI simply can’t generate meaningful insights. To enable AI to "understand" an enterprise, Second-Brain's first step is to build a foundational layer that consolidates proprietary enterprise knowledge, including…  ( 6 min )
    Desbloqueo remoto LUKS, una solución innovadora - NixOS
    Ninguna IA ha estado involucrada en la creación de este articulo. Como lograr desbloquear remotamente nuestro NixOS que use LUKS como medida de cifrado completo. Esto será posible ya que, durante el Boot, nuestro OS solicitará a un "dispositivo remoto autorizado", por ejemplo nuestro celular, la clave LUKS. Como intermediario de comunicación usaremos Ntfy y todo el intercambio de información estará cifrado con múltiples capas de seguridad. Finalmente, y como algo opcional, abordaremos la integración de AirVPN (OpenVPN) como una VPN que se usara durante el Boot para asegurar la comunicación. También abordaremos detalles respecto a posibles DNS leak del proceso. Esta solución nace desde la imposibilidad, en circunstancias normales, de desbloquear un servidor NixOS que tenga LUKS de alguna fo…  ( 23 min )
    Gestão Financeira para Consultórios de Psicologia: Dicas Essenciais
    Gerenciar um consultório de psicologia vai muito além do cuidado com os pacientes; envolve também a responsabilidade de manter uma saúde financeira sólida e sustentável. Com a crescente competitividade no mercado e as particularidades do atendimento psicológico, profissionais da área precisam dominar conceitos essenciais de gestão financeira para garantir a continuidade e o sucesso de suas práticas. Uma gestão financeira eficiente permite controlar despesas, planejar investimentos e estabelecer preços justos, promovendo estabilidade econômica e confiança dos pacientes. Além disso, uma boa administração financeira possibilita aos psicólogos focar no que realmente importa: oferecer um atendimento de qualidade e ampliar seu impacto na vida de seus clientes. Este guia prático foi elaborado esp…  ( 7 min )
    Programming joke
    Why do programers prefer dark mode? Because light attracts bugs!  ( 2 min )
    📬 My Go-To Engineering Newsletters (30+ Summarized)
    Engineering newsletters offer a streamlined way for professionals to stay informed about industry trends, learn new skills, and connect with a community. They are a convenient way to access curated information and expert insights, keeping you ahead of the curve in a rapidly evolving field. Here’s a quick breakdown of the newsletters I read regularly, their key topics, and why they’re valuable for software engineers. 1. ByteByteGo Focus: System design, scalability, and backend architecture. Why Read: Offers visual explanations of complex system design concepts, beneficial for technical interviews and architectural understanding. Subscription: bytebytego.com 2. Quastor Focus: System design, big tech engineering blog summaries, technical deep dives. Why Read: Summaries of big tech engineer…  ( 6 min )
    Understanding ViewContainerRef in Angular
    When working with dynamic components in Angular, ViewContainerRef is an essential tool that allows you to programmatically manipulate the DOM and insert components at runtime. This article breaks down how to use @ViewChild with ViewContainerRef, and provides a practical example of rendering a component dynamically. @ViewChild? @ViewChild is a decorator that allows you to query a DOM element or Angular directive/component from your template. @ViewChild('container', { read: ViewContainerRef, static: true }) container!: ViewContainerRef; 'container': Refers to a template reference variable, like #container in the HTML. read: ViewContainerRef: Tells Angular to return the ViewContainerRef instead of the default element/component. static: true: Tells Angular to resolve this reference before n…  ( 3 min )
    Are Your Linux Files as Secure as They Should Be?
    When it comes to Linux file security, most users are familiar with the basics—chmod, chown, and maybe even a quick glance at ls -l. But these simple tools are just the surface. If you're managing servers, deploying applications, or handling sensitive data, you need a deeper layer of protection. Linux offers powerful built-in tools that go beyond basic permissions—and understanding them is crucial. In our latest guide, we break down the three core models of Linux access control: Discretionary Access Control (DAC) Access Control Lists (ACLs) Mandatory Access Control (MAC) Plus, we walk through how AppArmor, SELinux, and Auditd work together to secure your system from the ground up. 🔒 Ready to go beyond chmod and take full control of your file security? Read the full guide →  ( 3 min )
    I made another AI built Idle clicker game? Yup.
    But this time it's not just in the text editor. There's a frontend. In my previous post I entered a submission on the AWS Challenge which was me testing out AI for the first time in a project setting. That release was a text editor idle game. So I thought, why not try to make something visual? For this project I wanted to expand and try something everyone knows and talks about -- ChatGPT. Previously whenever I would go on ChatGPT it would be to ask it to make me quick roadmaps to learn something. So instead of me taking weeks to master something based on its guidance, I wanted to see how smart ChatGPT really could be when it came to making a game. Well, I was surprised and impressed. I didn't know what to expect when I first starting writing the prompt. I didn't think it would spit me out …  ( 5 min )
    Tesla’s Optimus: A Stock Price Disaster Waiting to Happen
    The Illusion of Progress: Analyzing Tesla’s Optimus Robot Demonstrations A Carefully Curated Display Observing Tesla’s Optimus bot demonstrations, one might find a pattern emerging: the videos are invariably short, edited together to suggest a seamless execution of movement. This is, however, by design. The underlying Large Language Model (LLM)-based approach used in Optimus starkly contrasts with traditional heuristic-driven robotics. Unlike heuristic models, which rely on pre-defined logic and task-specific programming, Optimus leverages machine learning techniques to generate actions. What this means is that instead of executing fully autonomous behaviour, the bot performs discrete snippets of movement—ones it has learned from sequences such as dance routines and combat kat…  ( 3 min )
    Linux in Action: Mastering Group Account Management & Operations
    Introduction In Linux, user management doesn't end at the individual level—group management is equally vital for maintaining a secure, efficient, and organized system. Groups allow system administrators to streamline permissions, collaborate within teams, and enforce consistent access policies across users. This article dives deep into Linux group account management. We'll explore group types, system files involved, essential commands, and real-world operational tips that apply from small teams to enterprise-grade environments. What Are Groups in Linux? Group Account Databases Essential Group Management Commands Real-World Notes and Operational Considerations Conclusion A group is a logical collection of user accounts. Groups make permission management easier by allowing shared access…  ( 4 min )
    Seeing the World: A Beginner's Guide to Convolutional Neural Networks (CNNs) with PyTorch
    Welcome to the fascinating world of deep learning! If you've ever wondered how computers can recognize objects in images, distinguish between different types of clouds, or even power automated passport control systems, you're about to uncover one of the key technologies behind it: Convolutional Neural Networks (CNNs). These powerful neural networks are specifically designed to handle image data and have revolutionized computer vision over the past decade. Before diving into CNNs, let's understand how computers perceive images. Digital images are made up of tiny squares called pixels. In a grayscale image, each pixel holds a numerical value representing a shade of gray, typically from 0 (black) to 255 (white). For color images, each pixel usually has three numerical values representing th…  ( 9 min )
    Frontend'in Derinliklerinde: Kodun Ötesinde Tasarım
    Yaz tatili, yalnızca güneşli günlerin ve dinlendirici manzaraların keyfini çıkarmakla kalmaz, aynı zamanda yeni beceriler öğrenmek ve yaratıcılığımızı keşfetmek için de harika bir fırsattır. Özellikle web geliştiricileri için, ön uç geliştirme becerilerini geliştirmek ve kullanıcı deneyimini yeni seviyelere taşımak için mükemmel bir zaman. Bu yaz, "Frontend'in Derinliklerinde: Kodun Ötesinde Tasarım" başlıklı bir yolculuğa çıkıyoruz. Web geliştirme, yalnızca kod satırlarından ibaret değildir; tasarım, kullanıcı deneyimi ve estetik de önemli bir rol oynar. Ön uç, web sitesinin veya uygulamanın kullanıcılarla etkileşimde bulunduğu yerdir ve dikkatli bir tasarım ve uygulama, kullanıcının deneyimini tamamen değiştirebilir. Bu yazıda, ön uç geliştirme sürecinin kodun ötesine geçen yönlerini keş…  ( 4 min )
    Never lose valuable error context in JavaScript
    If you are a JavaScript developer, you might have ran into error messages like: Failed to extract text from the file Failed to save entity And so on... But what exactly led to failing of an entire high-level operation? We don't know the answer because we didn't do a good enough job to preserve the error context, when throwing a specific error that is a symptom of a more low level cause. For years, JavaScript developers have struggled to preserve appropriate error context when throwing exceptions, as there was no in-built mechanism provided by the language to attach error cause, unlike other languages like Java, Python and C#. This problem was solved by Node, when they finally added a cause property to their Error constructor in v16.9.0, which means you could now throw exceptions like so: t…  ( 5 min )
    🚀@zeroopensource/zero-id v0.0.2 is live!
    Utility for generating random hexadecimal IDs https://github.com/zeroopensource/zero-id ZeroOpenSource™ opensource #npm #javascript #devtools zero #zeroopensource #zeroopensourcetm  ( 2 min )
    Capstone notes p2
    Writing sample data: started with small amount from Study Buddy - need to follow "Contact Book - Our Very First Database" from AppDev1 section "custom rake tasks" Association Accessors: Direct Associations: belongs_to default is opposite: belongs_to adds an automatic validation to foreign key columns enforcing the presence of a valid value unless you explicitly add the option optional: true. So: if you decided to remove the null: false database constraint from any of your foreign key columns in the migration file (e.g., change t.references :recipient, null: false ... to t.references :recipient, null: true ...), then you should also add the optional: true option to the corresponding belongs_to association accessor. So remember — if you’re ever in the situation of: you’re trying to save a record the save is failing you’re doing the standard debugging technique of printing out zebra.errors.full_messages you’re seeing an inexplicable validation error message saying that a foreign key column is blank now you know where the validation is coming from: belongs_to adds it automatically so figure out why you’re not providing a valid foreign key (usually it is because the parent object failed to save for its own validation reasons) Direct associations: has_many belongs_to, there should be an inverse has_many. Check to make sure you have all of these inverse 1-N associations. attendee ~ fan leaders = who a user is following  ( 3 min )
    🚀@zeroopensource/zero-id v0.0.1 is live!
    Utility for generating random hexadecimal IDs https://github.com/zeroopensource/zero-id ZeroOpenSource™ opensource #npm #javascript #devtools zero #zeroopensource #zeroopensourcetm  ( 2 min )
    How To Introduce a New API Quickly Using Quarkus and ChatGPT
    My last two articles (part 1 and part 2) focused on getting to market quickly using Java. The only difference was the build automation tool that I used for each example. This time, I want to step outside of my comfort zone and try something a little different. I read about how Quarkus is a Kubernetes-native Java framework designed for building fast, lightweight microservices. What’s even better is that it is optimized for cloud environments, including features like fast startup times, low memory footprints, and support for both imperative and reactive programming models. Like before, the key to success is how quickly we can go from idea to reality. In this case, let’s see how quickly I can establish a new API using Quarkus and deploy it to the cloud. Leaning on ChatGPT for Assistance … Aga…  ( 10 min )
    LockedIn AI: A Hidden Desktop App Powered by Bright Data to Crack Interviews Anywhere
    This is a submission for the Bright Data AI Web Access Hackathon 🔐 What I Built It solves a critical problem: how to prepare for high-stakes interviews without anyone noticing. With real-time AI feedback, curated industry-specific questions, and stealth performance, it’s designed to maximize user confidence and readiness without drawing attention. 🎥 Demo https://www.lockedinai.com https://youtu.be/cGG6TRgiDso?si=rhvNguO3c6bAKZeT 🧠 How I Used Bright Data's Infrastructure Fresh job descriptions from leading job boards Trending questions from discussion forums like Reddit and Glassdoor Company-specific interview trends and updates Bright Data enabled us to dynamically adjust AI models based on real-world interview trends—making our answer generator contextually smarter and more relevant. ⚡ Performance Improvements Our AI Interview Answers Generator improved relevance scoring by 28%. Users reported a 40% higher satisfaction rate in mock interviews due to contextual accuracy. Reduced hallucinations in AI responses, thanks to grounded data sourced from Bright Data. Traditional, static datasets couldn't match the pace of evolving interview standards. Bright Data gave us the competitive edge we needed to make LockedIn AI not just intelligent—but timely and reliable. If you enjoyed this project, feel free to check us out at https://www.lockedinai.com  ( 3 min )
    React Mastery: Understanding `onChange={handleChange}` vs `onChange={(e) => handleChange(e)}`
    onChange={handleChange} vs onChange={(e) => handleChange(e)} In modern React development, handling events is a foundational skill for building responsive, data-driven interfaces. Whether you’re crafting a dynamic form or building reusable components, knowing how to manage events efficiently can make your code simpler, more readable, and more performant. Today, we’ll break down a deceptively simple difference that many React devs gloss over: onChange={handleChange} vs onChange={(e) => handleChange(e)} At first glance, both seem to do the same thing—pass the event to a handler. But there are subtle differences that matter in real-world apps. Let's explore them together. Imagine a typical React input form using TypeScript: import React, { useState } from 'react'; export const EmailInput …  ( 4 min )
    [Boost]
    Best Practices for JavaScript Modularization Omri Luz ・ May 19 #javascript #programming #webdev #advanced  ( 2 min )
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  • Open

    US tourist drugged by fake Uber driver and robbed of $123K BTC — Report
    An American tourist in the United Kingdom was reportedly drugged by an individual posing as a taxi driver, who stole the tourist's $123,000 in Bitcoin stored on a cell phone. According to a report from My London, Jacob Irwin-Cline went out to a London bar and had several drinks before calling an Uber to take him home. Cline said that he did not thoroughly check the details of the Uber ride on his phone and left with a random private cab driver resembling the Uber driver at first glance, but driving a different vehicle — a detail Cline would only discover after the incident. Once inside the vehicle, the US tourist said the driver offered him a cigarette, which Cline said was likely laced with a rare and potent sedative drug called scopolamine. Cline added that the cigarette made him feel …
    Senators plan to amend GENIUS Act to address Trump family's stablecoin
    Though a majority of members of the US Senate voted to advance a bill to regulate payment stablecoins on May 20, high-ranking Democrats are planning to propose an amendment to the legislation to address President Donald Trump’s connections to the cryptocurrency industry. According to a May 22 Axios report, Senate Minority Leader Chuck Schumer and Senators Elizabeth Warren and Jeff Merkley will file an amendment to the Guiding and Establishing National Innovation for US Stablecoins Act, or GENIUS Act, to block a US president from profiting from stablecoins. The proposed amendment would come after 18 Democrats sided with Republicans in the Senate in voting to advance the bill on May 20 after it failed a procedural vote on May 8. “Passing the GENIUS Act without our anti-corruption amendment s…
    XRP price fails to respond to two extremely bullish developments — Here is why
    Key takeaways: The SEC’s decision on a spot XRP ETF could ignite a significant rally. The current $2.2 billion in XRP futures hints at growing institutional investor demand. The two most bullish events ever imagined by XRP (XRP) advocates happened in 2025, but XRP continues to underperform the cryptocurrency market. On March 6, XRP was listed as a candidate for the United States' “Digital Asset Reserve,” and Ripple Labs settled a multi-year-long complaint with the US Securities and Exchange Commission on May 8. XRP/USD (blue) vs. crypto market capitalization. Source: TradingView / Cointelegraph XRP fell 6% in the three months leading up to May 22, while overall crypto market capitalization rose 10%. Traders remain hopeful for a 45% rally to $3.50, with derivatives metrics signaling risi…
    Sui validators freeze majority of stolen funds in $220M Cetus hack
    Cetus, a decentralized crypto exchange (DEX) built atop the Sui blockchain network, said $162 million of over $220 million stolen in a May 22 hack has been frozen. According to the Cetus team, the DEX is working with the Sui Foundation and other entities within the ecosystem to recover the remainder of the funds. The Sui Foundation also confirmed: "A large number of validators identified the addresses with the stolen funds and are ignoring transactions on those addresses until further notice. The Cetus team is exploring paths to recover those funds and return them to the community." The Cetus hack is the latest in a string of such incidents impacting crypto and Web3 in the first half of 2025. Cybersecurity continues to be a major issue in crypto, with many industry executives calling for t…
    OpenAI plans to ship 100 million pocket-sized AI devices for everyday use
    OpenAI is planning to develop AI “companion” devices that will integrate artificial intelligence capabilities with everyday life, potentially opening the door to a new high-tech innovation used alongside laptops and smartphones. In an interview with The Wall Street Journal, OpenAI CEO Sam Altman said he and designer Jony Ive are developing these secret devices for mass consumption, with plans to ship 100 million units upon launch. Ives joined OpenAI after his startup, io, was acquired by Altman’s company in a $6.5 billion deal, the Journal reported on May 21.  Neither Altman nor Ives specified what these companion devices would look like or how they would operate. Ives simply referred to them as a “new design movement” that would be similar to Apple’s family of hardware and software integr…
    Solana price fractal targets rally to $260, but one thing must happen first — Analysts
    Key takeaways: Solana’s bull flag pattern projects a rally to $260, but low spot buy volumes have analysts advising caution. After briefly dropping to $160 from $184, Solana (SOL) is attempting to reclaim a position above its key resistance at $180 for a second consecutive week. With Bitcoin (BTC) hitting an all-time high, market speculators are banking on eventual capital rotation, which could pump major altcoins like SOL toward new highs. Solana shows promising signs on the daily chart, forming a textbook bull flag pattern after a strong uptrend. While SOL prices currently trade under $180, a breakout above this level could propel SOL toward its first target at $200, with further upside potential to $220 if momentum sustains. Solana 1-day chart. Source: Cointelegraph/TradingView The tr…
    Kraken to offer tokenized US stocks to non-US clients
    Crypto exchange Kraken is planning to offer non-US customers the option of trading tokenized US stocks, part of the company’s push to offer more traditional assets via tokenization. The products will be offered through Backed, a new Kraken partner, according to a statement shared with Cointelegraph. Tokens representing the stocks will be stored on the Solana blockchain due to its “unmatched performance, low latency and thriving global ecosystem,” the statement said. “The whole point of crypto is that we're able to see things very transparently,” Kraken co-CEO Arjun Sethi said during Solana's Accelerate event on May 22. ”It's decentralized. It is open-source. You can innovate as quickly as possible, and there's no reason why companies like us can't morph to do that." The decision to incorpo…
    US lawmaker introduces anti-corruption bill ahead of Trump's dinner
    California Representative Maxine Waters, ranking member of the US House Financial Services Committee, has announced plans to introduce legislation “to block [Donald] Trump’s memecoin and stop his crypto corruption.” In a May 22 notice, Rep. Waters said the Stop Trading, Retention, and Unfair Market Payoffs (TRUMP) in Crypto Act of 2025 bill would be aimed at blocking the US President, Vice President, members of Congress, and their families from engaging in “crypto crime.” The US lawmaker referred to Trump and his wife, Melania, issuing personal memecoins in January, his family launching a stablecoin, USD1, through the crypto platform World Liberty Financial, and the president attempting to establish a national Bitcoin (BTC) reserve as his sons back a BTC mining venture. “Donald Trump is preparing to dine with the top donors of his memecoin who’ve made him, and his family, richer,” said Waters, adding: “Trump’s crypto con is not just a scam to target investors. It’s also a dangerous backdoor for selling influence over American policies to the highest foreign bidder.” HR 3573, Stop TRUMP in Crypto Act of 2025, introduced by Rep. Maxine Waters. Source: House Financial Services Committee Democrats Waters’ bill was one of many actions announced to oppose the president’s dinner to reward memecoin holders. Senators Chris Murphy and Elizabeth Warren are expected to attend a press event with representatives for the consumer advocacy group Public Citizen, and two Democratic organizations will protest at the Trump National Golf Club outside Washington, DC, where the memecoin dinner will be held. This is a developing story, and further information will be added as it becomes available.
    BTC price eyes $112K as risk assets 'ignore bad news' on unemployment
    Key points: Mixed results for US jobless claims fail to dent risk-asset enthusiasm. Despite concerns over the bond market, Bitcoin and stocks enjoy stability at the start of the Wall Street trading session. BTC price expectations remain lofty amid low volatility and a curious lack of profit-taking. Bitcoin (BTC) focused on $111,000 around the May 22 Wall Street open as record highs met mixed US unemployment data. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Bitcoin, stocks brush off jobs uncertainty Data from Cointelegraph Markets Pro and TradingView showed BTC price volatility cooling in line with stocks. The latest US macroeconomic data painted a conflicting picture of labor market resilience to inflation trends. Initial jobless claims came in below expectations at 227,000…
    Bitcoin could go much higher due to lack of FOMO and futures market euphoria — Analysts
    Key takeaways: Bitcoin’s rally to new price highs happened as funding rates and trading sentiment remained unusually subdued. Rising stablecoin supply and global M2 growth indicate untapped liquidity and the potential for further price increases. Long-term holders are not aggressively selling, reflecting their expectation for continued Bitcoin price appreciation. Bitcoin (BTC) hit a new all-time high on May 21, with prices rising to $111,860 on Binance on May 22, but the markets lack the state of frenzy associated with new highs. Economist and crypto commentator Alex Krüger noted that “this is the least euphoric new all-time highs” for Bitcoin, after highlighting subdued funding rates for Bitcoin across crypto exchanges. Bitcoin price and aggregated funding rate. Source: Coinalyze The …
    Carmaker DeLorean tokenizes EV reservations on Sui
    DeLorean launched an onchain reservation system and non-fungible token (NFT) marketplace for its upcoming electric vehicle launch, introducing a new blockchain-based approach for reserving and reselling cars. According to DeLorean, its Build Slot NFT collection grants holders priority access to purchase DeLorean’s upcoming electric car, Alpha 5 EV. The model is the carmaker’s first vehicle in over 40 years, inspired by the iconic flux capacitor from the movie Back to the Future. The company created an exclusive marketplace for its NFT holders, in which users can buy or trade the NFTs using the USDC (USDC) stablecoin on the Sui network and will be able to earn rewards. DeLorean says that each vehicle’s history and performance data will be recorded onchain through the FLUX protocol, includin…
    Semiconductor exemptions don’t matter when it comes to tariffs
    Opinion by: Ahmad Shadid of O.xyz Semiconductors scored a rare exemption from US President Donald Trump’s aggressive reciprocal tariffs, but the relief is symbolic at best. Most semiconductors enter the US embedded in servers, GPUs, laptops, and smartphones.  The finished goods remain heavily tariffed, some with duties reaching up to 49%. The exemption looks good politically but delivers little practical benefit. Nvidia’s DGX systems, crucial for training advanced AI models, do not fall under the exempted HTS codes. Nvidia could pay effective tariffs nearing 40% on these vital components. Such costs threaten to stall critical AI infrastructure projects across the country.  Semiconductor tariffs may compromise the goal of the CHIPS Act. The act promised tens of billions of dollars in subsid…
    Which senators invest in crypto? 11 lawmakers have blockchain-related investments
    As the question of stablecoin regulation heats up in the US Senate, so has the issue of which members are personally invested in cryptocurrencies and cryptocurrency firms. On May 19, the Senate voted to invoke cloture and move ahead with the GENIUS Act, which would provide a regulatory framework for stablecoins. The measure passed 66-32, with 16 Democrats supporting the bill. Democratic concerns over corruption and politicians’ ties to cryptocurrency firms made the bipartisan move controversial. After the vote was finished, Colorado Senator Michael Bennet introduced the STABLE GENIUS Act. The bill would prevent members of Congress from issuing or investing in digital currency and require them to put their crypto in a blind trust while in office. Bills to prevent members of Congress from i…
    Exponential currency debasement: ‘You don’t own enough crypto, NFTs’
    Cryptocurrencies and non-fungible tokens (NFTs) can help investors protect their eroding purchasing power during an era of exponential currency debasement, according to analysts and industry leaders. Investing in digital assets is becoming increasingly important in the “world of the exponential age and currency debasement,” according to Raoul Pal, founder and CEO of Global Macro Investor. “You don’t own enough crypto. When you do, you don’t own enough NFT’s, as art is upstream of wealth. Both will never be this cheap again,” Pal said. NFTs are “the single best long term store of wealth I know and you get to buy it before network effects kick in,” he added in another response. Source: Raoul Pal “There is some validity to the statement that NFTs, and in extension art, become a vehicle for th…
    How staking incentivizes trust without burning energy
    What if a financial system could run itself not by burning electricity, but by rewarding good behavior? That’s the promise of staking, a mechanism that powers many modern blockchains by turning users into network operators.  In this week’s episode of The Clear Crypto Podcast, hosts Gareth Jenkinson and Nathan Jeffay sit down with StarkWare’s Noam Nisan to unpack how this trustless engine works, why it matters and what’s really at stake. Understanding staking Jeffay began by highlighting how staking is part of the backbone that keeps the blockchain running, and runs itself, with volunteers. “By doing this, they’re saying, OK, we’re taking this task of running the blockchain seriously. Here's some of our money. We're putting it down. We're showing that we're serious about doing this.” To he…
    These 4 memecoins can outperform Bitcoin this cycle
    Key takeaways: Memecoins like Fartcoin, WIF, SPX6900, and Popcat are outperforming Bitcoin in the short term amid renewed crypto market euphoria. Bullish technical patterns signal more upside for top-performing memecoins. Popcat stands out with a potential 350% rally, while Fartcoin and WIF also eye significant gains in the coming weeks. Bitcoin (BTC) has surged 7.35% over the past three days, hitting a new all-time high near $112,000 on May 22, but memecoins are stealing the spotlight. Fueled by BTC’s rally, several high-risk tokens are posting even larger gains, stoking possibilities that they could continue to outperform Bitcoin as the crypto bull run accelerates. Fartcoin ascending channel hints at more gains Solana-based Fartcoin (FARTCOIN) memecoin has surged 30% in the last thr…
    XRP futures OI rises 25% as price chart ‘bull flag’ targets $14
    Key takeaways: XRP price has gained 4% over the last 24 hours to $2.43, and its open interest has risen by 25%. Positive spot market activity flips the futures funding rate positive, suggesting a return of investor optimism. XRP could rally to $14 if a classic bull flag pattern is confirmed. XRP printed a “bull flag” triangle on the weekly chart, a technical pattern associated with strong upward momentum. Breaking above this technical setup and a surge in XRP futures demand could signal a rally to $14. Increasing OI rising with XRP price XRP (XRP) rose in tandem with the wider crypto market on May 22, fueled by Bitcoin’s rally to fresh all-time highs above $111,000.  XRP price followed with as much as 5.5% gains to an intraday high of $2.45 on May 22 from a low of $2.33 on May 21.  Its…
    UK court partially dismisses Bitcoin SV investor’s lawsuit against Binance
    The United Kingdom’s Court of Appeal partially dismissed a lawsuit brought by Bitcoin SV investors against major crypto exchanges, including Binance, for allegedly conspiring to delist the token in 2019. In a judgment handed down on May 21, the court ruled that investors who held BSV through the delisting period (classified as “sub-class B”) were not entitled to billions in speculative damages based on BSV’s hypothetical growth. These investors had claimed over 8.9 billion British pounds ($11.9 billion) in damages, asserting that Binance’s delisting deprived holders of the chance to profit from BSV’s potential rise to a “top-tier cryptocurrency” like Bitcoin (BTC) or Bitcoin Cash (BCH). The court rejected this “foregone growth effect” theory, stating, “BSV was obviously not a unique crypto…
    Sui DEX Cetus suspected of being hacked: $200M+ in potential losses
    Cetus, a decentralized exchange (DEX) built on the Sui blockchain, has reportedly suffered a massive exploit that may have drained more than $200 million worth of digital assets. Pseudonymous Web3 researcher COMDARE3 posted on X that “users report” that Sui-based DEX Cetus is being exploited.” He also shared a screenshot of Cetus market data on DEX Screener, showing many assets losing well over half of their value over the last 24 hours. Some tokens, such as Lombard Staked BTC (LBTC) or AXOLcoin (AXOL) lost the near totality of their value on Cetus. The top 15 losers all lost in excess of three-quarters of their price. Cetus DEX-listed asset pricing data. Source: DEX Screener Outside Cetus, LBTC appears to have gained over 4% in value over the last 24% according to CoinMarketCap data. O…
    Whale buys back ETH holdings after losing $2.67M by selling early
    A crypto trader spent $3.8 million to buy Ether at a significantly higher price after selling the asset for almost the same amount about a month ago.  On May 22, blockchain analytics firm Lookonchain reported that a crypto wallet spent $3.8 million to purchase 1,425 Ether (ETH) at $2,670 per coin, reentering ETH after a major rally.  On April 13, the same wallet sold 2,522 ETH for $3.9 million, when the asset was trading at about $1,570, a decision that, in retrospect, looks poorly timed.  “Think twice before selling your bags,” Lookonchain wrote, highlighting the potential gains if the trader just held on to their Ether instead of selling and repurchasing it at a higher price point.  Whale buys ETH after selling over a month ago. Source: DeBank Trader loses out on $2.67 million gain With …
    Crypto awareness in Singapore hits record 94%, but ownership falls
    Crypto awareness in Singapore has reached an all-time high, with 94% of respondents in a recent survey indicating familiarity with at least one digital asset. However, ownership declined, falling to 29% in 2025 from 40% the previous year, according to Independent Reserve’s fifth annual Singapore Crypto Market Survey released on May 21. The survey, conducted in February with 1,500 participants, revealed that men remain more active in crypto investing than women, 35% compared to 24%. Millennials and Gen X (aged 25–54) dominate the investor base, comprising 71% of all holders. Among those trading at least once a week, 76% fall into this age group. Related: Singapore’s Grab taps Solana DePIN project Natix to ‘reshape mapping’ Half of Singaporean investors plan to increase holdings Despite the …
    FIFA taps Avalanche to launch dedicated blockchain for NFT platform
    The Federation Internationale de Football Association (FIFA) has selected Avalanche to power its dedicated blockchain network for non-fungible tokens and digital fan engagement, the organization announced on May 22. FIFA’s layer-1 (L1) blockchain will be powered by the Avalanche network’s scalability-focused infrastructure for the association’s five billion fans worldwide. The move comes nearly a month after FIFA announced its initial plans to launch a new network for its blockchain-based collectibles. AvaCloud’s Ethereum Virtual Machine (EVM) compatibility will enable smoother integration with decentralized wallets and applications. Related: Bitcoin hits new all-time high of $109K as trade war tensions ease The move will enable FIFA to deliver “unique digital collectibles and immersive fa…
    Bitcoin tops Amazon market cap on ‘Pizza Day’ as price sets new highs
    The market cap of the world’s first cryptocurrency, Bitcoin, surpassed that of retail and tech behemoth Amazon on “Bitcoin Pizza Day.” Market data shows that Bitcoin (BTC) had a market cap of $2.205 trillion at the time of writing, $70 billion more than the $2.135 trillion Amazon valuation. “By surpassing Amazon in terms of capitalization, Bitcoin has attracted even more attention from the non-crypto audience,” said Alex Obchakevich, founder of Obchakevich Research. Obchakevich said the latest rally “will strengthen confidence in Bitcoin and lead to new injections into the crypto market.” The surge came as Bitcoin set a new all-time high and traded above $110,000, which Obchavich said will “attract new investors to large funds.” Obchakevich noted that institutional players continue to ex…
    Why is the crypto market up today?
    Key points: The crypto market is up 2.5% on May 22, with its capitalization above $3.48 trillion for the first time since February. Bitcoin’s new all-time high of $111,888 is boosting investor confidence across the crypto market. The cryptocurrency market is up today, with the total market capitalization rising by approximately 2.5% in the last 24 hours to reach $3.48 trillion on May 22. The total 24-hour trading volume across all crypto assets has also increased by 55% to $193.2 billion, reinforcing the intensity of the demand-side activity. Crypto market performance May 22. Source: Coin360 Let’s look at the factors driving crypto prices up today. Crypto prices buoyed by Bitcoin’s new all-time highs Today’s gains were led by Bitcoin (BTC), which broke through $111,000 for the first tim…
    Can ChatGPT-powered AI agents really trade crypto for you?
    Key takeaways ChatGPT-powered AI agents automate trading tasks using natural language prompts and API integrations, improving speed and consistency. Successes occur when ChatGPT is used as a support tool, not a fully autonomous trading system. Failures happen when traders over-rely on ChatGPT without real-time data, proper risk management or manual oversight. Regulatory focus on AI in trading is increasing, with new frameworks emerging to ensure transparency, accountability and compliance. What if a crypto trader didn’t need to constantly check charts, worry about emotions, or stay up all night watching for sudden price swings? What if those tasks could be handled by an intelligent agent that understands instructions in plain English — and reacts within milliseconds? That’s where Chat…
    Crypto travelers bring 3x greater lifetime value than fiat users
    Travelers using cryptocurrency for booking arrangements spend more than twice as much as regular travelers using fiat money, according to a joint report from Binance Pay and crypto travel platform Travala shared with Cointelegraph. Crypto-based bookings on Travala reached $80 million in 2024, up from $45 million the year before. Crypto travelers are also outspending their fiat counterparts, with an average booking value of  $1,211 per transaction, over 2.5 times more than fiat users who spend $469. Additionally, the report said crypto users were three times more valuable over their lifetime due to longer stays and higher repeat bookings, with crypto travelers 57% more likely to make a repeat hotel purchase. Source: Binance Pay, Travala Juan Otero, CEO of Travala, attributed these travel pr…
    Trump’s crypto czar David Sacks says stablecoin bill is ‘going to pass’
    David Sacks, US President Donald Trump’s top adviser on crypto and artificial intelligence, said the administration expects the stablecoin bill to clear the Senate with bipartisan backing. “We have every expectation now that it’s going to pass,” Sacks told CNBC on May 21, following a key procedural vote that saw 15 Democrats join Republicans to clear the filibuster threshold. The Guiding and Establishing National Innovation for US Stablecoins (GENIUS) Act is the most advanced federal effort yet to establish a legal framework for dollar-pegged digital assets. Sacks said the bill could trigger “trillions of dollars” in demand for US Treasurys by unlocking stablecoin growth under clear rules. “We already have over $200 billion in stablecoins — it’s just unregulated,” he added. “If we provide …
    Dubai regulator clarifies real-world asset tokenization rules: Lawyer
    Newly updated guidelines from Dubai’s crypto regulator include provisions on real-world asset (RWA) tokenization and clarify rules for issuers.  On May 19, Dubai’s Virtual Asset Regulatory Authority (VARA) released its updated Rulebook for virtual asset service providers (VASPs) operating in the region. The regulator gave market participants until June 19 to comply with the new rules.  The regulator previously told Cointelegraph that it had enhanced supervisory mechanisms and brought consistency across activity-based rules. One of the more prominent changes includes regulatory clarity on RWA tokens.  Irina Heaver, partner at the United Arab Emirates-based law firm NeosLegal, told Cointelegraph that the updated rules clarify RWA issuance and distribution.  “Issuing real-world asset tokens a…
    Bitcoin 'looks exhausted' as next bear market yields $69K target
    Key points: Bitcoin all-time highs matter little to those seeing a BTC price correction as long overdue. Both the latest surge and the bull market itself are on borrowed time, traders say. Comparisons to previous price cycles remain in use despite the booming institutional investment scene. Bitcoin (BTC) traders are calling for a pullback after all-time highs and seven “green” weekly candles. BTC price momentum continues to be met with skepticism as commentators assume that lower levels will come next. BTC price roadmap prepares for Q4 “cycle peak” Bitcoin hit its highest-ever levels this week, data from Cointelegraph Markets Pro and TradingView confirmed — but despite being up by a third in Q2 already, BTC/USD remains unconvincing for many. Long-term analysis suggests that not only i…
    5 red flags you’re being shilled: Don’t buy the hype
    What is shilling in crypto? At its core, shilling is the act of artificially promoting a cryptocurrency or token, often with exaggerated claims, to increase its price or popularity.  But what’s the goal?  Hype it up, get others to buy in, and then cash out, leaving latecomers holding the bag. Shilling can come from anyone: influencers, anonymous accounts or even high-profile figures with political or financial clout. The common thread is manipulation: It’s not about educating you or building real value but pumping hype for personal gain. Unfortunately, the line between enthusiastic promotion and outright deception can be thin, and many fall victim without realizing it. That’s why it’s critical to learn how to spot the signs early. …
    $300M Coinbase hacker trolls ZachXBT onchain after $42.5M THORChain swap
    The hacker behind a $300 million theft targeting Coinbase users has mocked blockchain investigator ZachXBT with an onchain message following a major crypto swap. On May 21, the hacker who previously stole data from at least 69,400 Coinbase users used Ethereum transaction input data to write “L bozo,” followed by a meme video of NBA player James Worthy smoking a cigar. The message came after the attacker swapped approximately $42.5 million from Bitcoin (BTC) to Ether (ETH) via THORChain. ZachXBT flagged the message on his Telegram channel, linking it to the same entity responsible for the Coinbase data breach affecting at least 69,400 users. Coinbase hacker trolling ZachXBT. Source: ZachXBT. On May 22, blockchain security firm PeckShield reported that the hacker had continued to move funds…
    Microsoft takes legal action against infostealer Lumma
    Tech giant Microsoft says it has taken legal action against the information-stealing malware Lumma Stealer and has blocked thousands of websites related to the software. Microsoft said in a May 21 blog post that a federal court in Georgia allowed the firm’s digital crimes unit to take down, block or suspend nearly 2,300 websites critical to Lumma’s operations, and it has collaborated with local and international law enforcement agencies to dismantle the project’s infrastructure. The company said the US Department of Justice seized Lumma’s central command structure and disrupted marketplaces where the tool was sold to other cybercriminals.  Microsoft says that Lumma has been sold via underground forums since 2022 and that it has undergone multiple upgrades since its launch. Domains seized b…
    Pakistan creates Digital Asset Authority to regulate crypto
    Pakistan’s Ministry of Finance has reportedly endorsed the creation of a dedicated body to regulate blockchain-based financial infrastructure in the country. The Pakistan Digital Assets Authority (PDAA) will serve as a regulatory body to oversee licensing, regulate exchanges, custodians, wallets, tokenized platforms, stablecoins and decentralized finance applications, according to a May 21 report from the state-owned broadcaster, PTV. Muhammad Aurangzeb, federal minister for finance and revenue, told the broadcaster, “Pakistan must regulate not just to catch up, but to lead” in the industry. “With the PDAA, we are creating a future-ready framework that protects consumers, invites global investment, and puts Pakistan at the forefront of financial innovation,” he said. Muhammad Aurangzeb, Pa…
    Feds charge Amalgam founder with stealing $1M via ‘sham’ blockchain
    A US grand jury has indicted the founder of blockchain startup Amalgam Capital Ventures over allegations he defrauded investors out of over $1 million with a fake blockchain. Jeremy Jordan-Jones was arrested and indicted on May 21 and charged with wire fraud, securities fraud, making false statements to a bank, and aggravated identity theft, the Department of Justice said on May 21.   Manhattan US Attorney Jay Clayton claimed Jordan-Jones “touted his company as a groundbreaking blockchain startup,” but alleged that, in reality, the “company was a sham, and investors’ funds were siphoned off to bankroll his lavish lifestyle.” FBI Assistant Director Christopher Raia alleged that Jordan-Jones defrauded investors of more than 1 million dollars through “misrepresentations of his purported compa…
    Hyperliquid sees $1.1B Bitcoin long bet opened at 40x leverage
    A crypto whale has expanded an existing 40x leverage long Bitcoin bet to $1.1 billion on the decentralized exchange Hyperliquid, which has stunned the crypto community and is believed to be the first-ever position exceeding $1 billion on the platform. The X account “James Wynn” claims to be behind the position, which is now up $36 million on the trade, data from Hypurrscan’s block explorer shows. A $28.4 million margin position was used across several trades to increase the Bitcoin (BTC) position, now worth $1.13 billion. The average Bitcoin entry price was $108,065. Perp futures positions of wallet address “0x507.” Source: Hypurrscan “He did it fellas,” crypto analyst Sigma^2 wrote on X. “First position [on Hyperliquid] to exceed $1B." Wynn’s long position was at a loss of about $16.3 mil…
    BlackRock’s Bitcoin ETF notches 2-week high inflow as BTC nears $112K
    BlackRock’s iShares Bitcoin Trust (IBIT) has seen its largest inflow in the past two weeks as traders allocate to US spot Bitcoin exchange-traded funds (ETFs) to scoop up the rocketing cryptocurrency. IBIT’s May 21 net inflows hit $530.6 million, its biggest single-day net inflow since it took in $531.2 million on May 5, according to Farside Investors. The ETF hasn’t had an outflow since April 9. In one day alone, IBIT has accumulated over 10 times the amount of Bitcoin (BTC) mined over the same timeframe, with it scooping up 4,931 BTC against just 450 BTC produced for the day. IBIT also saw its largest volume day since January, according to the ETF tracking X account Trader T.  “Given trading volume today, expect these inflow numbers to increase,” said ETF Store president Nate Geraci.  Bl…
    Synthetix scuttles $27M Derive deal after community concerns
    Decentralized finance platform Synthetix has axed its $27 million plan to acquire crypto options platform Derive after negative community feedback. A Synthetix spokesperson told Cointelegraph on May 22 that its acquisition proposal, pitched to its community and to Derive’s, “did not resonate,” and both projects agreed to “step back from the proposed acquisition.” Synthetix said on May 14 that it would acquire Derive in a token exchange deal, pricing 1 SNX token to 27 DRV tokens, which would value Derive at around $27 million, pending approval from both communities.  Synthetix strategy lead Ben Celermajer told Cointelegraph that other community concerns were the three-month token lock-up period and the deal’s price, part of which Synthetix tried to address with no lock-up for holders of les…
    Bitcoin continues rally to surpass $110K for the first time
    Bitcoin has topped $110,000 for the first time in a recent rally that has seen it gain 3% over the past day to break through past price highs from earlier this year. Bitcoin (BTC) hit a new all-time high of $110,788.98 on Coinbase late on May 21, just before 11:30 pm UTC, according to TradingView. Bitcoin has gained around 3% over the last 24 hours, surpassing its all-time high of $109,458 that it hit earlier in the day, which was the first time it traded above its previously long-held Jan. 20 peak. The world’s largest cryptocurrency has now gained 17.5% so far this year and is up 47% since its slump to $75,000 on April 7, triggered by US President Donald Trump enacting sweeping tariffs that tanked global markets. Bitcoin’s new peak comes as US stock markets were rattled by a weak 20-year …
    Pompliano-led crypto-focused SPAC gains 7% on Nasdaq after upsized IPO
    Crypto influencer Anthony Pompliano’s fintech-focused blank-check company, ProCap Acquisition Corp (PCAPU), rose 7% on its debut Nasdaq listing after a last-minute upsizing of its initial public offering. ProCap had boosted its IPO from $200 million to $220 million on May 20, a day before its public launch, pricing its 22 million shares on offer at $10 each. ProCap shares closed the May 21 trading day up 7% at $10.70, which continued with a 1.6% bump after-hours to $10.87, Yahoo Finance data shows. PCAPU’s share price closed up 7% on its debut trading day. Source: Yahoo Finance The company has offered underwriters a 45-day option to buy up to 3.3 million additional shares at the IPO price to cover extra demand. ProCap said in an April 30 regulatory filing that the firm will be a Special Pu…
    Australian regulator asks High Court to allow appeal in Block Earner case
    Australia’s financial regulator will seek the High Court’s permission to appeal a lower court’s ruling favoring fintech firm Block Earner, which found the company’s crypto-linked fixed-yield earning service is not a financial product. The Australian Securities and Investment Commission (ASIC) said on May 21 that it wants to ask the High Court of Australia to clarify what the definition of a financial product is and clarify the circumstances when an interest-earning product and conversion of assets from one form to another are regulated. “The definition of financial product was drafted in a broad and technology-neutral way, and ASIC believes it is in the public interest to clarify this,” the watchdog said. “This clarification is important as it applies to all financial products and services…
  • Open

    Memecoin Moo Deng, MEW Surges After Robinhood Listing
    Both tokens jumped on the news, adding to their already large gains this month.  ( 22 min )
    BlockTrust IRA Brings Quant Trading Tools to Crypto Retirement Accounts
    By leveraging trading signals from Animus Technologies, BlockTrust IRA promises to beat benchmark BTC and ETH positions.  ( 25 min )
    'Major Wake-Up Call': How $400M Coinbase Breach Exposes Crypto's Dark Side
    Coinbase said 69,461 customers were initially impacted by the breach, but fears remain over the threat of real-world robberies.  ( 30 min )
    Centrifuge Expands Tokenized RWAs to Solana, Starting With $400M Treasury Fund
    Solana is gaining momentum in the fast-growing tokenized real-world asset space as traditional finance and DeFi gets increasingly intertwined.  ( 22 min )
    Democrats Threaten Lawsuits, Join Protests Ahead of Trump Memecoin Dinner
    Democratic lawmakers went through a flurry of actions to highlight concerns that Donald Trump's memecoin dinner is "corrupt."  ( 31 min )
    Major TradFi Institutions to Pursue Tokenization Efforts on Solana
    Tokenization is one of the principal use cases of blockchain technology attracting the attention and investment of the TradFi world  ( 22 min )
    Justin Sun-Linked Wallet Leading Access to Trump Dinner Tagged as Belonging to HTX
    Sun, a Chinese-born crypto billionaire, is also involved with the Trump-linked ecosystem through a $75 million investment in World Liberty Financial.  ( 23 min )
    Kraken To List Tokenized Version of Nvidia, Apple, Tesla Shares
    The tokens will be deployed on Solana and backed by real securities held by Kraken’s partner, Backed Finance.  ( 23 min )
    First U.S. XRP Futures ETF Begins Trading on Nasdaq
    The fund will invest at least 80% of its assets in XRP futures contracts and shares of other XRP-linked exchange-traded products.  ( 22 min )
    Crypto for Advisors: When Crypto Meets Netflix
    How Black Mirror’s on-chain experiment is paving the way for the future of entertainment monetization.  ( 27 min )
    Global Dollar USDG Eyes Hundreds of Partners Attracted by Yield, Sees 'Big Names' From TradFi
    Banks and large TradFi firms are preparing to join the Global Dollar network alongside firms like Robinhood, Galaxy and Anchorage, founding member Kraken said.  ( 26 min )
    Trump-Backed World Liberty Financial Buys BUILDon Token, Sending the Price Up 1,340%
    The token had a market cap of just $40 million before the purchase.  ( 22 min )
    Texas Moves Closer to Setting Up Strategic Bitcoin Reserve as Bill Passes House
    The House voted in favor of Senate Bill 121 which would establish a "Texas Strategic Bitcoin Reserve for the purpose of investing in cryptocurrency"  ( 21 min )
    CoinDesk 20 Performance Update: Index Gains 4.5% with All Assets Trading Higher
    Avalanche (AVAX) Surged 11.2% while NEAR Protocol (NEAR) jumped 7.9%, leading the index higher.  ( 20 min )
    What You Didn’t Know About Laszlo Hanyecz, the Bitcoin Pizza Day Legend
    When Laszlo Hanyecz purchased two large Papa John’s pizzas with 10,000 BTC on May 22, 2010, he became a legend. But how much do you really know about the man behind Bitcoin Pizza Day?  ( 27 min )
    Bitcoin Project Roxom Global Raises $17.9M to Build BTC Treasury, Create Media Network
    RoxomTV is being built as a media network backed by a 100% bitcoin treasury and currently holds 84.72 BTC  ( 22 min )
    U.S. Stablecoin Bill Approval Could Trigger a Long-Term Crypto Bull Market: Bitwise
    The passage of a U.S. stablecoin bill could be one of the most important regulatory developments in the history of crypto, the report said.  ( 24 min )
    Strategy Plans $2.1B Sale of Its Perpetual Strife Preferred Stock
    Proceeds to support corporate initiatives including bitcoin acquisitions and working capital.  ( 22 min )
    Sui's Biggest Liquidity Provider, Cetus, Hit By $260M Hack; Sui-Based Tokens Plummet 90%
    Cetus is Sui’s biggest liquidity provider and decentralized exchange.  ( 24 min )
    Why Are Bitcoin Traders Aggressively Shorting as BTC Hits New Record High?
    The move comes as the long/short ratio is at its lowest point since September 2022.  ( 24 min )
    Crypto Daybook Americas: All Signs Point Up as Bitcoin Hits Record High
    Your day-ahead look for May 22, 2025  ( 36 min )
    MARA Will Deploy 500 BTC With Crypto Broker Two Prime to Generate Yields
    The partnership builds on Two Prime's existing role in providing bitcoin-backed loans to MARA.  ( 25 min )
    FIFA Teams Up With Avalanche to Build Its Own Blockchain, Expanding Web3 Ambition
    FIFA previously released a non-fungible token (NFT) collection on the Algorand blockchain in 2022 ahead of the Qatar World Cup.  ( 22 min )
    BNB Surges 5% on Binance Ecosystem Strength as Bitcoin Extends Gains
    BNB surges with strong support at $682 as Binance ecosystem activity spikes and Bitcoin’s continued rally lifts market sentiment across majors.  ( 22 min )
    Crypto Trader Opens $1.1B Long Bitcoin Bet on Hyperliquid Using 40X Leverage
    The trade marks a new phase of capital migration from centralized finance to DeFi — one where whales, not just retail, are willing to place big bets outside the traditional system.  ( 24 min )
    King Dollar Falls, Bitcoin Marches Toward Sound Money Highs
    Despite soaring 50% from April lows and outperforming tech and bonds, bitcoin has yet to reclaim its all-time highs against traditional safe havens like gold and silver.  ( 25 min )
    Bitcoin Pizza Day Is Now a $1.1B Celebration
    An order for two pizzas was paid with 10,000 BTC fifteen years ago. Today, that same order is worth over $1.1 billion — just as BTC just hit fresh record highs.  ( 23 min )
    Bitcoin Options Open Interest Hit Record $42.5B on Deribit as Traders Eye Next Bull Target for BTC
    Highest OI now sits at the $110K, $120K, and $300K June 27 strikes — showing bullish conviction  ( 22 min )
    Bitcoin's Rally to Record Highs Puts Focus on $115K Where an 'Invisible Hand' May Slow Bull Run
    As BTC looks north, an invisible hand may work to slow the ascent above $115K  ( 24 min )
    SHIB Holds Strong Above Key Support as Volume Spikes Nearly 4x
    SHIB rebounds from sharp drop with a 4x surge in trading volume, holding firm above $0.000015. Analysts see signs of strong accumulation despite volatility.  ( 22 min )
    Bitcoin Smashes Past $111K, Setting New Record Highs, on Institutional Fervor
    Large institutions — not just retail hype — are driving this cycle’s rally, traders say, as bitcoin pushes deeper into price discovery.  ( 24 min )
  • Open

    Learn Vue.js in This Beginner's Course
    If you’ve been meaning to add Vue.js to your front-end toolbelt, today’s your day. We just published a full, 6-hour Vue 3 course on the freeCodeCamp.org YouTube channel. Instructor Bhrugen Patel walks you through everything you need to build modern, ...  ( 4 min )
    How to Deploy Your FastAPI + PostgreSQL App on Render: A Beginner's Guide
    This guide is a comprehensive roadmap for deploying a FastAPI backend connected to a PostgreSQL database using Render, a cloud platform that supports hosting Python web apps and managed PostgreSQL databases. You can find the complete source code he...  ( 9 min )
    An Animated Introduction to Elixir
    Elixir is a dynamic, functional programming language designed for building scalable and maintainable applications. It leverages the battle-tested Erlang VM, known for running low-latency, distributed, and fault-tolerant systems. Elixir is based on an...  ( 5 min )
  • Open

    Anthropic faces backlash to Claude 4 Opus behavior that contacts authorities, press if it thinks you’re doing something ‘egregiously immoral’
    Bowman later edited his tweet and the following one in a thread to read as follows, but it still didn't convince the naysayers.  ( 8 min )
    Anthropic faces backlash to Claude 4 Opus feature that contacts authorities, press if it thinks you’re doing something ‘egregiously immoral’
    Bowman later edited his tweet and the following one in a thread to read as follows, but it still didn't convince the naysayers.  ( 8 min )
    Anthropic overtakes OpenAI: Claude Opus 4 codes seven hours nonstop, sets record SWE-Bench score and reshapes enterprise AI
    Anthropic's Claude Opus 4 outperforms OpenAI's GPT-4.1 with unprecedented seven-hour autonomous coding sessions and record-breaking 72.5% SWE-bench score, transforming AI from quick-response tool to day-long collaborator.  ( 9 min )
    Time Magazine appears to accidentally publish embargoed story confirming new Anthropic model
    Someone also appears to have published a full scrape of the Time article online on the news aggregator app Newsbreak.  ( 5 min )
    Enchant launches zero-equity accelerator for gaming and AI startups
    Enchant is launching a new zero-equity accelerator for gaming and AI startups, with applications now open for its three-month program.  ( 7 min )
  • Open

    Anthropic’s new hybrid AI model can work on tasks autonomously for hours at a time
    Anthropic has announced two new AI models that it claims represent a major step toward making AI agents truly useful. AI agents trained on Claude Opus 4, the company’s most powerful model to date, raise the bar for what such systems are capable of by tackling difficult tasks over extended periods of time and responding…  ( 20 min )
    The Download: the desert data center boom, and how to measure Earth’s elevations
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The data center boom in the desert In the high desert east of Reno, Nevada, construction crews are flattening the golden foothills of the Virginia Range, laying the foundations of a data center…  ( 23 min )
    Three takeaways about AI’s energy use and climate impacts
    This week, we published Power Hungry, a package all about AI and energy. At the center of this package is the most comprehensive look yet at AI’s growing power demand, if I do say so myself.  This data-heavy story is the result of over six months of reporting by me and my colleague James O’Donnell…  ( 22 min )
    A new atomic clock in space could help us measure elevations on Earth
    In 2003, engineers from Germany and Switzerland began building a bridge across the Rhine River simultaneously from both sides. Months into construction, they found that the two sides did not meet. The German side hovered 54 centimeters above the Swiss side. The misalignment occurred because the German engineers had measured elevation with a historic level…  ( 26 min )
  • Open

    There Is A Porsche Malaysia Showcase At Bangsar Shopping Centre Happening Until 25 May
    Owning a Porsche has been a dream for many. Well, that dream can become a reality through Porsche Malaysia’s showcase at Bangsar Shopping Centre from 21 May to 25 May 2025. The showcase features a curated selection of pre-owned models approved by the automaker itself that you can buy. According to the company, these models […] The post There Is A Porsche Malaysia Showcase At Bangsar Shopping Centre Happening Until 25 May appeared first on Lowyat.NET.  ( 17 min )
    Proton Introduces Integrated Tyre Services In Collaboration With Continental Malaysia
    National automaker Proton has partnered with Continental Malaysia to introduce integrated tyre services at its selected authorised  service centres across the country for all its models. With this initiative, customers can conveniently purchase and install tyres during their regular service appointments. The automaker stated that the prices start at RM211 per unit for the Proton […] The post Proton Introduces Integrated Tyre Services In Collaboration With Continental Malaysia appeared first on Lowyat.NET.  ( 16 min )
    Huawei Watch Fit 4 Series, Watch 5 Land In Malaysia; Priced From RM599
    Huawei has officially launched its new lineup of wearables in Malaysia, which includes the Watch Fit 4 series as well as the Watch 5. The Watch Fit 4 series comprises the Watch Fit 4 and the Watch Fit 4 Pro, while the Watch 5 comes in 46mm and 42mm sizes. To start off, the Watch […] The post Huawei Watch Fit 4 Series, Watch 5 Land In Malaysia; Priced From RM599 appeared first on Lowyat.NET.  ( 18 min )
    HONOR Pad 10, MagicBook 14 Also Get Unveiling
    Alongside the HONOR 400 series of phones, the brand also unveiled a tablet and a laptop, called the Pad 10 and MagicBook 14, respectively. The former is less of a surprise as we’ve seen it appearing in the SIRIM database, while the latter is probably due for a refresh. Starting with the tablet, the HONOR […] The post HONOR Pad 10, MagicBook 14 Also Get Unveiling appeared first on Lowyat.NET.  ( 16 min )
    HONOR 400 Series Now Official In Malaysia; Starts From RM1,899
    Following the teaser by the brand earlier in the month, the HONOR 400 series has now been officially launched in Malaysia. The launch confirms a number of leaks regarding the phones’ specs from earlier, as well as disproving a few of the others, but we’ll get to that in a bit. Starting with the base […] The post HONOR 400 Series Now Official In Malaysia; Starts From RM1,899 appeared first on Lowyat.NET.  ( 17 min )
    Bolt Introduces Flight Tracking For Airport Pickups
    Bolt has announced a new feature for airport pickups called Flight Tracking, which aims to make your travels from the airport more seamless. The feature adds to the e-hailing app’s ride-scheduling option and lets users sync their flight details with their scheduled ride. According to Afzan Lutfi, general manager of Bolt Malaysia, the platform is […] The post Bolt Introduces Flight Tracking For Airport Pickups appeared first on Lowyat.NET.  ( 15 min )
    Photo Essay: Bow-Inspired Memory By Klevv At Computex 2025
    Klevv was one of the other booths we visited during Computex 2025. Located at Hall 1 of the Nangang Exhibition Centre too, the memory maker had a number of memory products to show off, plus some interesting setups. Among the list of memory products it was eager to show off, the Urbane V RGB sat […] The post Photo Essay: Bow-Inspired Memory By Klevv At Computex 2025 appeared first on Lowyat.NET.  ( 17 min )
    Photo Essay: Of Casings and Coolers From TRYX At Computex 2025
    TRYX isn’t a name that many of you would be familiar with, and that’s alright. First founded back in 2023 by a former employee at Cooler Master, the brand is trying to make a name for itself in both the desktop casing and CPU cooling markets. To be fair, the brand had initially come under […] The post Photo Essay: Of Casings and Coolers From TRYX At Computex 2025 appeared first on Lowyat.NET.  ( 17 min )
    Photo Essay: Getting To Know Biwin at Computex 2025
    Biwin isn’t a name you’d be familiar with, but it’s been around for 20 odd years. In that time, the brand has had its fingers in the pies of every popular tech brand that we know of. Typically, Biwin operates behind the scenes, and the interesting thing about that is: it’s by design. Bob Snyder, […] The post Photo Essay: Getting To Know Biwin at Computex 2025 appeared first on Lowyat.NET.  ( 18 min )
    Nissan Unveils All-Electric Sixth-Generation Micra
    Nissan has officially unveiled the sixth-generation Micra, now reimagined as a fully electric vehicle (EV). Set to make its full debut in the European market later this year, the shift to EV marks a significant shift for the long-standing B-segment staple. Built on the AmpR Small platform — formerly known as the CMF-B EV — […] The post Nissan Unveils All-Electric Sixth-Generation Micra appeared first on Lowyat.NET.  ( 18 min )
    ASUS ROG Zephyrus, Strix 2025 Laptops Land In Malaysia 23 May
    ASUS Republic of Gamers (ROG) Malaysia is releasing new additions to its Zephyrus and Strix lineups, which come equipped with NVIDIA’s GeForce RTX 50 Series graphics cards. While some of these laptops will be available starting 23 May 2025, others can only be purchased at the end of the month. To start off, the 2025 […] The post ASUS ROG Zephyrus, Strix 2025 Laptops Land In Malaysia 23 May appeared first on Lowyat.NET.  ( 17 min )
    JPJ Launches New Driving License With Advanced Security Enhancements
    The Road Transport Department (JPJ) has launched a new design of the Malaysian Driving License (LLM) cards, which has enhanced security features. According to the JPJ director-general, Datuk Aedy Fadly Ramli, the new version of the LLM card was distributed in stages starting 21 May. Physical printing of the latest version of the card is […] The post JPJ Launches New Driving License With Advanced Security Enhancements appeared first on Lowyat.NET.  ( 16 min )
    vivo Y19s Pro Officially Coming To Malaysia Soon
    As hinted by its recent SIRIM listing, vivo has confirmed that the Y19s Pro will soon be coming to Malaysia. The company’s official website has posted a teaser of the upcoming phone along with its colours and configurations. The Y19s Pro will be coming in 6GB+128GB and 8GB+256GB options in blue, silver, and black colourways. […] The post vivo Y19s Pro Officially Coming To Malaysia Soon appeared first on Lowyat.NET.  ( 16 min )
    TNG eWallet Gets ShopBack Integration For Cashback Rewards
    It was quite a long time ago when it was first announced that cashback rewards company ShopBack announced its support for the TNG eWallet. Now, it’s finally time for the reverse to happen, as TNG Digital has announced that its eWallet now has ShopBack integrated into itself instead. With this partnership, comes the new “Shop […] The post TNG eWallet Gets ShopBack Integration For Cashback Rewards appeared first on Lowyat.NET.  ( 16 min )
    Synology Launches PAS7700 All-Flash Storage Solution At Computex 2025
    In addition the launch of its C2 Surveillance systems, Synology also launched its PAS7700 active-active NVMe all-flash storage solutions at Computex 2025. Specs-wise, the PAS7700 integrates two controllers, is able to house 48 NVMe SSDs within a 4U chassis, and has the ability to scale up to 1.65 Petabytes (PB) of raw capacity, with enough […] The post Synology Launches PAS7700 All-Flash Storage Solution At Computex 2025 appeared first on Lowyat.NET.  ( 15 min )
    Alcatel V3 Ultra 5G Specs Reveal Confirms 5,010mAh Battery
    Alcatel started hinting at its V3 Ultra 5G smartphone recently,  with a picture of its box being posted on X as well. As per its box, the phone was shown to have a stylus, as well as a triple-camera setup at its back.  Now, the phone’s key specs have been revealed via a Flipkart page, […] The post Alcatel V3 Ultra 5G Specs Reveal Confirms 5,010mAh Battery appeared first on Lowyat.NET.  ( 16 min )
    AEON Bank Now Offers Free Local ATM Withdrawals
    AEON Bank, the digital bank by AEON, has announced that its debit card now comes with free ATM withdrawals. While users previously had to pay the standard RM1 fee when withdrawing from MEPS ATMs, the fee will now be waived for all ATMs throughout Malaysia. Simply put, you will still be charged RM1 when using […] The post AEON Bank Now Offers Free Local ATM Withdrawals appeared first on Lowyat.NET.  ( 15 min )
    Full-Stack AI Infrastructure Not A Government Initiative, Says MITI
    Earlier this week, Deputy Comms Minister Teo Nie Ching announced the launch of the Strategic Artificial Intelligence Infrastructure, which is reportedly Malaysia’s first sovereign full-stack AI ecosystem. Now, the Ministry of Investment, Trade, and Industry (MITI) has clarified that the initiative, which involves Skyvast Corporation and Huawei Technologies, was not developed, endorsed, or coordinated by […] The post Full-Stack AI Infrastructure Not A Government Initiative, Says MITI appeared first on Lowyat.NET.  ( 16 min )
    Infinix XPad GT To Be Officially Available In Malaysia For RM1,699
    In addition to the GT 30 Pro, Infinix also announced the XPad GT, which is a tablet rather than another phone. This marks the expansion of the GT series, or as the company calls it, the GT Verse. On its spec sheet, the Infinix XPad GT has a 13-inch 2.8K display with a 144Hz refresh […] The post Infinix XPad GT To Be Officially Available In Malaysia For RM1,699 appeared first on Lowyat.NET.  ( 16 min )
    Acer Unveils New Intel Arc and Radeon RX 9060 XT GPUs At Computex 2025
    Acer today unveiled new additions to its Nitro-branded graphics card lineup at Computex 2025. The series now includes Intel Arc A and B Series models, alongside the high-performance AMD Radeon RX 9060 XT OC cards. All new Nitro GPUs share a reinforced design with an aluminium backplate and a non-flex frame for durability. They include […] The post Acer Unveils New Intel Arc and Radeon RX 9060 XT GPUs At Computex 2025 appeared first on Lowyat.NET.  ( 18 min )

  • Open

    Should I Block ICMP?
    Comments  ( 4 min )
    I have tinnitus. I don't recommend it
    Comments  ( 2 min )
    ITXPlus: A ITX Sized Macintosh Plus Logicboard Reproduction
    Comments  ( 6 min )
    The Machine Stops (1909)
    Comments  ( 41 min )
    Sorcerer (YC S24) Is Hiring a Lead Hardware Design Engineer
    Comments  ( 8 min )
    Rocky Linux 10 Will Support RISC-V
    Comments  ( 8 min )
    Show HN: Confidential computing for high-assurance RISC-V embedded systems
    Comments  ( 15 min )
    It’s So Over, We’re So Back: Doomer Techno-Optimism (2024)
    Comments  ( 27 min )
    Show HN: I've built online video editor
    Comments
    µPC: Scaling Predictive Coding to 100 Layer Networks
    Comments  ( 3 min )
    For Algorithms, a Little Memory Outweighs a Lot of Time
    Comments  ( 17 min )
    Ratatoi is a C libary that wraps stdlib's strtol (as atoi does), but it's evil.
    Comments  ( 3 min )
    The curious tale of Bhutan's playable record postage stamps (2015)
    Comments  ( 5 min )
    All That Glitters
    Comments  ( 53 min )
    New dwarf planet found in our solar system
    Comments  ( 3 min )
    Harnessing the Universal Geometry of Embeddings
    Comments  ( 2 min )
    An upgraded dev experience in Google AI Studio
    Comments  ( 5 min )
    Gilded Fish: Illustrations of Histoire naturelle des dorades de la Chine c.1780
    Comments  ( 33 min )
    Building (Open Source) Custom Dashboards Is Harder Than You Think
    Comments  ( 8 min )
    Python Tooling at Scale: LlamaIndex’s Monorepo Overhaul
    Comments  ( 15 min )
    Show HN: Representing Agents as MCP Servers
    Comments  ( 10 min )
    LLM function calls don't scale; code orchestration is simpler, more effective
    Comments  ( 5 min )
    Storefront Web Components
    Comments  ( 13 min )
    Storefront Web Components
    Comments  ( 1 min )
    Collaborative Text Editing Without CRDTs or OT
    Comments  ( 14 min )
    OpenAI to Buy AI Startup from Apple Veteran Jony Ive in $6.5B Deal
    Comments
    Harper (YC W25) Is Hiring Applied AI / AI Context Engineers and Data Scientist
    Comments  ( 1 min )
    By Default, Signal Doesn't Recall
    Comments  ( 4 min )
    The Era of the Business Idiot
    Comments  ( 48 min )
    Ask HN: How to Make Friendster Great?
    Comments  ( 6 min )
    Introducing the Llama Startup Program
    Comments  ( 4 min )
    Mitochondria Are More Than Powerhouses–They're the Motherboard of the Cell
    Comments  ( 34 min )
    Launch HN: SIM Studio (YC X25) – OS Figma-Like Canvas for Agent Workflows
    Comments  ( 1 min )
    Show HN: Evolved.lua – An Evolved Entity Component System for Lua
    Comments  ( 114 min )
    Visualizing entire Chromium include graph
    Comments  ( 18 min )
    New tools and features in the Responses API
    Comments
    The US has a new most powerful laser hitting 2 petawatts
    Comments  ( 11 min )
    Lune: Standalone Luau Runtime
    Comments  ( 5 min )
    Discord Unveiled: A Comprehensive Dataset of Public Communication (2015-2024)
    Comments  ( 3 min )
    Show HN: Trendly AI – Trend detection across 42 languages
    Comments  ( 9 min )
    Animated Factorization
    Comments
    Ask HN: How do you promote your personal project in limited bugget?
    Comments  ( 7 min )
    Devstral
    Comments  ( 8 min )
    'Turbocharged' Mitochondria Power Birds' Epic Migratory Journeys
    Comments  ( 12 min )
    We Should Let a Lottery Decide Our Government (2019)
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  • Open

    Rising Beyond Routine
    For years, IT professionals have balanced a critical dichotomy: essential yet monotonous daily tasks consuming their valuable expertise. Microsoft's bold integration of artificial intelligence within Microsoft 365 challenges—and changes—this paradigm entirely. As AI quietly assumes the ordinary, IT admins can step forward into the extraordinary, shifting from managing minutiae to shaping strategy. What happens to an IT admin freed from repetitive chores? They're empowered to innovate, wield influence, and transform their role from problem-solvers into organisational visionaries. Imagine—just for a moment—a day without countless clicks, portal navigation, or routine queries. Imagine speaking naturally to your administrative tools, eliciting immediate insights and seamless summaries. Enter M…  ( 6 min )
    readonly vs disabled in Rails Forms
    Today I found out that disabling a form field in Rails means it won't be submitted at all. I used disabled: true thinking I could show a value that users can’t change — and I could — but the downside is that the value doesn’t get sent to the controller. I learned that if I want the value to be shown but not editable and still be passed in the form data, the correct attribute to use is readonly: true. This small difference between disabled and readonly matters when you're depending on that data in your controller. It’s not a Rails issue; it’s how forms work in general. This was a helpful thing to learn today. Hopefully it saves someone else a bit of time too.  ( 3 min )
    mkdir "No-google-AI-overviews" && man "google AI overviews" && rm "google AI overviews"
    Google AI Overviews: These are AI-generated contexts (Overviews) that waste your time and mobile data/Wi-Fi. This feature spreads incorrect information or misinformation to the public. Examples: 😆 Have you gotten into problems while baking pizza? Then don’t ask Google (with Overviews) 😆🤣🤣 If you want to see more of these examples: searchengineland.com/google-ai-overview-fails-442575 Simple! Install browser extensions Change your default search engine sudo rm -rf Google Wait! I’ll skip this part, because we are developers — we make things. chrome_settings_overrides — This is the POWER! I will explain more about this in this post. Let's Start ! Create manifest.json Add name, description, and version. { "name": "No Google's AI Overview", "version": "1.0", "description": "Si…  ( 5 min )
    🐍 Building a Classic Snake Game with Amazon Q CLI & Pygame
    🎮 Introduction Remember the thrill of guiding a pixelated snake to gobble up food while avoiding collisions? Let's recreate that nostalgia by building the classic Snake game using Amazon Q CLI and Pygame. Amazon Q CLI is an AI-powered command-line tool that assists in generating code through conversational prompts. By leveraging it alongside Pygame, we can streamline the game development process on a Linux environment. Amazon Q CLI: AI-driven code generation tool Pygame: Library for game development in Python Python 3.8+: Programming language Linux: Ubuntu/Debian-based system recommended sudo apt update sudo apt install -y python3 python3-pip python3-venv git pip3 install pygame You can install Amazon Q CLI using the official .deb package provided by AWS. .deb installer: wget htt…  ( 4 min )
    Simple Firewall with ufw or firewalld
    Welcome to Day 16 of our Linux Security Basics series! After securing file permissions on topic 4, it’s time to add a layer of network security with a firewall. A firewall controls incoming and outgoing traffic, protecting your system from unauthorized access. Today, we’ll explore two user friendly tools: ufw (Uncomplicated Firewall) and firewalld. Let’s set up a simple firewall to fortify your Linux system! Why Use a Firewall? Choosing Between ufw and firewalld Setting Up a Firewall with ufwd Setting Up a Firewall with firewalld Best Practices A firewall acts as a gatekeeper, allowing only trusted traffic while blocking potential threats. Without one, your system is vulnerable to attacks like port scanning or unauthorized remote logins. Both ufw and firewalld simplify firewall management…  ( 5 min )
    Concorrência e Paralelismo em Ruby
    Software concorrente, paralelismo, múltiplas threads, esses assuntos sempre acabam surgindo, independentemente do seu nível de senioridade. Por muito tempo, esses temas foram verdadeiros pesadelos para mim. Eu me lembro de estudar concorrência usando C na faculdade. Eu fazia os exercícios, e eles funcionavam, mas, por muito tempo, parecia que eu não entendia muito bem como o computador conseguia fazer a "mágica" de executar meus programas de forma mais "rápida". Este guia foi feito para abordar os conceitos de processos, clone de processos e threads, usando Ruby como linguagem base. Ruby é uma linguagem de programação interpretada e multi paradigma, com tipagem dinâmica e gerenciamento automático de memória. O interpretador mais comum é o MRI, sigla para Matz's Ruby Interpreter, também con…  ( 10 min )
    AI and Ethics: Navigating Innovation with Responsibility
    Artificial Intelligence (AI) is rapidly transforming industries, societies, and personal lives through powerful capabilities such as automation, prediction, personalization, and autonomous decision-making. However, with great potential comes profound ethical responsibilities. As AI systems gain more influence over critical decisions—from hiring to healthcare to criminal justice—it becomes essential to examine the ethical frameworks that guide their development and deployment. This article explores the core ethical challenges in AI and outlines principles and practices to ensure responsible innovation. Ethical AI isn’t just a theoretical discussion—it’s a practical necessity. Without safeguards, AI can reinforce biases, compromise privacy, and operate without accountability. Ethical AI ensu…  ( 5 min )
    Beginner's Guide on Light/Dark Mode Toggle Using JavaScript (No Frameworks)
    Dark mode isn’t just a feature, it’s a lifestyle. Tbvh, dark mode just makes everything cooler. And if your site doesn't have it yet, what are you even doing? 😅 just HTML, CSS and JavaScript. No libraries. No frameworks. Just pure, clean code. A basic webpage that switches between dark and light mode when you click a button. That’s it. No long writeups. Create a button to trigger the toggle: Toggle Dark Mode Hello, world! This is a simple dark/light mode toggle. You can add more stuff, but for now, we’re keeping it minimal. We’ll use the dark-mode class to switch themes. /* Light mode (default) */ body { background-color: #f2f2f2; color: #1a1a1a; font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif; text-align: center; p…  ( 4 min )
    Machine Learning 101
    In very simple terms, Machine Learning is the process of using existing data to create a mathematical function. For example, we have an ice cream shop's data that includes the average temperature of the past 30 days, along with the number of ice creams sold on each day. We can analyze this data (average temperature and number of ice creams sold) and can create a mathematical function that fits with the existing data. Further, this function can take the average temperature as input and return the prediction of the number of ice creams that can be sold on that day. From the existing data, the data that we use as the condition, in our case, the average temperature, is called a Feature. The main data that we are targeting to predict, in our case, the number of ice creams sold, is called the Label (also known as the target variable in technical terms). In mathematical terms, the features are referred using xxx . Hence, the features can be represented as [ x1,x2,x3,...,xnx_1, x_2, x_3, ..., x_nx1​,x2​,x3​,...,xn​ ]; whereas the label is referred to as yyy . The process of defining the function using the existing data is called Training. This is the step where the model (a general term used for the mathematical function we create) learns the relationship between features and labels. Further, the process of using the defined function to get the predicted value is called Inferencing. In mathematical terms, the function is referred to as f(x)f(x)f(x) . Moreover, the predicted value by the function is referred to as y^=f(x)\hat{y} = f(x)y^​=f(x) Final Words This was the fundamental knowledge of Machine Learning.  ( 3 min )
    Stop Using `console.log` — These Debugging Tricks Will Blow Your Mind
    Let’s face it: console.log is the comfort food of debugging. It’s quick, familiar, and kind of satisfying in that junk-food sort of way. But if you've ever buried your terminal in a jungle of console.log("HERE"), console.log("THERE"), and the classic console.log("WTF is going on"), then you already know — it doesn’t scale. Here’s the thing: if you're building real software (not just tinkering on a rainy Sunday), you need sharper tools. Tools that let you see what's happening under the hood without littering your codebase with digital breadcrumbs. So yeah, it’s time to break up with console.log. But don’t worry — I’m not gonna leave you hanging. Let’s look at some smarter, dare I say, mind-blowing ways to debug your code without turning your terminal into a cry for help. console.log? Hone…  ( 7 min )
    Top 5 Algorithms For Learning AI Agents
    5 Must-Know Algorithms for Building AI Agents (Beginners Guide) If you're getting started with AI agents, understanding these 5 key algorithms will give you a strong foundation. Let’s break them down simply: 1️⃣ Q-Learning 2️⃣ Deep Q-Network (DQN) 3️⃣ A (A-Star) Search* 4️⃣ Policy Gradient Methods 5️⃣ Monte Carlo Tree Search (MCTS) Want to dive deeper? Let’s explore each one step by step! 🚀 What it does: Teaches AI to pick actions that earn the most "points" (like a game). How it works: It learns by trial and error, updating the cheat sheet over time. What it does: Upgrades Q-Learning for complex tasks (like playing video games). How it works: Remembers past experiences to learn faster. 3️⃣ A (A-Star): The GPS for AI* What it does: **Finds the shortest path from A to B (used in games/maps). Combines actual distance + smart guesses to avoid useless paths. What it does: Teaches AI directly what to do (instead of just tracking rewards). How it works: Adjusts probabilities—like tuning a dial to prefer actions that work best. What it does: Helps AI plan ahead by simulating future moves. How it works: Why This Matters 💡 Pro Tip: Got questions? Ask below! 👇 Happy learning! 😊  ( 4 min )
    How to Update and Upgrade Termux the Right Way
    If you're using Termux for hacking, scripting, or just learning Linux on your Android device, you’ve probably seen this advice a hundred times: “Always update and upgrade your packages before installing anything.” But how exactly should you do it without breaking your setup? In this guide, I’ll show you the right way to update and upgrade Termux like a pro, while also avoiding common errors that frustrate beginners. Whether you're a complete newbie or you've already installed Termux, this guide will help you keep your terminal smooth, stable, and ready for hacking! When you first install Termux, it doesn’t come with the latest versions of its tools and libraries. That’s where update and upgrade come in. Here’s why they’re essential: 🔄 Update fetches the latest package information from rep…  ( 5 min )
    Ubuntu turn server tutorial in 5 Mins
    In this article we are going to learn how to setup and quickly get running with a webrtc TURN server in Ubuntu under 5 mins Before installing the TURN server I must mention that there are free and paid alternatives available for turn servers these include OpenRelayProject.org (completely free 20GB cap) Metered.ca TURN servers ( paid solution with features like global regions, 99.999% uptime etc) You need a cloud VM, a dual core CPU with 1 GB ram and 50 GB SSD should suffice You will need a static IP address, you can get one with the VM that you are spinning You can get one from any cloud provider AWS or Google Cloud When creating the instance choose Ubuntu as the Operating System Step 2: Installing and Configuring a TURN server In this section we are going to install …  ( 6 min )
    JobWizard: You AI Job Seeker
    What I Built JobWizard is an AI-powered web application that transforms the job search process, saving hours of manual effort and boosting application success rates. It automates the discovery of relevant job offers and generates personalized cover letters tailored to each role, using real-time company and user data. Whether you’re a data engineer seeking roles in France or a marketer exploring remote opportunities, JobWizard streamlines your job hunt with precision and speed. The system addresses the real-world problem of time-consuming job searches and generic applications. By leveraging Bright Data’s MCP server, JobWizard scours the web for up-to-date job listings, enriches them with insights (e.g., company culture, salary ranges), and crafts compelling cover letters that align your s…  ( 4 min )
    Rocket SVG Cursor
    SVG implementation of a cool cursor canvas widget, edited to be a rocket  ( 2 min )
    Building Enterprise-Grade SaaS: Infrastructure Requirements for Scaling Beyond SMB
    TL;DR This article explores the critical infrastructure components B2B SaaS companies need when transitioning from SMB to enterprise customers. We'll examine zero-trust architecture implementation, reliability engineering practices, and identity management systems that satisfy enterprise security requirements, with practical guidance based on real-world experience scaling a cybersecurity platform. Introduction Security Architecture: Implementing Zero-Trust Reliability Engineering for Enterprise SaaS Identity Management Systems for Enterprise Customers Infrastructure Evolution Timeline Conclusion The technical infrastructure that adequately serves small and mid-sized businesses often crumbles under enterprise scrutiny. As developers and technical leaders, we face a fundamental challenge w…  ( 6 min )
    HepatoAI
    Check out this Pen I made!  ( 2 min )
    [Boost]
    We should still teach coding Sue Smith for Fastly ・ Mar 31 #ai #llm #webdev #learning  ( 2 min )
    Example of caching Google Translate translation results for a multilingual site on NextJS
    I am sharing my experience organizing the translation of content into different languages. I work on a multilingual website using the Next.js i18n + MongoDB (Mongoose) stack. The site contains a significant amount of text that is occasionally updated. Google Translate is used to translate the texts in the project. Initially, a simple function was created to translate the view. // @/lib/translate.ts import "server-only"; import { z } from "zod"; const { Translate } = require("@google-cloud/translate").v2; const ApiKey = z.string().parse(process.env.GOOGLE_TRANSLATION_API_KEY); const googleTranslate = new Translate({ key: ApiKey }); export async function translateFromEn(text: string, locale: string): Promise { try { if (locale === 'en') return text.trim(); const…  ( 5 min )
    🧠 Build a Real-Time Chat App in Laravel Using Reverb + Blade + Alpine.js
    Laravel Reverb is changing the game for real-time applications. If you're looking to build a live chat system without relying on third-party services like Pusher, you’re in the right place. I’ll guide you through building a real-time public chat app step by step using: Laravel Reverb (WebSocket broadcasting) Laravel Breeze (Blade + Alpine.js) Tailwind CSS Laravel Echo on the frontend You’ll also learn how to avoid common pitfalls, debug broadcast issues, and get this thing working in a production-friendly way. If you'd like to skip the setup and just see how it's done, feel free to clone the full project from GitHub: 🔗 GitHub Repository https://github.com/Tahsin000/reverb-live-chat git clone https://github.com/Tahsin000/reverb-live-chat.git cd reverb-live-chat composer install npm install…  ( 5 min )
    # 🔗 nodeBond – Local IPC Bridge for Node.js (no TCP, no dependencies)
    Tired of using HTTP, WebSockets, or message queues just to make two local Node.js apps talk to each other? Meet nodeBond — a lightweight, dependency-free IPC bridge that lets your Node.js apps exchange messages locally, fast and easily. Zero dependencies — built on Node.js net Fully local: no ports, no servers Bi-directional messaging with .dual() CLI-ready: npx nodebond send appX '{"hello": "world"}' Cross-platform (Windows named pipes, Unix domain sockets) Debug mode via NODEBOND_DEBUG=1 MIT licensed & open-source npm install nodebond appA.js const bond = require('nodebond').dual('appA', 'appB'); bond.sendTo('appB', { msg: 'Hi from A' }); appB.js const bond = require('nodebond').dual('appB', 'appA'); bond.on('data', msg => console.log('[appB]', msg)); npx nodebond send appA '{"ping": "from CLI"}' Check it out on GitHub: github.com/Xzdes/nodeBond Star it if you like it, or use it in your next CLI, automation tool, or desktop process bridge.  ( 3 min )
    Self-Paced Learning Strategies for Today’s Evolving Job Market
    Self-paced learning strategies have gained attention as flexible approaches to skill development amid changes in the job market. The nature of work continues to shift due to technological advances, economic fluctuations, and shifting employer expectations. In this context, individuals may find self-directed learning useful to adjust their knowledge and capabilities at their own speed. The ability to control when and how to learn can offer a more personalized educational experience compared to traditional, time-bound formats. As workplaces gradually integrate new technologies and adapt to different organizational structures, workers often face varying requirements. Self-paced learning strategies provide an option to engage with new material according to personal schedules, potentially easin…  ( 6 min )
    Debugging Embedded Systems: Practical Tips for Developers
    Debugging embedded systems can feel like navigating a maze—one wrong turn and you’re lost in a sea of registers, memory dumps, and cryptic error codes. Whether you’re working with microcontrollers, FPGAs, or custom SoCs, the debugging process is often more challenging than in traditional software development. In this post, I’ll share some practical tips and tools that have helped me (and many others) debug embedded systems more effectively. Start With the Basics: Check Your Hardware Before diving into code, verify your hardware setup: Power Supply: Is your board getting the correct voltage and current? Connections: Double-check all cables, jumpers, and connectors. Peripherals: Are sensors, displays, or other peripherals properly connected and powered? A surprising number of issues are caus…  ( 4 min )
    Parameter decorators in NestJS
    @ Body() and @ Param() are just two of the most commonly used parameter decorators in NestJS. NestJS provides a rich set of decorators to extract data from various parts of an incoming HTTP request. Example: GET /tasks?status=OPEN&limit=10 @Get() getTasks(@Query('status') status: string, @Query('limit') limit: string) { // status will be 'OPEN', limit will be '10' } @Get() getTasks(@Query() query: { status?: string; limit?: string }) { // query will be { status: 'OPEN', limit: '10' } } Example: Authorization: Bearer @Get() getUser(@Headers('Authorization') authHeader: string) { // authHeader will be 'Bearer ' } @Get() getRequestHeaders(@Headers() headers: Record) { // headers will be an object containing all request headers } @Get() getIp(@Ip() ip: strin…  ( 4 min )
    Turbocharge Your Monorepo: Battle-Tested Tips for Nx, Turborepo, and Bazel Pros 🚀
    Let’s face it: Working in a monorepo without proper tooling is like trying to parallel park a cruise ship. 🛳️ You’ve got 100 projects, 500 tasks, and a CI pipeline that takes longer to run than The Lord of the Rings trilogy. But here’s the good news—Nx, Turborepo, and Bazel can turn that ship into a speedboat. I’ve seen teams waste weeks untangling dependency graphs and debugging “works on my machine” ghosts. But with the right hacks, your monorepo can go from “chaos engine” to “velocity machine.” Buckle up. Why Your Monorepo Feels Like a Python Script on a NASA Rover Monorepos should simplify collaboration, but without turbocharged tooling: Task orchestration becomes “run everything and pray.” Caching is a myth (“But it ran 5 minutes ago!”). Dependency graphs look like your t…  ( 5 min )
    What the Heck is an API? (Explained Like You're Just Trying to Get Coffee)
    Ever feel like the tech world speaks a secret language designed purely to confuse you? Like they're throwing around terms like "API" just to watch your eyes glaze over? It's okay, you're not alone. Sometimes, tech jargon feels less like helpful terminology and more like a robotic chant only understood by machines fueled by blinking lights and questionable energy drinks. But here's a little secret: that scary-sounding "API" is actually something you interact with constantly in your everyday life, probably even before you've had your morning caffeine fix. And it's not actually that complicated when you break it down. So, let's ditch the confusing code for a minute and talk about something much more important: coffee. Because, believe it or not, understanding how you get your glorious cup of …  ( 9 min )
    What’s New in the Mobility Database – May 2025 Update
    The Mobility Database is an international catalog of public transit data for transit agencies, rider-facing apps, technology vendors, researchers, and others to use. It features over 3,000 General Transit Feed Specification (GTFS) and GTFS Realtime feeds. Here's what we did in May: Search by GTFS feature 🤔 Curious to know which GTFS features different agencies support? This new search filter allows you to easily discover feeds based on the features they’ve implemented, such as Fares, Flex or Pathways. Explore here. Update: TransitFeeds will be deprecated by December 2025 The Mobility Database is replacing TransitFeeds.com as the central open platform for discovering transit data. We’ll be adding two more features before removing access to TransitFeeds at the end of this year: Moving historical TransitFeeds data to the Mobility Database Adding routes and stop visualizations for each feed 🇨🇦All data from Statistics Canada’s Canadian Public Transit Database has now been added. 18 new locations: 🇧🇷Brazil, Rio de Janeiro: Angra dos Reis 11 new British Columbia static and real time feeds Quebec: Rouyn-Noranda 🇫🇷France: Occitanie Guernsey: Sark Shipping Sermersooq Tsu Airport Line and Kuwana City 24 updated locations including data from 🇨🇦Canada, 🇮🇳 India, 🇮🇱 Israel, 🇮🇹 Italy, 🇯🇵 Japan, 🇪🇸 Spain, and the United States. Detailed data breakdown here Are you using the Mobility Database for your app or website? Let us know so your needs can be considered in our roadmap. You can add your app to our list here. Many thanks to Transitous and Rome2Rio who added themselves this month! Byron Williams Christoffer Søndergaard Dan Cory (Urban Footprint) Diego Canales (ActionFigure) Giovanni R. Ferreora (City Hall of Angra dos Reis) Hiroyuki Ito (Rosenzu.com) Jannis R Karl von Weyhe Michael Salaverry @Solain Radha Krishna  ( 3 min )
    What’s the Real Difference Between Freestyle and Pipeline Jobs in Jenkins? Here’s What I Learned
    When I first started using Jenkins, I began with Freestyle jobs, which felt straightforward—just click, configure, and run. Then I explored Pipelines and learned how they differ by building a Java app, scripting from the terminal, and using Git to manage project files. 1. Building with Freestyle Jobs Build my Java app using Maven Run shell scripts (after configuring Jenkins to recognize Git Bash) Understand that the pom.xml file is essential for Maven builds because it defines the project structure and dependencies Freestyle jobs provide an easy way to experiment, but there are limitations when the build process becomes more complex. 2. Exploring Pipelines – Defining Builds as Code Pipeline jobs allow defining every build step as code within a Jenkinsfile. Instead of using the UI, the process is scripted, for example: pipeline { agent any stages { stage('Build') { steps { echo 'Running build...' } } } } This approach enables version control of build processes, clearer visibility into each stage, and better scalability for complex workflows.  ( 3 min )
    Organizational Design – Structures & Human Behaviour
    An organization’s structure determines how people communicate, make decisions, and stay motivated. Groups employees by specialized functions (e.g., Marketing, Finance). Pros: Deep expertise within departments Clear career paths and supervision Cons: Silos may form, limiting collaboration Slow decision-making across functions Organizes units around products, markets, or regions. Pros: Strong focus on specific product lines or geographies Faster response to local needs Cons: Resource duplication across divisions Potential competition for corporate support Combines functional and divisional chains of command. Pros: Flexible deployment of talent Encourages cross-functional teamwork Cons: Dual reporting can confuse roles Political jockeying for scarce resources Centers on a small core organization that outsources major functions. Pros: Highly adaptable to change Leverages external experts Cons: Less direct control over partners Dependency on external stability 5. Team-Based Structure Organizes around self-managed, cross-functional teams. Pros: High employee engagement and ownership Rapid innovation through diverse perspectives Cons: Role ambiguity can arise Requires strong team-building and conflict-management skills How Structure Shapes Behavior • Communication: Hierarchies vs. networks change how information flows. • Decision-Making: Centralized vs. decentralized structures affect speed and empowerment. • Motivation: Clear roles boost certainty, while fluid teams drive creativity.  ( 3 min )
    Understanding Activity Lifecycle on Android Apps
    In android applications, the programs and screens which users can interact are presented by activity. Every application have at least one activity, but not limited to one. There are several lifecycle process of activity: All of these lifecycle of activities are having their own callback methods, to run certain functions when they are reaching certain state: Activity First Created Initialization and basic setup of the activity you also need to call what layout to be served to UI Activity becoming visible to user User are able to see the activity, but not yet responsive for user interaction Preparation before becoming interactive Activity starts interacting with user For example, when you gets called when using your phone and you answer the call, after the call it will give you the resume Captures user input, usually where the implementations of app core's functionality is done This First 3 callback function will be created and called when open app System changed focus from the current activity For example, when you use application and open another app, onPause() will be called. Application still partially visible. Indicate activity to enter either stop or resume Activity is no longer visible to user Activity is destroyed usually used for clean up Activity is stopped and is starting again always followed by onStart() activity-lifecycle by developer android what is activity in android  ( 3 min )
    Negotiation – Bargaining Strategies and Process
    Distributive (Competitive) Bargaining Distributive bargaining treats the resources at stake as fixed. Goal: Claim the largest possible share Mindset: “Win–lose,” zero-sum Tactics: Anchoring with extreme first offers Small, incremental concessions Withholding information Integrative bargaining seeks to expand value so both sides gain. Goal: Create a “win–win” outcome Mindset: Mutual problem-solving Tactics: Sharing interests, not positions Brainstorming multiple options Building trust and long-term relationships Preparation Define clear objectives and priorities Identify your Best Alternative to a Negotiated Agreement (BATNA) Research the other party’s needs and constraints Information Exchange Open with questions to understand interests Listen actively and take notes Clarify ambiguities before moving on Proposal & Bargaining Present your first offer strategically Use concessions to signal flexibility Seek trade-offs that create value Closure Summarize agreed points to confirm understanding Formalize terms in writing or contract Celebrate agreements to reinforce partnership Follow-Up Monitor implementation of commitments Address any unforeseen issues promptly Nurture the relationship for future negotiations  ( 3 min )
    Daily Quantum Learning #13 — Josephson Junctions
    Step 1: Understand Superconductivity What’s Superconductivity? At super low temperatures, certain materials like niobium or aluminum lose all electrical resistance, becoming superconductors. Electrons pair up into Cooper pairs, moving through the material without losing energy. Why This Matters: Superconductivity allows quantum effects, like tunneling, to take place without interference from electrical resistance. This sets the stage for a Josephson junction. Think of It Like: A frictionless highway where cars (electrons in this case) can zoom along without slowing down. Step 2: Build the Josephson Junction Structure: A Josephson junction is made by sandwiching a super thin insulating layer (like aluminum oxide, just a few nanometers thick) between two superconducting materials (e.g., niob…  ( 4 min )
    Create a simple Virtualized List/ Sliding Window
    Create a simple Virtualized List While many of us have some or the other way have come across the UI performance issues in react which on digging take us to same old simplifying heavy DOM. It can be rendering large list items in list, lazy loading, image optimization, etc. With time as the application scales up the simplifying DOM rendering becomes a complex process. Here we are looking into list rendering but in virtual manner. typically we developers use map function to render the list in rows. with this approach rendering thousands of rows browser will create same no. of DOM elements. The DOM in background is using CPU/GPU of users system. This is not it, the CPU consumption increase with user events such as scroll or performing CRUD operations which results reduced framerate, lag …  ( 6 min )
    A smart take on how to turn cold leads into warm opportunities over time.
    TDZ Pro’s Hidden Growth Weapon: Why a Customized CRM and Data Mining Team Beats Automation Every Time Marcus ・ May 15 #crm #sales #datamining #startup  ( 2 min )
    BeaconAI: a Fun AI Project (Built with GPT, ElevenLabs, Replicate & More)
    It started from the idea that it would be cool to have an automatically generated "zen koan" play out at a specified interval, automatically generated using prompt-engineering to created varied outputs. For example, every hour between 8AM and 8PM, I would call the API with a prompt like "Inspire me with amazing life energy and tie in _____" and the blank would be filled in with a random word or phrase so that each generation was fresh. Then this would be turned into audio with TTS and played through the speakers. This was just the basic idea, and I quickly began building this using Python scripting and ample help from GPT to accelerate the process. Quickly I realized it would be more fun to make it a creative app, and ideas began to flow. Eventually it became more to my taste as an artisti…  ( 10 min )
    5 JavaScript Tricks I Wish I Knew Earlier. (That You’ll Love Too)
    As a front-end dev still sharpening my skills, JavaScript keeps surprising me. Here are 5 simple but powerful JS tricks I wish I had discovered earlier — and now use all the time: 1. Optional Chaining (?.) const userName = user?.profile?.name ?? "Guest"; 2. Destructuring for Cleaner Code const { name, age } = person; const [first, second] = colors; 3. Array.some() and Array.every() items.some(item => item.stock > 0); items.every(item => item.stock > 0); 4. Spread & Rest Operators const newArray = [...arr1, ...arr2]; function sum(...nums) { return nums.reduce((a, b) => a + b, 0); } 5. Short-Circuit Evaluation && and || to simplify conditional logic: isLoggedIn && showDashboard(); const user = input || "Anonymous"; These tricks aren't advanced — just practical. Once I started using them, my code became much cleaner and easier to understand. If you're learning JavaScript, give these a try! What are your favorite JS tips? Drop them below!  ( 3 min )
    AMLES Manual – Installation of Workstations in Dual Boot (ProxMox VM) Part 1.
    I. Partitionnement du disque. A. Installation de l’image ArchLinux : Démarrez votre vm et appuyez sur la touche pour pouvoir accéder à la fenêtre du BIOS. Allez dans Boot Manager. Sélectionnez le CD contenant l’image iso pour l’installation de Archlinux. Ici on a : UEFI QEMU DVD-ROM QM00001. Sélectionnez le modèle d’installation : Arch Linux install medium (x86_64, UEFI). Une fois que le shell apparaît, vous pouvez écrire vos commandes. B. Quelques réglages et partitionnement du disque : Pour commencer, réglez votre clavier en AZERTY car il est configuré par défaut en QWERTY. Pour cela il faut, écrire la commande suivante: loadkeys fr. Utiliser la commande fdisk -l pour lister les disques présent ou la commande lsblk Remarque : fdisk -l permet d’afficher la ta…  ( 8 min )
    The Ultimate YAML Guide for Developers: From Basics to Advanced DevOps Workflows
    Introduction YAML (YAML Ain’t Markup Language) is a human-readable data serialization language designed for configuration and data interchange. Unlike XML or JSON, YAML uses minimal syntax and indentation (spaces) to represent structure, making it easy for humans to read and write. Developers encounter YAML all the time: it’s the backbone of many DevOps tools (Kubernetes manifests, Docker Compose files, Ansible playbooks, CI/CD pipelines, GitHub Actions workflows, etc.). For instance, GitHub Actions workflows are defined in YAML files (in .github/workflows/), since “YAML is a markup language that’s commonly used for configuration files”. Because of its ubiquity in modern tooling and its focus on readability, understanding YAML is invaluable for developers. YAML’s syntax is defined by a …  ( 9 min )
    The Story That Made Me Build Cipherwill
    i started it because one day i read this weirdly simple, sad story online. a guy passed away - just some normal crypto/creator dude - and his family couldn’t access anything. no logins. no wallets. no passwords. gone. millions lost. digital accounts just... locked in time. that stuck with me way more than i expected. i kept thinking: if i died today, would anyone know how to get into my stuff and recover all crypto that i stacked on different platforms? probably not. and that’s not because i have millions (i wish), but because our lives are so deeply tied to digital accounts now. everything from money to memories is behind a login screen. and yet - no one talks about what happens to it all when we're gone. so that’s where cipherwill came from. a simple thought: what if there was a way to s…  ( 4 min )
    The easiest way to connect your .NET app to Gemini using MaIN.NET.
    Integrating large language models like Gemini from Google into a .NET application is often associated with setting up HTTP clients, managing API payloads, handling rate limits, and parsing responses. If you're just starting out or want a simpler way, the MaIN.NET library offers a minimal setup to get you connected with just a few lines of code. This tutorial shows how to configure your app to use Gemini and includes a small example project to demonstrate interaction with the model. .NET SDK. A Gemini API key from Google AI Studio or Vertex AI. An IDE or text editor (e.g., Visual Studio Code, Rider, or Cursor) Internet connection for API access 💡 Good to know: Google currently offers a generous free quota for Gemini API usage via both AI Studio and Vertex AI. This is a great opportunity to…  ( 5 min )
    The Tiny Cat Guide to AI #2: Generative AI – What's Inside the Magic Box?
    Welcome back to The Tiny Cat Guide to AI! In our previous post on Prompt Engineering, we explored how to give clear instructions to our creative AI felines. 😹 Now, let's dive deeper and peek inside the "engine room". What exactly is Generative AI? How does it power these amazing capabilities? What makes these models tick? Generative AI is essentially a system combining countless learned patterns to create something entirely new. To help visualize the fundamental concept of how it works, I’ve put together another visual story. This time, it involves a rather surprising (and overflowing) box of tiny cats! As our cat-filled box illustrates, you can think of Generative AI as that brand new, super-talented cat that emerges. It can meow happily, purr with contentment, and knows all the best…  ( 5 min )
    Taking screenshot in background from Android App (Android Studio-Java)
    I’m developing a parental control app (Android 14-15, Android Studio Java) and need to take screenshots on a child’s Android smart phone(Samsung A15). However, all the common solutions I’ve found is just the MediaProjection API—have major limitations. For instance, it requires user approval every time the device reboots, and apps like YouTube can interrupt the recording process when they enter full-screen mode. Despite this, I’ve seen some parental control apps like Ever Accountable that request permission only once(Not Screen Recording-Installed Apps, but Accessibility, Device Administrator, Usage Stats and Notifications), can take screenshots silently in the background, and are not affected by interruptions from other apps. Can someone please recommend a proper, persistent solution for taking background screenshots without requiring repeated user interaction or being interrupted by other apps?  ( 3 min )
    Mastering `useReducer` in React: A Step-by-Step Guide for Real-World State Management
    useReducer in React: A Step-by-Step Guide for Real-World State Management In modern React development, managing state predictably is key to building maintainable, scalable applications. While useState handles simple state needs, useReducer shines when your component’s state logic becomes more complex or when the next state depends on the previous one. In this article, we'll break down the useReducer hook in depth and show how it enables clear, scalable, and testable state transitions. We’ll also build a mathematical counter using reducer patterns, covering advanced JavaScript concepts like the spread operator, custom actions, and strict typing with TypeScript. useReducer? useReducer is a React hook that provides an alternative to useState. It’s commonly used when: State logic is comple…  ( 4 min )
    Zyn 2.1.0 Update — Customizable Build Profiles
    Zyn 2.1.0 introduces flexible build profiles configurable entirely via zyn.toml. Now you can define compiler flags for release, debug, or any custom profile directly in your project config: `[settings.profiles.release] [settings.profiles.debug] [settings.profiles.your_profile] You can add custom profiles with your own names and flags, making builds fully tailored to your needs. Additional improvements include better internal architecture and updated documentation to help you use these new features. Getting started: Update to Zyn 2.1.0, configure your profiles in zyn.toml, and build with: zyn run --release Enjoy more control and simplicity in your C/C++ builds with Zyn!  ( 3 min )
    Solitude: Not A Flaw But A Choice
    Many people who seek solitude are often misperceived because our society places such a high value on socializing and joint activities. The one who skips the group event and hides in a corner, rather than participating in conversation, often ends up being labeled as a hermit or even friendless. In fact, choosing to be alone might be a positive and self-aware choice plenty of people make. Alone does not always mean lonely. Solitude is a refuge from the external world where quietness enables reflection, feelings are able to make sense of and lasting peace is found. A person who decides to spend time alone does not want to avoid others. It is about returning to oneself. Understanding the Appeal of Solitude Everyone has a unique amount of energy and interaction they are comfortable with. Others…  ( 5 min )
    Open Source Call: Help build a life-saving AI-powered skin cancer app 👋 Hi everyone, I'm Dr. Fadi Alakrami, a physician building an open-source project to help people detect early signs of melanoma, BCC, and SCC – using only their phone, AI, and camera –
    A post by fadi alakrami  ( 4 min )
    Top 10 Termux Commands Every Beginner Should Know
    Just installed Termux on your Android device and wondering what to do next? Great! You’re now one step closer to exploring the power of Linux on your phone. But before diving into tools like Metasploit or Nmap, you need to understand the basics— Termux commands. In this post, I’ll share the top 10 Termux commands that every beginner should know. These will help you navigate, manage files, install tools, and more. Let’s keep it simple and practical. pkg update && pkg upgrade This is the first command you should run after installing Termux. It updates all the packages to their latest versions. pkg update && pkg upgrade Pro Tip: Always update before installing any new tool. pkg install This command is used to install packages (tools or utilities) in Termux. pkg install python Replace py…  ( 4 min )
    Remember the Business Board Game Cards? Let’s Build a Digital Version with Amazon Q CLI!
    Do you guys remember those classic business game cards we used to play as kids? Suddenly, while exploring the Amazon Q game challenge, a wave of nostalgia hit me — why not recreate that fun digital version? I took few minutes to build the entire game . How We Used to Play 2 to 3 players (sometimes more!) A board full of cities across India We’d start by splitting the money we had Roll the dice to move around the board Buy cities when we landed on them Pay rent if someone else owned the city Encounter taxes, jail, lotteries along the way And finally, the player with the most tickets (or assets) wins the game! If you haven’t tried Amazon Q CLI yet, here’s a quick guide to get started: Install Q CLI on your machine Run q chat to start interacting Build your favorite games or apps! Why Amazon Q Developer CLI? It’s a powerful tool that simplifies working in Linux environments, saving you time and boosting productivity. Plus, it’s fun to build interactive CLI games — like our classic business board game! If you want to build Amazon Q CLI: Here is the blog link on how I installed, and also attaching the podcast link on AWS MCP https://medium.com/@abinayasv/vibe-coding-with-amazon-q-a-new-way-to-build-with-ai-fe0b28b6871e https://www.linkedin.com/posts/iamswetha7_aws-awscommunitybuilder-aws-activity-7328741056768860160-Muk2?utm_source=share&utm_medium=member_desktop&rcm=ACoAAC1z7TsBj6_ceWI9AC3F7lqWjPe9RWoRmLg  ( 3 min )
    Organizing network calls in Web Apps with Concentric Call Methodology
    Table of Contents: Intro Documentation Each API gets a file Proxies and Environments Verbs live in one place Non-network data Benefits In conclusion As a UI Architect one common problem space I've noticed across teams and repos is how to organize network calls in web apps. Without a plan in place, you are likely to naively just call axios or fetch from any random component, JS file, or global store. Or you may try moving all network calls into your global stores so at least there is some consistency and it gets them out of the components. We tend to think of network calls as just a simple function that has two results (success/failure). This thought process can lead to underestimating the need for putting in the effort to organize them better. You may easily end up with a ton of network ca…  ( 11 min )
    10 Essential NPM Packages Every React.js Developer Should Master in 2025
    Alright, let's be real. If you're deep in the React trenches like I am, you know the usual suspects: React Router, Redux, maybe Axios for your data fetching. And yeah, they're great, staples even. But in 2025, just knowing the 'big three' (or four, or five...) isn't quite enough to really feel like you're flying, you know? My productivity, and honestly, my sanity, often comes down to those lesser-known, sometimes seriously underrated, npm packages. The ones that make you go, "Where have you been all my life?!" So, I've been wanting to share a list of tools that have genuinely made a difference in my projects. We're not just talking about the obvious headliners here. We're diving into some hidden gems that React developers should know – the kind that can truly supercharge React apps and str…  ( 14 min )
    🚀 I Built an Online Form Builder That Handles Complex Forms with Ease
    Hi devs 👋 After years of working on enterprise projects and constantly facing form-related challenges, I decided to build something I've always needed: an online form builder that actually works well for complex forms. 💡 FormSchema.com is my solution — a powerful, flexible, and developer-friendly form builder built for real-world use cases. 🧩 Why Another Form Builder? Nested sections Conditional logic Dynamic fields Multi-step wizards Custom validation Clean, maintainable integration with Angular, React, or plain HTML So I built FormSchema to support all of that — and more — with schema-driven forms. 🔧 What Makes It Different? Designed for Developers: JSON-based configuration, easy integration. Handles Complex Forms: Need nested fields, repeatable groups, or dynamic logic? It’s got you covered. Embeddable: Easily drop it into any site with a script tag. Custom Components: Extend it with your own Angular or React components if needed. Ionic Support: Works well in mobile hybrid apps too. ⚡ Quick Preview Design a form with drag-and-drop or code view. Add sections, logic, and validation. Get a public URL or embed code. Start receiving submissions immediately. 💻 Try It Out FormSchema.com and let me know what you think. It’s free to use for now. I’d love your feedback — especially if you deal with complex forms regularly. ✉️ Let’s Connect Feel free to reach out or drop your thoughts below! Always happy to hear from fellow developers.  ( 3 min )
    AI in Chrome DevTools: Apply CSS Changes Directly to Your Local Source Code with AI Assistance
    Chrome DevTools introduced AI Assistance in October 2024. Initially, AI assistance could only modify page content, but it couldn't apply those changes directly to your local source code. At Google I/O 2025, a new feature was introduced, allowing you to apply changes from AI assistance directly to your local source code. This means any modifications made with AI assistance will now be persistent. To enable this, you need to connect your source code to Chrome DevTools via Workspace. Manually connecting source code can be inconvenient, especially when working on multiple projects. Fortunately, you can now automatically connect your source code to Chrome DevTools using Automatic Workspace Folders. For Automatic Workspace Folders to work, you need to create a com.chrome.devtools.json file insi…  ( 4 min )
    GOSync – My open-source SSH file sync app with tray & encryption
    Hey folks! 👋 I recently built GOSync, a lightweight desktop application that securely syncs files over SSH. It supports both password and key authentication, has a real GUI (PySide6), and even runs silently in the system tray. No cloud. No telemetry. Just your files — synchronized your way. ✅ SSH-based authentication (key or password) 🖥️ GUI built with PySide6 (Qt for Python) 🔒 Encrypted settings saved locally 🔁 Auto and manual sync options 📥 File upload/download over SCP 📂 Two-panel file view (local and remote) 🛠️ Tray support with quick actions 🧪 Cross-platform builds: Windows (.zip) and Linux (.AppImage) You can grab the latest release here: 👉 GitHub – GOSync No installer required — just extract and run. Python source is also available if you'd like to run it manually or contribute. bash pip install -r requirements.txt python main.py  ( 3 min )
    GitHub Series: Day 4 – Automate Like a Boss with GitHub Actions 🤖⚙️
    Welcome back, developers! Yesterday, we learned how to branch and merge like Git ninjas. Today, we’re going full automation mode with GitHub Actions — your new best friend for building, testing, and deploying code without lifting a finger (well, almost 😎). Imagine having a robot that checks your code, runs tests, deploys apps, makes you coffee (okay, not that last one… yet) — all triggered by events like pushing to a branch or opening a pull request. GitHub Actions. It's a powerful CI/CD (Continuous Integration / Continuous Deployment) system built right into GitHub. ✅ Automate repetitive tasks 🧪 Run tests every time code is pushed 🚀 Deploy apps automatically 📦 Build and publish packages 🤝 Boost collaboration with teams Here’s how to build a simple GitHub Action that runs tests when …  ( 4 min )
    [Boost]
    How to create your own completion for vim Cherry Ramatis ・ Aug 5 '23 #vim #neovim  ( 2 min )
    great read
    How to Build Dynamic Charts in React with Recharts (Including Edge Cases) caleb-ali ・ May 21 #react #datavisualization #typescript #rechart  ( 2 min )
    Basic OOP - Part 01
    Everything in Python is Object-Oriented Example: a = 2 # 'a' is an object of integer type Similarly: roll = [1, 2, 3, 4] roll.append(5) # list method roll.pop() # remove last element Here, roll is an object of the list class. A class is a blueprint. It has: Data / Properties → Variables Functions / Behaviors → Methods Example (Structure only): class Human: name age phone_no def demo(): pass Class names should be in PascalCase → ThisIsClass Variable and method names should be in snake_case → this_is_variable 💡 OOP Benefits ✅ Reusable code ✅ No global variables required ✅ Organized and modular code ✅ Easier debugging ✅ Data protection via encapsulation 🧨 Non-OOP Example (Risky!): balance = 100 def withdraw(amount): global balance …  ( 4 min )
    Docker Cheatset Releases and Support for `arm64` Architecture
    I got a request from a user who asked if I could add a build of the docker-cheatset image for the arm64 architecture. I thought it was a good idea and luckily I had done this before, so I added it to the list of architectures that are built by the GitHub Actions workflow. Going over the repository, I saw that there was several things that could be improved. Pinning of the GitHub Actions Pinning og the Dockerfile base image I also added a push of the Docker image to GitHub Container Registry (GHCR). I found out that I had not pushed the last release to DockerHub, so improve the whole build and release process, would be a good idea. After several attempts and the following releases: 0.18.0 with added arm64 architecture to the build process and bump of base image 0.19.0 with added push to GHC…  ( 4 min )
    🐍 Part 2: 5 More Python Scripts That Will Save You Hours Every Week!!
    Back with 5 more small-but-mighty Python scripts to automate your everyday tasks and boost your productivity!! 📧 1. Email Yourself a Daily Journal Entry import smtplib from email.mime.text import MIMEText body = input("What's on your mind today?\n") msg = MIMEText(body) msg['Subject'] = '📝 Daily Journal' msg['From'] = 'you@example.com' msg['To'] = 'you@example.com' server = smtplib.SMTP('smtp.gmail.com', 587) server.starttls() server.login('you@example.com', 'your_app_password') server.send_message(msg) server.quit() ✔️ Use an App Password if using Gmail. 🗂️ 2. Convert CSV to JSON in Seconds. import csv import json with open('data.csv', 'r') as f: reader = csv.DictReader(f) rows = list(reader) with open('data.json', 'w') as f: json.dump(rows, f, indent=4) ✔️ Swap CSV → JSON or vice versa with a quick tweak. 🔍 3. Find and Replace Text in Multiple Files import os folder = 'my_project' for file in os.listdir(folder): if file.endswith('.txt'): path = os.path.join(folder, file) with open(path, 'r+') as f: content = f.read().replace("OLD_TEXT", "NEW_TEXT") f.seek(0) f.write(content) f.truncate() ✔️ Automate tedious refactoring or content cleanup. 🎵 4. Download YouTube Videos as MP3 (Audio Only). from pytube import YouTube url = input("YouTube URL: ") yt = YouTube(url) stream = yt.streams.filter(only_audio=True).first() stream.download(filename="audio.mp3") ✔️ Turn lectures, podcasts, or tutorials into offline audio. 🌐 5. Check If Your Internet Is Working (and Speed) import speedtest st = speedtest.Speedtest() print(f"Download: {st.download() / 1_000_000:.2f} Mbps") print(f"Upload: {st.upload() / 1_000_000:.2f} Mbps") ✔️ Use in automation or when debugging slow web apps. 🪧 Like These? Here's What You Can Do: ✅ Bookmark this post 💬 Comment your favorite one 🔔 Follow me — because Part 3 might be next 👀  ( 4 min )
    Goose gets a Driver's License
    I taught Goose how to drive (a rover) Goose has no hands, no eyes, and no spatial awareness, but it can drive a rover! I came across a demo video from Deemkeen, where he used Goose to control a Makeblock mbot2 rover using natural language commands like "drive forward/backward," "beep," and "turn left/right" powered by a Java-based MCP server and MQTT. Inspired and excited to take it further, I taught the rover to spin, blink colorful lights, and help me take over the world! I needed to get a few tools installed on my development environment, including Docker, MQTT (brew install mosquitto), and Java. A Docker Compose file was provided to get started with MQTT, and I needed to make a few changes, and create some subfolders to store data. Goose helped with these instructions: version: '3.8'…  ( 6 min )
    Building multi-region infrastructure with AWS
    Written by Marie Starck✏️ The world has never been more distributed — physically or virtually. Thanks to the internet, businesses can now reach users across the globe. To support this reach, infrastructure must scale accordingly. Multi-region setups help reduce latency and increase reliability by distributing resources closer to users. In this article, you’ll learn how to set up a multi-region web application using AWS. We’ll walk through a high-level example of deploying a frontend and a small backend REST API distributed across the US and Europe. You’ll serve the app through two subdomains. There’s us.mysuperwebsite.com for users in the Americas and eu.mysuperwebsite.com for European users. We’ll use us-east-1 and eu-central-1 as our AWS regions. To begin, your frontend code needs to be…  ( 7 min )
    Leveraging Lighthouse audits to optimize web performance
    Written by Anna Monus✏️ Slow-loading pages can stem from multiple causes, which makes them one of the most challenging issues to fix in web development. Lighthouse (LH) is Google’s free and open-source website auditing tool that can help you detect and solve your web performance issues and speed up your site. In this post, we’ll look into what Lighthouse audits are, how to interpret them, what they look like on a real website, and how to generate them in different ways. For the examples, we’ll use the homepage of the Mozilla Developer Network. Lighthouse audits are automated diagnostic checks that evaluate different aspects of the user experience and performance of a web page. They are part of a Lighthouse report that you can generate by running the LH tool on a web page. We’ll see later…  ( 9 min )
    Updated
    CREATE OR REPLACE PROCEDURE compare_tables_with_multi ( table_names IN SYS.ODCIVARCHAR2LIST, l_batch_no IN NUMBER ) AS sql_stmt VARCHAR2(10000); merge_stmt CLOB; ip_merge_stmt_1 CLOB; ip_merge_stmt_2 CLOB; set_clause VARCHAR2(10000); insert_clause_dst VARCHAR2(10000); insert_clause_src VARCHAR2(10000); ip_tbl_last_update_col VARCHAR2(1000); ip_tbl_create_date_col VARCHAR2(1000); ip_tbl_primary_col VARCHAR2(1000); resultset tbl_nmbr; insert_rows_affected NUMBER(10); chunk_sql VARCHAR2(4000); task_name VARCHAR2(1000); l_try NUMBER(5); l_status NUMBER(5); chunk_size NUMBER(10) := 20000; BEGIN FOR i IN 1..table_names.COUNT LOOP -- Validate table_name IF table_names(i) IS NULL OR NOT REGEXP_LIKE(tabl…  ( 4 min )
    Productivity Without Purpose Is Just Busyness
    Fast doesn’t mean meaningful. 🟢 The Ultimate Guide to Building a Personal Brand That Stands Out The Art of Networking: How to Build Strong, Meaningful Relationships We track tasks, optimize routines, chase goals… If your calendar’s full but your heart’s not in it, you’re just sprinting in a circle. Fix this: Define what success means to you. Match your work to that vision. Let go of tasks that just look good on paper. Purpose isn’t fluffy. ✅ CTA: Build aligned productivity at SmartSolveTips.com  ( 3 min )
    FS PBX Email to Fax integration using Postmark Inbound Email Parsing
    This is a submission for the Postmark Challenge: Inbox Innovators. I built a seamless email-to-fax module as part of FS PBX, a FreeSWITCH-based business phone system. This new feature allows users to send faxes simply by emailing an attachment to a formatted Postmark email address. The system parses the incoming email, processes attachments, and delivers the fax using FreeSWITCH. All status notifications, including errors, are sent back to the user via Postmark, creating a smooth and reliable faxing experience directly from any email client. To send a fax with FS PBX: 1. Compose an email: In the “To” field, enter the 10-digit destination fax number (no spaces or dashes) followed by @fax.yourdomain.com Example: 9093655050@fax.yourdomain.com 2. Add your company’s fax number in the Subject fi…  ( 4 min )
    You’re Not Overwhelmed—You’re Underprioritized
    Busyness feels like progress—until it doesn’t. 🟢 How to Build a Strong Personal Brand for Career Success The Power of Networking for Professional Growth What most people call “overwhelm” is usually: Saying yes to everything. Letting other people’s urgency dictate your focus. Mistaking motion for meaning. Here’s how to flip that: Start with just 3 high-impact tasks daily. Say no to work that doesn’t align. Use the Eisenhower Matrix—every week. You're not meant to do everything. ✅ CTA: Want clarity without the chaos? Reclaim focus at SmartSolveTips.com  ( 3 min )
    What is Termux? A Beginner’s Guide to the Android Linux Terminal
    Are you curious about hacking, coding, or Linux but only have a smartphone? Don’t worry— Termux is your gateway to a whole new world of possibilities, right from your Android device. In this beginner’s guide, I’ll break everything down in simple English. You’ll learn what Termux is, why it’s powerful, and how you can start using it today—even if you’ve never touched a terminal before. Termux is a powerful terminal emulator for Android. It lets you access a Linux environment and run command-line tools directly from your phone or tablet. Think of Termux as a toolbox. Inside it, you can: Install Linux packages Write and run shell scripts Use programming languages like Python or C Learn ethical hacking tools like Nmap, Hydra, or Metasploit Control remote servers using SSH Automate tasks with s…  ( 5 min )
    Generative and Predictive AI in Application Security: A Comprehensive Guide
    Artificial Intelligence (AI) is redefining security in software applications by facilitating heightened weakness identification, automated assessments, and even autonomous threat hunting. This article delivers an in-depth narrative on how generative and predictive AI are being applied in the application security domain, designed for cybersecurity experts and decision-makers as well. We’ll delve into the growth of AI-driven application defense, its modern strengths, obstacles, the rise of autonomous AI agents, and prospective trends. Let’s begin our exploration through the past, present, and coming era of AI-driven application security. History and Development of AI in AppSec Early Automated Security Testing see how get started Growth of Machine-Learning Security Tools A notable concept…  ( 11 min )
    Let’s Get Life Easy: Secure JSON/CSV Conversions Without Uploading Data
    Have you ever faced difficulty with conversions from JSON to CSV or CSV to JSON? JSON makes a programmer’s life easy, while CSV makes an accountant’s life easy. But when we’re working across teams or systems, we often need both formats. That’s where conversions come in. Sure, there are plenty of online tools available. It’s convenient — but let’s pause for a second... What about data privacy? We’re developers — we can solve this ourselves. And the best part? Bash script + PHP (hey, PHP isn’t dead yet 😉). JSON to CSV php -r '$data = json_decode(file_get_contents("path/input.json"), true);$fp = fopen("output.csv", "w");fputcsv($fp, array_keys($data[0]));foreach ($data as $row) fputcsv($fp, $row);fclose($fp);' CSV to JSON php -r '$csv = array_map("str_getcsv", file("path/input.csv"));$headers = array_shift($csv);$data = array_map(fn($row) => array_combine($headers, $row), $csv);file_put_contents("path/output.json", json_encode($data, JSON_PRETTY_PRINT));' ➕Bonus: XLSX to JSON libreoffice --headless --convert-to csv input.xlsx --outdir . && mv input.csv desired_name.csv  ( 3 min )
    Week 4 of Website Development
    🚀 Week 4 of My Web Development Journey I’ve just wrapped up Week 4 of my web development journey, and it was packed with some seriously powerful CSS concepts. From layout mastery to a full personal portfolio — here’s everything I learned and practiced this week: 📚 Topics I Covered: 🔹 CSS Positioning 🔹 CSS Flag Project – The Flag of Laos 🔹 Advanced CSS -> CSS Display: Learned and practiced how elements behave: block, inline, inline-block, and none. -> CSS Float: Got a look into how float was used for layouts before Flexbox became standard. -> Responsiveness: Learned how to design websites that adapt gracefully to different screens. -> Media Queries: Practiced using conditional CSS to target mobile, tablet, and desktop views. -> Mini Project – Web Design Agency: Built a small responsive agency website to apply everything. 🔹 Flexbox 🔹 CSS Grid 🔹 Bootstrap It’s like CSS on steroids — great for rapid prototyping. 🔹 Capstone Project – Personal Portfolio 🧠 Key Takeaways: ⚡ Challenges I Faced: Bootstrap’s class naming took a bit of practice to get used to, but it’s clicking now! 📌 Projects & Code: 💬 Let’s Connect! Which layout method do you prefer — Flexbox or Grid? Drop your thoughts in the comments or share your layout wins and fails! Let’s learn together. 😄  ( 4 min )
    Understanding `filter`, `map`, and `reduce` in JavaScript
    As a developer working with JavaScript, it is crucial to understand the built-in array methods that enable efficient and readable data manipulation. Among these, filter, map, and reduce stand out as essential tools for transforming and processing arrays in a functional programming style. This article explores these three methods in detail, providing clear syntax, use cases, and examples. filter(): Selecting Specific Elements Purpose: The filter() method creates a new array containing elements from the original array that satisfy a specified condition. It is commonly used when you want to exclude elements based on a logical test. const filteredArray = array.filter(callback(element, index, array)); callback: A function that returns true to keep the element or false to exclude i…  ( 6 min )
    Hello everyone in the developer community! 👋 I'm a backend developer with 3 years of experience in building scalable and maintainable systems.
    A post by Tech Dung  ( 5 min )
    This is one of those "betting on the tech getting better" bets
    Cheating at Search with LLMs Nick K ・ May 21 #webdev #programming #ai #rag  ( 2 min )
    🐍 10 Python Scripts That Will Save You Hours Every Week!!
    Are you still doing repetitive tasks manually? These Python scripts are small, powerful, and designed to save your time and energy—whether you're a developer, student, freelancer, or just someone who uses a computer daily. 📁 1. Bulk Rename Files in a Folder import os for count, filename in enumerate(os.listdir("my_folder")): dst = f"file_{count}.txt" os.rename(f"my_folder/{filename}", f"my_folder/{dst}") ✔️ Renames all files to file_0.txt, file_1.txt, ... 📚 2. Merge All PDFs in a Folder import PyPDF2 import os merger = PyPDF2.PdfMerger() for pdf in os.listdir(): if pdf.endswith(".pdf"): merger.append(pdf) merger.write("merged.pdf") merger.close() ✔️ No more dragging PDFs into online tools. Done locally in seconds. 📝 3. Extract Text from Any PDF from PyPDF2 import …  ( 4 min )
    Engenharia de missões robóticas, com Genaína Rodrigues (UnB)
    Neste episódio do Fronteiras da Engenharia de Software, Genaína Rodrigues falou sobre suas pesquisas em Engenharia de Missões Robóticas, tendo sido entrevistada por Adolfo Neto e Maria Claudia Emer. Genaína é professora associada da Universidade de Brasília e possui doutorado pela University College London, além de mestrado pelo CIn/UFPE e graduação pela UnB. YouTube: https://youtu.be/qghdjPnVxW4 Spotify: https://open.spotify.com/episode/0cCqI2NB7YC57rLMQcGyDn Demais plataformas: https://creators.spotify.com/pod/show/fronteirases/episodes/Engenharia-de-misses-robticas--com-Genana-Rodrigues-UnB-e333gp9 Site do Fronteiras da Engenharia de Software: https://fronteirases.github.io/episodios/paginas/56  ( 3 min )
    🍏 Integrating Apple Pay with Stripe in a React Native CLI Project (iOS)
    Integrating Apple Pay with Stripe in a React Native CLI project involves configuring your Apple Developer account, setting up Stripe, installing dependencies, and implementing the payment flow. This guide uses the @stripe/stripe-react-native SDK and is iOS-focused, as Apple Pay is available only on Apple devices. Before starting, ensure you have the following: A React Native CLI project (not Expo). A valid Apple Developer Program account. A Stripe account (test keys available). Xcode installed on macOS. A physical iOS device (real Apple Pay testing). Node.js, npm or yarn. A code editor like VS Code. You must be enrolled in the Apple Developer Program to use Apple Pay. Sign in to the Apple Developer Console. Go to Certificates, Identifiers & Profiles > Identifiers. Click the + button. Selec…  ( 5 min )
    ✨ Challenge Feed: Real-Time Programming Challenges in One Place
    This is a submission for the Bright Data AI Web Access Hackathon I created Challenge Feed, a web application where you can discover the latest programming challenges from several popular platforms—all in one place. Developers often need to visit several sites and browse multiple pages to find new challenges. My goal was to simplify this process, making it faster, more centralized, and engaging. Challenge Feed collects challenges from different sources, stores and manages this data using Bright Data, and displays everything in a modern interface with features like saving, liking, and viewing highlights in a stories format. Whether you’re looking for hackathons, code jams, or online competitions, you’ll now find it all in one place. You can try Challenge Feed live here: 👉 https://challenge-…  ( 4 min )
    What New on Hulu
    What to Watch on Hulu: Top Shows and Movies Right Now on Hulu If you’re wondering what to watch on Hulu, you’re in for a treat. Hulu has solidified its place as a go-to streaming platform, offering a diverse catalog of award-winning series, blockbuster movies, and fresh releases that cater to every taste. Whether you’re asking what shows are on Hulu, what movies are on Hulu, or what is new on Hulu, this guide will help you navigate the platform’s best offerings as of May 2025. Let’s dive into the top picks for what can I watch on Hulu right now. Hulu’s reputation for quality entertainment continues to shine, thanks to its curated selection of original content and partnerships with networks like FX. One standout series to explore is The Bear, a critically acclaimed drama that snagged 11 E…  ( 4 min )
    Complete Guide: Setting Up GUI Remote Desktop (RDP) on Linux VMs (Azure & AWS)
    This guide provides step-by-step instructions for setting up a graphical user interface (GUI) on a Linux virtual machine and accessing it remotely using Remote Desktop Protocol (RDP). This works for both Azure VMs and AWS EC2 instances. For a visual walkthrough of this process, check out our YouTube tutorial: Hate Command Line? Get a FULL GUI on Your Linux Cloud VM Instead! GUI (Graphical User Interface): The visual way to interact with your computer using windows, icons, and menus instead of text commands. RDP (Remote Desktop Protocol): Microsoft's protocol that allows you to connect to and control a remote computer as if you were sitting in front of it. XRDP: An open-source implementation of the RDP protocol that allows RDP clients to connect to Linux machines. XFCE: A lightweight deskto…  ( 6 min )
    Optimizing Go Performance with sync.Pool and Escape Analysis
    sync.Pool is a high-performance tool in Go's standard library for caching and reusing temporary objects. It is suitable for the following scenarios: Scenario: Objects that need to be frequently created and destroyed (such as buffers, parsers, temporary structs). Optimization goal: Reduce memory allocations and garbage collection (GC) pressure. Example: // Reuse byte buffers var bufPool = sync.Pool{ New: func() interface{} { return bytes.NewBuffer(make([]byte, 0, 1024)) }, } func GetBuffer() *bytes.Buffer { return bufPool.Get().(*bytes.Buffer) } func PutBuffer(buf *bytes.Buffer) { buf.Reset() bufPool.Put(buf) } Scenario: Concurrent request processing (such as HTTP services, database connection pools). Optimization goal: Avoid contention for global resources, a…  ( 6 min )
    🎉 Spring AI 1.0 Is Here — Making AI Production-Ready for the Enterprise
    "Bringing the power of modern AI into the hands of developers — the Spring way." Spring AI 1.0 has officially reached General Availability (GA) as of May 20, 2025 — and it's a milestone worth celebrating for Java developers, enterprise teams, and anyone looking to integrate AI into production systems without reinventing the wheel. 📢 Official Announcement 🚀 Get Started Tutorial 🧠 Deep Dive by The New Stack Spring AI brings a consistent, idiomatic, and pluggable framework for integrating AI into Spring Boot applications. It abstracts the complexities of LLMs and vector stores — offering developers a clean, declarative API to interact with AI capabilities like: Prompt templates Embedding generation Vector store access AI function invocation RAG (Retrieval-Augmented Generation) patterns And…  ( 4 min )
    Using elastic search to optimize text search 🔍
    Text-based searches can be slow in relational databases, especially when dealing with large datasets. This is because these databases are primarily designed for structured data and not optimized for full-text search. When performing such searches using operators like LIKE, the database often needs to examine each row individually to find matches. This row-by-row comparison is inefficient and can lead to timeouts or significant performance issues, particularly with large volumes of data. To optimize the text searches we can use Elastic search. To observe the power of elastic search, lets take an example of REST api built with express. 1. Create an express app New express app is created with 2 routes - 2. Set up mySQL and elastic search client npm i mysql2 @elastic/elasticsearch 💡 Note: Elastic search service should be running on local port 9200. Elastic search requires creation of index before we can insert data , similar to a database in mysql. For index creation checkout the full source code added at the end of the article . 3. Set up routes for REST api Route creation for path dbSearch which uses mySQL Route creation for path elasticSearch using elastic search Both the queries are similar. 4. Start up express server and test REST api Rest Api using mysql Rest Api using elastic search The search performed using elastic search is ~165% faster on average. Full code here - Github What are your thoughts on usage of elastic search?  ( 3 min )
    Create Python Virtual Environment with Various Version of Python on Windows
    As someone who's not too familiar with using Python, I am confused about creating multiple virtual environments with different Python versions. To solve this issue, I found a helpful library that can help me create multiple virtual environments with different Python versions. I use pyenv and pyenv-venv to tackle this problem, and many tutorials explain the installation process in Linux and MacOS, so I will share how to install it on Windows. pyenv and pyenv-venv Firstly, I need to install both the library by following the instructions on the git page pyenv-win and pyenv-win-venv. For the first step, I need to install pyenv first by executing these commands: Invoke-WebRequest -UseBasicParsing -Uri "https://raw.githubusercontent.com/pyenv-win/pyenv-win/master/pyenv-win/install-pyenv-win.p…  ( 4 min )
    Will AI Replace Your Job? Yes — Unless You Learn to Lead It
    ✅ Yes – if you don’t adapt, it will replace you. ✅ Yes – if you ignore it, you will be left behind. But if you embrace it, AI becomes a powerful ally — not a threat. “Is AI going to replace developers?” And the answer is: Not the good ones. AI can assist with small tasks. It can generate snippets. It can even help brainstorm ideas. But when it comes to: Rolling out a full application Designing a secure, scalable architecture Setting up complex infrastructure or clusters That still requires human expertise. That still requires you. We need architects — People who understand logic, structure, and strategy. AI is only as smart as the instructions it gets. So the question isn’t whether AI is a threat. It’s whether you’ll lead with it – or get left behind by it.  ( 3 min )
    🚀 Will AI Replace Your Job? It Might – Unless You Learn to Leverage It? In today’s fast-moving tech world, the question isn’t if AI will change your job, it’s how soon. How do you think about this?
    A post by Chris van Steenbergen  ( 3 min )
    A Beginner’s Guide to Developing a News App in React Native
    In an age where information drives everything from decisions to conversations, news applications have become essential tools for millions of users. Whether it's breaking stories, tech updates, or global headlines, users crave accessible and organized news platforms—especially on mobile. If you're a beginner interested in mobile development, building a news app using React Native and JavaScript is a powerful starting point. In this comprehensive guide, you’ll not only learn how to create a basic news app, but you’ll also explore how real-world concepts—like fetching data from APIs, structuring UI components, and navigating between screens—come together in a practical project. By the end, you’ll have a functional mobile app and the confidence to take on more complex builds. Let’s get started…  ( 5 min )
    10 VS Code Extensions That Save Me Hours Every Week
    10 VS Code Extensions That Save Me Hours Every Week As a developer, these tools turbocharge my workflow—here's how they can help you too. When I first started coding, I wasted hours on manual formatting, debugging, and repetitive tasks. Now, with the right VS Code extensions, I automate the tedious parts of my day and focus on what matters: building great software and solving data problems. Here are my top 10 picks (plus pro tips!) for saving time and sanity. Why I love it: No more arguing about semicolons or indentation. Prettier automatically formats code on save, enforcing consistency across projects. Pro Tip: Pair it with .prettierrc to customize rules for JavaScript, Python, or YAML. // .prettierrc { "semi": false, "singleQuote": true } Time Saved: 1+ hour/wee…  ( 4 min )
    Google Unveils Veo 3 — a New AI Tool for Video Creation with Sound
    Google has introduced Veo 3, a neural network designed to generate videos with audio, including accented speech and background noise. Key highlights: What are your thoughts on this? Would be happy to read them in the comments below!  ( 3 min )
    A lightweight and high-performance Rust HTTP server library.
    In today's digital age, building high-performance and reliable web services is a goal pursued by every developer. Today, we sincerely recommend Hyperlane to you. It is a lightweight and high-performance Rust HTTP server library designed to simplify your network service development. Hyperlane is built with pure Rust and the standard library, offering true cross-platform compatibility across Windows, Linux, and macOS, with a consistent API experience on all platforms. It relies on Tokio's asynchronous runtime to achieve seamless network communication without any platform-specific dependencies. Main Features: Supports HTTP request parsing, response building, and TCP communication. Supports request and response middleware, WebSocket, and Server-Sent Events (SSE) for flexible and efficient real…  ( 4 min )
    DATA CLEANING: Common data issues and their solutions
    Data cleaning is a useful process to articulate the desired state of data before being ingested and used for insights and visualization. Data driven decisions often depend on accuracy of the data being presented. Missing data Incorrect data Outliers Duplication Irrelevant data Missing data Imputation (mean, median, mode) dropping rows/columns with excessive missing values Incorrect data Validate against external reference standardization of formats manual correction by domain expert/review Outliers - deleting / retaining based on domain review Duplication - fuzzy matching, use unique indentifiers Irrelevant data - feature importance score, correlation analysis to determine and remove features of low variance or no contribution to target variables. import pandas as pd df = pd.read_csv('your_data.csv') imputer = SimpleImputer(strategy='mean') df['A'] = imputer.fit_transform(df[['A']]) df = df.dropna(axis=0, thresh=df.shape[1] // 2) # Drop rows with > 50% missing df['A'] = df['A'].astype(str) Q1 = df['A'].quantile(0.25) df = df.drop_duplicates() X = df.drop(columns=['target']) y = df['target'] model = RandomForestClassifier() model.fit(X, y) feature_importances = pd.Series(model.feature_importances_, index=X.columns) important_features = feature_importances[feature_importances > 0.01].index df = df[important_features.tolist() + ['target']] Now df is cleaned and ready for analysis or modeling.  ( 3 min )
    This is going to be fun
    Join the Postmark Challenge: Inbox Innovators - $3,000 in Prizes! dev.to staff for The DEV Team ・ May 21 #devchallenge #postmarkchallenge #webdev #api  ( 2 min )
    Hyperlane: A Lightweight, High-Performance Rust HTTP Server Library
    Hyperlane: A Lightweight, High-Performance Rust HTTP Server Library In modern web service development, developers need a lightweight and high-performance HTTP server library to simplify the development process while ensuring efficient service operation. Hyperlane is designed for this purpose—a Rust HTTP server library aimed at providing an easy-to-use and powerful experience for network service development. Hyperlane not only supports basic HTTP request parsing, response building, and TCP communication but also offers rich functionalities to meet the needs of modern web service development: Middleware Support: Hyperlane allows developers to easily add middleware for requests and responses, enabling flexible request handling and response generation logic. Real-Time Communication: With sup…  ( 5 min )
    9 Performance Optimization Tips for Windows 11
    Original article: Feeling like your Windows machine is crawling? Before you throw it out the window (pun intended), try these simple tips to speed things up! I'll keep things simple, actionable, and beginner-friendly. You don't need to be a tech wizard to do any of these. If you have too many apps launching at boot, they can negatively impact your system's performance. Press Ctrl + Shift + Esc to open Task Manager (or search for it in the Start Menu), then go to the Startup Apps tab and disable what you don't need. Right-click on the startup apps you want to disable at startup and select Disable. Don't worry; disabling them here won't uninstall anything, it just stops them from launching automatically. You'd be surprised how many pre-installed apps or unused software sit around doing not…  ( 5 min )
    How to setup the SvelteKit starter template on Appwrite Sites
    Building web applications requires both front-end expertise and back-end infrastructure. Appwrite Sites simplifies this process by providing a platform for deploying, hosting, and scaling web applications. To ease this process even further, Appwrite Sites offers a variety of starter kits for popular frameworks like Next.js, React, Vue, Nuxt, Angular, SvelteKit, and Flutter. In this blog, you will learn how to set up the SvelteKit starter template and deploy it to Appwrite Sites. SvelteKit is a modern web framework built on top of Svelte that enables fast, server-rendered and client-enhanced web applications with powerful routing, data loading, and deployment features out of the box. Appwrite's SvelteKit starter template includes: A clean, single-page UI Integration with Appwrite's SDK Pre-…  ( 4 min )
    How to Prompt Sora Effectively?
    In the rapidly evolving field of AI-driven video generation, OpenAI’s Sora stands out as a pioneering tool that transforms textual prompts into dynamic, high-fidelity videos. However, harnessing Sora’s full potential requires more than just descriptive language—it demands a strategic approach to prompt crafting grounded in cinematic principles, clarity, and iterative refinement. Recent evaluations highlight both Sora’s impressive capabilities and its current limitations, including bias and inconsistencies in rendering complex scenes. By understanding Sora’s underlying technology, adopting best practices from expert prompt engineers, and learning from community-driven experiments, creators can significantly improve output quality. This article synthesizes the latest insights and news to off…  ( 7 min )
    This approach actually respects the intelligence of your prospects.
    TDZ Pro’s Hidden Growth Weapon: Why a Customized CRM and Data Mining Team Beats Automation Every Time Marcus ・ May 15 #crm #sales #datamining #startup  ( 2 min )
    From Zero to AI Hero (with JavaScript): Complete Roadmap to Learn AI/ML for Beginners
    This guide is for absolute beginners who want to get into AI/ML using JavaScript. Yes, Python is dominant in the AI world, but JavaScript is evolving fast and has growing support for AI frameworks. You can learn the fundamentals and even build real AI-powered apps in JS. Why Learn AI with JavaScript? Prerequisites Level 1: Core JS Foundation Level 2: Math & Logic for AI Level 3: Data Skills in JS Level 4: ML & AI with JS Bonus: Combine JS + Python Project Ideas Tool Stack for JS AI Final Tips Works in browser: No complex setup. Great for frontend + AI: Perfect for real-time web apps. TensorFlow.js allows training and deploying ML models in the browser or Node.js. No coding experience required. Just basic computer and internet knowledge. Curiosity and consistency. Variables (let, const) Dat…  ( 4 min )
    Project Starline Transforms into Google Beam: Revolutionizing Remote Communication
    Google’s groundbreaking Project Starline, which aimed to make video calls feel like in-person meetings, has evolved into Google Beam — an advanced 3D communication platform that now incorporates real-time AI translation. Announced at Google I/O 2025, this technology promises to transform how we connect across distances, making remote interactions feel remarkably natural and breaking down language barriers. Project Starline Transforms into Google Beam: Revolutionizing Remote Communication | by Gajanan Rajput💚 | May, 2025 | Medium Gajanan Rajput💚 ・ May 21, 2025 ・ Medium  ( 3 min )
    Join the Postmark Challenge: Inbox Innovators - $3,000 in Prizes!
    We are thrilled to partner with Postmark to bring the community a brand new DEV challenge. Running through June 1, the Postmark Challenge: Inbox Innovators invites you to play with data by leveraging Postmark's inbound email parsing capabilities. Email remains one of the most universal and powerful communication tools, and Postmark's developer-focused API makes it easier than ever to incorporate sophisticated email functionality into your applications. This challenge is your opportunity to demonstrate how creative you can get with email-based features while adding an impressive project to your portfolio! Read on for our prompt. For this challenge, your mission is to build an application using Postmark's inbound email parsing feature. Postmark's inbound email parsing allows you to receive …  ( 5 min )
    Why Caching Matters More Than You Think (A Real-World Example)
    We all love to build things that “just work.” But sometimes, the very things that seem perfect on the surface can silently rack up technical debt, or worse, financial cost. Let’s talk about caching. Sometime last year, I implemented a payment integration flow: Generate a token Authorize the request Create a payment link It was seamless. This setup successfully handled hundreds of thousands of deposits. No errors. No downtime. Everything looked rock solid. Until about 6 months later. Our payment gateway provider reached out: "We’re seeing a spike in token generation. It’s burning through our resources." My first reaction: Wait, what? We followed the docs and generated a new token before every payment. Nothing seemed wrong. But here’s what we missed: each token had a 20-minute lifespan. Yet,…  ( 4 min )
    Technical SEO for Developers: Mastering Site Structure and Performance
    Imagine this: you have spent countless hours designing an exceptional website. The UI was spotless, the content was informative and entertaining, and the code was pristine. But when you finally googled it, it had been buried deep inside - somewhere on the pages of much worse sites. Why? Because it gave the least importance to the technical SEO factor. In the modern digital space, technical SEO is the backbone of online visibility; it ensures that search engines can crawl and understand your website well enough to rank it. Without this, even the best websites will never be found. Now, let's dive deep into actionable tips on how to optimize your site structure and performance for both search engines and users. Perfect Your Site Structure A well-organized site structure acts like a roadmap fo…  ( 5 min )
    How to Improve LLM Performance with Human and AI Feedback on Amazon SageMaker
    Large Language Models (LLMs) have demonstrated remarkable capabilities across a myriad of natural language processing tasks, from content generation to complex reasoning. However, achieving peak performance and ensuring alignment with specific user needs and safety guidelines remains a significant challenge. Traditional fine-tuning approaches often fall short in capturing the nuanced preferences and implicit knowledge that are critical for real-world applications. This article explores how integrating both human and AI-generated feedback into the LLM fine-tuning pipeline on Amazon SageMaker can dramatically enhance model performance, robustness, and alignment. Context and Motivation While pre-trained LLMs offer a powerful foundation, their general nature often necessitates further adaptati…  ( 12 min )
    DIY Ticketing System with Google Apps Script for Handling Inquiries
    Started Volunteering as a System Admin for an NPO About two months ago, I started volunteering for an NPO in a system admin role. The organization is quite pre-modern in how it operates—user inquiries were handled entirely via email. Sometimes our IT-related team handled the issues, and other times we had to forward them to the appropriate department. Of course, that meant forwarding the emails. I hadn’t seen dozens of endless “Re:Re:Re:” threads in a while. It felt like time-traveling back to the 2000s when I first entered the workforce. Fortunately, the NPO uses Google Workspace for Nonprofits, so we have access to the basic Google apps. I decided to centralize user inquiries using a Google Form. However, form responses are aggregated into a spreadsheet by default, and managing each ca…  ( 6 min )
    How to Set Up Auto Deployments After Every Git Push (No Jenkins)
    Setting up automated deployments is crucial for developers who want to streamline their workflow and push updates faster. But managing complex CI/CD tools like Jenkins can slow things down and add unnecessary complexity. What if there was a simpler way to deploy your app automatically after every Git push, without dealing with the overhead of Jenkins? In this post, we’ll walk through a straightforward way to set up auto deployments after every Git push using an easy-to-use platform - without the need for Jenkins or complex configurations. Auto deployments are a game-changer. Instead of manually deploying your app each time you push code, everything happens automatically. This means your latest changes are live as soon as they’re committed, allowing you to see the impact of your work quickl…  ( 5 min )
    What is Hyperscale?
    Hyperscale refers to an IT architecture’s ability to efficiently and rapidly scale as resource demands increase. It's the backbone of operations for tech giants like Google and Amazon, allowing them to manage massive volumes of data with ease. This architecture integrates computing, storage, and virtualization into a unified system that supports high-performance and scalable infrastructures. Hyperscale is important because it plays a critical role in managing dynamic workloads and handling the exponential growth of data. Businesses benefit from rapid scalability without major infrastructure overhauls, cost efficiency through optimized resource usage, and enhanced performance and reliability via distributed systems. This makes hyperscale a vital tool for organizations embracing big data and…  ( 4 min )
    🚀Migrating from Heroku to AWS with Terraform — A Real-World Guide
    As businesses grow, platforms like Heroku often become limiting. You start to feel the need for more control over networking, infrastructure, security, and scalability. That’s exactly where AWS comes in — but transitioning from a PaaS like Heroku to a powerful IaaS like AWS can feel overwhelming. At Hybytes, we’ve helped several teams migrate from Heroku to AWS using Terraform, and in this post, I want to share a breakdown of how to approach this migration in a structured, repeatable way. Heroku is great for getting started fast. But for growing teams, it brings challenges like: High costs at scale Limited infrastructure control Vendor lock-in Basic security/compliance tools AWS provides the flexibility and scale you need — but requires good DevOps practices. We used Terraform to provision and manage infrastructure across: VPC, Subnets, Security Groups Amazon RDS (PostgreSQL) Amazon ECS/Fargate for containers SSM Parameter Store for config and secrets ALB + Route 53 for traffic routing We broke down the migration into clear stages: infrastructure setup, data migration, containerization, CI/CD pipeline, then DNS cutover. Always start with a staging environment before going live Use Terraform workspaces to manage multiple environments Set up CloudWatch and cost alerts from day one Replace Heroku Config Vars with SSM parameters securely Terraform GitHub Actions for CI/CD Docker + Amazon ECR pg_dump / pg_restore for PostgreSQL migrations Datadog for monitoring Moving from Heroku to AWS isn’t just a technical migration — it’s a shift in how your team builds and operates. With Terraform, it becomes much more manageable, auditable, and scalable. We’ve documented our full guide here: If you're planning something similar, feel free to connect. I’d love to share ideas or collaborate on content!  ( 4 min )
    I wrote this one some time ago as a form of therapy:
    I Applied at a FAANG and Failed — Three Interviewing Lessons Cesar Aguirre ・ Aug 19 '24 #career #interview #careerdevelopment #beginners  ( 3 min )
    Top Cryptocurrency Exchanges 2025: Review
    A cryptocurrency exchange is a digital platform designed to buy, sell, and exchange various crypto assets. It works on the principle of classic stock exchanges, but instead of shares and goods, users trade digital currencies: Bitcoin, Ethereum, and other altcoins. I got some key features for analytics from my article on the development of a crypto exchange on the Merehead website. Cryptocurrency exchanges are an integral part of the digital financial ecosystem. Such platforms provide convenient tools for making transactions and create a liquid market for traders and investors around the world. Users can buy crypto on such platforms for fiat money (dollars, euros, hryvnias) or exchange one digital asset for another. Exchanges provide traders with tools for market analysis, placing orders, a…  ( 6 min )
    [Boost]
    🎙️We have prepared a lot of new things in HMPL.js for developers! Anthony Max for HMPL.js ・ May 21 #webdev #javascript #programming #opensource  ( 2 min )
    Recursive Renaissance
    How AI's Self-Engineering Feedback Loops Are Rewriting Technological Evolution In the quiet hum of data centres worldwide, a subtle revolution is taking place. Artificial intelligence systems are no longer merely tools crafted by human engineers; they have begun to participate in their own evolution. Through intricate networks of feedback loops, today's AI systems are learning not just from human input but from their own outputs, mistakes, and interactions—effectively turning the traditional innovation cycle inside out. This recursive self-improvement represents perhaps the most profound shift in technological development since the industrial revolution: machines that increasingly engineer themselves. As we stand at this inflection point, the cascading effects of AI's self-engineering ca…  ( 13 min )
    High-Level System Design: WhatsApp Chat
    Functional Requirements: 1-to-1 Chat Last Seen Group Chat Text only (E2E Encryption) Non-Functional Requirements: Messages must reach the receiver quickly. Communication must be real-time. Assumptions Functional Requirements: 3 billion monthly active users, 2 billion daily active users, with 33 minutes of daily usage per user. Each user sends a "last seen" status 10 times per minute. 5% of 2 billion = 100 million concurrently active users. 100 billion messages per day or 2KB × 100 billion = 2 × 10¹¹ KB = 200 TB per day. 100 billion messages per day = 1.16 million messages per second. We will use Signal Protocol for end to end encryption Capacity Estimation 3 billion monthly active users, 2 billion daily active users, with 33 minutes of daily usage. 100 million concurrently active users. 10…  ( 4 min )
    How to view productivity
    We maximize what we measure. Without clarity on purpose, we measure the things that make us feel good. These pleasures distract us from deriving joy from what we maximize. In short, we (I) tend to focus on the input more than impact. By understanding how to define and measure productivity for ourselves, we reset our focus. First we will define productivity, then we will understand how to use all sources of information, last we'll look at 6 lenses we can use to view our own productivity and how we can "clean the lense" to have a more clear picture. If we define productivity as "the ability to have impact," our metrics for whether we are productive are subject to the context in which we operate. Put another way, there is no consistent metric we can apply to understand whether we are producti…  ( 9 min )
    Google I/O 2025: AI and XR Redefine the Future – Key Announcements Recap
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    A COMPREHENSIVE LOOK INTO SQL : - What a Beginner can learn
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    HarmonyOSNext -Schedule Management
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    The Importance of AI Automation: Powering the Future of Efficiency
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    How to setup the Next.js starter template on Appwrite Sites
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    Writing Tests with #[cfg(test)] and Modules
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    ⚠️ The Silent Killers: How Ignorance and Indiscipline Can Destroy a Company from Within
    “The chains of habit are too light to be felt until they are too heavy to be broken.” In startups, we obsess over product-market fit, fundraising, frameworks, and features. But what if the rot isn’t outside — what if it starts from within? As the co-founder and CTO of a 12-year-old tech firm, let me say this bluntly: it's not the market, not the tech, not the competition — it’s me. Ignorance doesn’t always shout. Sometimes it sits quietly in the corner: Not knowing how your developer interpreted a feature. Not reviewing the pull request — just merging to “save time.” Not asking “what went wrong” when a module fails. Not tracking what wasn’t done — only what got shipped. We ignore because we trust. “it’ll work itself out.” But the truth is: every bug left untraced, every ambiguity left uncl…  ( 4 min )
    HIPAA Compliance for MSPs: Your Survival Guide in Healthcare IT
    If you're a managed service provider (MSP) working with healthcare clients, you’ve probably heard the term HIPAA thrown around like it’s the holy grail of compliance. But let’s be honest: HIPAA can feel like a maze of rules, jargon, and potential pitfalls that keep you up at night. One wrong move, and you could be facing hefty fines, angry clients, or even lawsuits. No pressure, right? HIPAA) isn’t just a box to check; it’s a critical framework for protecting patient data and ensuring trust in healthcare IT. For MSPs, navigating HIPAA is non-negotiable if you’re supporting doctors’ offices, hospitals, or any organization handling protected health information (PHI). This blog is your survival guide to understanding HIPAA, why it matters for MSPs, the risks of non-compliance, and practical s…  ( 7 min )
    Unlocking Efficiency: How watsonx Code Assistant and Terraform Redefine Infrastructure Automation
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    Atualização Profissional para Psicólogos: Tendências e Novidades Essenciais
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    Avaliação Oral de TDAH: Como Identificar os Sinais e Apoiar Melhor
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    From Bumps to Bundles of Joy: Understanding and Managing Pelvic Pain in Pregnancy and Postpartum
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    Is Time Tracking the Missing Piece in Agile Dev Teams?
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    Best Machine Translation Engine to Use by Scenario
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    The Digital Renaissance
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    10 Open Source Tools for Observability Every DevOps Engineer Should Know
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    How BitriseDev is Powering the Future of Web Development & Business Automation
    In today’s hyper-connected world, businesses must evolve rapidly to stay competitive. At BitriseDev, we specialize in delivering transformative digital solutions that help startups, SMEs, and enterprises scale smarter and operate more efficiently. 🚀 Who We Are Our expertise includes: Custom Web Development WordPress Website Development AI-Powered Chatbots and Voice Bots Intelligent Virtual Agents Business Process Automation 💡 Our Core Services ✅ AI Chatbots & Voice Bots ✅ Intelligent Agents & Automation 🔍 Why Choose BitriseDev? ✔️ Scalable, Secure Architecture ✔️ Focus on User Experience (UX) and Performance ✔️ SEO Best Practices Implemented from Day One ✔️ Dedicated Support and Maintenance We don’t just build software—we build value-driven digital ecosystems that accelerate growth. 🌐 Transform Your Business with Next-Gen Technology Whether you're in e-commerce, healthcare, education, fintech, or SaaS, our solutions are tailored to meet your unique challenges and opportunities. 📢 Let’s Build the Future Together Launch a cutting-edge website or platform Integrate AI into your workflows Automate routine operations to save time and resources 👉 Get in touch with us today. 📩 Email: [admin@bitrisedev.com] https://bitrisedev.com Have questions about AI, automation, or web dev trends? Want to collaborate on a project? Drop your thoughts in the comments below!  ( 4 min )
    We Are Not Code Monkeys
    Let’s be honest. Some days it feels like all we do is pick up tickets and crank out features. And somewhere in all that motion, it’s easy to forget: We’re not just here to code. create. You’ve got ideas. You see the patterns. You know when something feels off in the codebase or the product. That voice in your head saying “There’s a better way to do this”? That’s not noise. That’s your engineering instinct kicking in. Yeah, maybe you're not in every product meeting. Maybe the roadmap isn’t something you get to shape yet. But here’s the truth: Culture doesn’t change from the top. It changes when the people doing the work start doing it differently. Start small: Ask why before you start coding. Suggest a better way. Clean up something messy. Pair up. Learn something. Share something. You don’t need permission to care. Engineers: Think about users. Think about systems. Think ahead. You don’t need to be a senior dev to think like one. Every team has someone who raises the bar. Someone who nudges the culture a little closer to better. Why not you? Care about quality, not just speed. Speak up when something doesn’t make sense. Push for smarter decisions — not just faster ones. When enough people take that attitude, the team shifts. The work gets better. builds cool stuff and gives a crap. You’re a builder. Start acting like it. Others will follow. 🗣️ Let’s hear it — what small things have you done to make your team better? Drop them in the comments. Someone else might need the spark.  ( 4 min )
    How to Build Heartbeats in Go: Let Your Goroutines Say 'Still Breathing!'
    Ever wonder how to make your Go services show signs of life… even when they’re bored out of their mind? You’re not alone. Imagine this: You’ve got a bunch of goroutines quietly waiting for work to show up. All seems peaceful. Until… boom — you discover one of them died hours ago, and no one told you. No logs, no panics, no error traces — just pure ghosting. Wanna avoid that silent death? Let’s teach our goroutines to breathe — or more specifically, send heartbeats. Ever had a background task silently die while your main process happily spins along? Or had to debug why a job queue worker went unresponsive in the middle of the night? Heartbeats help answer: “Hey, is that goroutine still alive… or did it take an early retirement?” If you’re building anything slightly concurrent, heartbeat sig…  ( 6 min )
    How I delivered 2 MVPs in 30 Days
    In 30 days I’ve delivered 2 projects to my customers as a solo developer, taking an average of 2 weeks per project. Shipping SaaS has never been so swift, let me tell you my secret… I don’t use agile methodologies, I don’t write tests, and I certainly don’t bloat my calendar with calls. So how do I work? I mastered a tech stack and leverage AI to build on top of it. I rely on fast iterative feedback loops and customer acceptance. I use my 10+ years of SWE experience to avoid all the pitfalls and drive straight to the solution. And what exactly did I build? The first project was an MVP for an up and coming GenAI startup in the medical field. The second project was production ready app for one of my year long partners in the cyber security field. openapi.json and enriched it with additional …  ( 4 min )
    From Listing to Longevity: Why Most Tokens Fade After the Hype (And What We Can Actually Do About It)
    I recently came across Tyler McKnight’s post on what exchanges actually do after a token is listed. As someone who has worked in marketing — and more specifically in the blockchain/crypto space — I felt it raised some important truths, but also left room for deeper discussion. So here's my take. In the Web3 world, getting listed on a CEX is treated like the finish line. But anyone who’s spent time in this space knows it’s just the beginning — and in many ways, the most brutal phase for a project. Yes, listings create visibility. But the real challenge? Maintaining relevance once the launch buzz fades. As Tyler notes, exchanges aren’t here to babysit your metrics or fix your community gaps. They provide the rails — it’s up to projects to actually drive. From my experience, here’s where most…  ( 4 min )
    Understanding SOLID Principles in Frontend Development (with React Examples)
    As frontend applications grow more complex, maintaining clean, scalable code becomes challenging. That’s where SOLID principles come in — a set of five design principles aimed at building better software. Though originally coined for object-oriented programming, they apply well to frontend development, especially when working with React.js. In this blog, let’s break down each principle in simple terms with relatable React examples. SOLID is an acronym: S – Single Responsibility Principle O – Open/Closed Principle L – Liskov Substitution Principle I – Interface Segregation Principle D – Dependency Inversion Principle Let’s explore each one. A component should do one thing only. // UI Component function UserCard({ user }) { return {user.name} ; } // Data Fetching Hook function u…  ( 4 min )
    8 GitHub-Starred Security Projects You Shouldn’t Miss in 2025
    Whether you're a DevSecOps engineer, pentester, or just a curious developer — staying ahead in cybersecurity means staying close to the open-source scene. In 2025, GitHub continues to be a goldmine of powerful, community-driven security tools. We’ve rounded up 8 standout projects — all free, open-source, and actively maintained — that are reshaping how we detect, prevent, and respond to threats. These aren’t just buzzwords with stars. These are tools trusted in real-world environments. SafeLine — High-Performance Reverse Proxy with Built-in WAF SafeLine is a blazing-fast reverse proxy integrated with a next-gen Web Application Firewall (WAF). Built in Go, it protects against SQL injection, XSS, HTTP Flood, and more — without slowing down your stack. Advanced WAF engine with intelligent …  ( 6 min )
    Namrata Hinduja (Geneva, Switzerland) Explores How AI Is Shaping Fashion's Future
    AI is revolutionizing the fashion industry, offering innovations that go far beyond what many imagined. From virtual fitting rooms to AI-generated fashion designs, the integration of technology into luxury and mainstream fashion is transforming how we shop, create, and experience style. AI tools are helping designers predict trends, reduce waste, and personalize customer experiences with unprecedented precision. As a luxury lifestyle and shopping expert, Namrata Hinduja Geneva highlights the power of AI to enhance brand storytelling and elevate consumer journeys. High-end brands are now using AI-driven analytics to understand customer behavior, while smart mirrors and augmented reality are making in-store experiences more interactive. Digital fashion influencers, AI stylists, and virtual models are also gaining popularity, reshaping how trends are introduced and followed. Namrata Hinduja Geneva (Switzerland) believes that embracing this wave of innovation is not just a trend but a necessity for staying relevant in today’s competitive market. With AI set to redefine everything from product design to personalized recommendations, the fashion industry is stepping into a bold new era. As Namrata Hinduja Geneva, Switzerland emphasizes, staying ahead means understanding and integrating these tools into your lifestyle and brand strategy now.  ( 3 min )
    Alex the CSS Husky
    Check out this Pen I made!  ( 2 min )
    From Hype to Holding Power: A Developer’s View on Post-Listing Exchange Strategies
    In the cryptocurrency industry, listing a token on an exchange is often perceived as a milestone—a signal of legitimacy, market validation, and growth potential. However, for developers and project teams, this milestone is just the beginning of a far more critical phase: sustaining visibility, engagement, and adoption post-listing. This article offers a developer-centric analysis of how different centralized exchanges handle post-listing support, based on publicly available data from platforms such as OKX, Gate.io, MEXC, Bybit, and WhiteBIT. Disclaimer: Exchange information is sourced from official websites and verified publications. Always confirm details directly with the respective platform. Once the listing process begins, exchanges apply differing standards, which are often shaped by…  ( 4 min )
    Logs, Metrics, Traces… Leaks? The Case for Auditable Observability
    You’ve got dashboards. You’ve got alerts. You’ve got logs going back six months. But can you answer this one question? “Who accessed this data, and were they supposed to?” Welcome to the next era of observability: auditable observability — where what you collect isn’t the only concern. It’s about who sees it, how it’s protected, and what trails they leave behind. And if you think your observability stack is ready, think again. Observability has evolved fast. In every SRE and DevOps team I know, there’s a rich landscape of: Prometheus for metrics ✅ Loki or Elasticsearch for logs ✅ Tempo or Jaeger for traces ✅ Grafana dashboards on top ✅ What’s missing? Access control. Audit trails. Data governance. Here’s what that looks like in real life: A junior engineer accidentally sees production logs…  ( 5 min )
    Abstraction feels sometimes it does more harm than good.
    Though I am quite far into my development career, a long cry away from when I first posted here a long time ago. I still struggle to understand new tools and fundamental concepts because the time between being told about a new tool or feature, e.g., Grafana, and the time to implement is very short. Usually, as there is an underlying assumption of knowledge from the wider team, or also people don't know much about the tool, but utilise abstraction to implement it as best as they know how. This leaves me feeling quite slow or feeling a bit stupid. Does anyone else feel this way?  ( 3 min )
    🎬 Movie Ticket Booking System Project in Python
    Are you a Python enthusiast looking for a practical project to enhance your coding skills? The Movie Ticket Booking System Project in Python is an excellent choice. This project offers a real-world scenario of a digital ticket booking system, perfect for students and beginners aiming to learn Python GUI development and database handling. 🚀 What is the Movie Ticket Booking System? 👉 Check out the full project here: Movie Ticket Booking System Project in Python 🧰 Key Features Movie and showtime selection Seat availability display Booking confirmation system SQLite database integration for data storage These features make it a solid example for anyone learning how to build applications with Python. 💡 Why You Should Try This Project Beginners exploring Python with GUI Students working on academic projects Developers looking to improve real-world application skills You’ll get hands-on experience with GUI design, event-driven programming, and database interaction—all wrapped in a fun and relatable use case. 👉 Download and explore the full project here: Movie Ticket Booking System Project in Python 🧠 Final Thoughts Whether you're building a portfolio, completing an assignment, or just tinkering for fun, this project is a great addition to your journey. 👉 Ready to get started? Visit: Movie Ticket Booking System Project in Python  ( 3 min )
    Building a Rich Movie & Social Knowledge Graph with Neo4j and Python
    In this deep-dive tutorial you’ll learn how to connect to Neo4j exclusively from Python, model a non-trivial schema, ingest multi-domain data (movies, people, characters, companies, reviews, social links, release history), and run Graph Data Science algorithms—all in one script. Natural model for connected data: nodes (entities) + relationships. Cypher: a declarative, SQL-style graph query language. Use cases: recommendations, fraud detection, social networks, knowledge graphs, taxonomy management. Neo4j v5+ running locally (Community or via Docker). Python 3.8+ virtual environment. Install packages: pip install neo4j pandas This script (complex_kg.py) orchestrates the entire lifecycle of your movie‐social knowledge graph: Establish Connection Opens a Bolt session to Neo4j us…  ( 6 min )
    css Melting ice cube
    Check out this Pen I made!  ( 2 min )
    Product Slider
    Check out this Pen I made!  ( 2 min )
    Coding Is Thinking: Why I Still Write Code by Hand
    I’ve been a software developer for many years. Long enough to see waves of innovation come and go—new frameworks, languages, paradigms, all claiming to be game changers. Some were. Many weren’t. But each one taught me something new and helped shape the way I think, solve problems, and build systems. That’s why I’ve been watching the current wave of AI tools—especially generative AI—with a mix of curiosity and caution. Do I use AI in my day-to-day work? Occasionally, yes. Tools like GitHub Copilot can speed up some parts of coding. They can help scaffold a function or remind me of a syntax detail I forgot. They’re useful in the same way autocomplete or Stack Overflow is useful: a reference, a boost, a convenience. But I don’t let these tools do the thinking for me. I prefer to keep my cogni…  ( 6 min )
    How to Import CSV Files into SQL Server: Four Reliable Methods
    The article was initially published on the Skyvia blog. Importing CSV files into SQL Server is a common task, ranging from quick one-offs to part of an automated pipeline. Whether you’re loading a small dataset or prepping data for analysis, it helps to know your options and how to avoid common pitfalls. Let’s explore a straightforward way to import CSV data into SQL Server using native tools and a no-code cloud alternative. This is the easiest way to import CSV files directly within SQL Server Management Studio. How it works: Open SSMS and connect to your database. Right-click your database → Tasks → Import Flat File. Select your CSV file and follow the wizard to map columns. Finish importing data into a new table. When to use: For small to medium-sized files. When you want a simple, code…  ( 4 min )
    Maven plugin vs Springboot plugin
    Here's a clear comparison between the two Maven plugins you're dealing with: 🔧 spring-boot-maven-plugin 🧰 maven-compiler-plugin ✅ Summary: Use Both Together 💡 Pro Tip Use maven-compiler-plugin to configure Java version and processors. Use spring-boot-maven-plugin to package and run the app. Let me know if you want a sample pom.xml combining both correctly.  ( 3 min )
    Traits in PHP – a powerful yet underused tool?
    📝 This article is an English translation of the original French version available here: https://victor-prdh.com/blog/02-traits-avec-php/ PHP does not support multiple inheritance. To work around this limitation, Traits were introduced in PHP 5.4. They allow injecting methods into several classes without using class inheritance. When misused, they can harm readability and maintainability. When mastered, they are a great tool to structure shared code. Here's an overview of use cases, best practices, and common pitfalls. In PHP, a class can only inherit from one parent class. Traits allow factoring reusable behavior into multiple different classes. trait LoggerTrait { public function log(string $message): void { echo "[LOG] $message\n"; } } class ServiceA { use LoggerTra…  ( 4 min )
    What is SQL and Why You Should Learn It
    🗄️ What is SQL and Why You Should Learn It SQL (Structured Query Language) is the standard language used to interact with relational databases. It allows developers, analysts, and data engineers to retrieve, insert, update, and delete data with simple yet powerful commands. Whether you’re building a small web app or handling massive data pipelines, SQL is everywhere. Data retrieval: SELECT data from tables with filters, joins, and conditions. Database management: Create, alter, or delete tables and relationships. Reporting & analytics: Aggregate data using GROUP BY, HAVING, and ORDER BY. Data cleaning: Identify duplicates, fix formats, and ensure consistency. Integrations: Backend systems, dashboards, and machine learning pipelines all rely on structured data—SQL is the bridge. It's beginner-friendly, yet highly powerful. Works across almost all database systems (MySQL, PostgreSQL, SQL Server, SQLite, etc.). In-demand in tech jobs—from web developers to data scientists. Whether you're a front-end dev querying a users table or a data analyst building insights—SQL is an essential tool in your stack. 🧠 Tip: Start with basic queries, then dive into subqueries, joins, and window functions! Learn more  ( 3 min )
    How to Discover SSL/TLS Certificates in Your Internal Network
    Discovery is a crucial step before implementing any SSL/TLS management solution, especially in complex or distributed IT environments. To identify how many SSL/TLS certificates an organization has — without reaching out to the Certificate Authority (CA) — you can follow a technical discovery approach. Here's how: 🔍 1. Internal Network Scanning Tools Use network scanning tools to discover certificates in use across internal systems. Recommended Tools: Nmap with the ssl-cert script: bash nmap -p 443 --script ssl-cert This reveals certificate details (issuer, subject, expiry, etc.). SSLyze – Fast scanning of SSL endpoints, retrieves cert data. OpenVAS or Nessus – Enterprise-grade vulnerability scanners that can include cert discovery. 🗂 2. Asset Inventory Systems CMDB …  ( 5 min )
    📈From Zero to DevOps: Week 4 – Building a Strong Foundation in Linux Networking- IP Addressing
    Welcome to Week 4 of my learning journey! This week, I’ve taken a different approach — rather than rushing through topics, I’ve decided to slow down and truly understand the core concepts of networking with clarity and calm. Networking can seem overwhelming at first, so I’m focusing on getting the fundamentals crystal clear. As I explore deeper areas, I’ll be documenting the concepts that need extra attention — and sharing them here in blog series format. In this part-wise series, you can expect topics like: 📡 IP Addressing 🌐 How DNS Works 🔁 TCP Basics and Communication Flow I hope you find these insights helpful and interesting as I continue this journey. Let’s get started with the basics — one concept at a time. I was already a week late in starting the networking module, and there wa…  ( 6 min )
    Using NanoAPI on Game Mods
    Why This Matters Game mods often evolve into monolithic codebases over time. With the industry shifting toward cloud-native and serverless architectures, tools like NanoAPI help developers to discover dependencies and can help to guide developers to improve these without full rewrites. Here’s how we applied it to the Archipelago Hollow Knight mod. Note: NanoAPI is compatible with Windows by running it on WSL (Windows Linux Subsystem) at the moment. Clone the Mod Repo cd /mnt/c/Mods # Windows path mounted in WSL git clone https://github.com/ArchipelagoMW-HollowKnight/Archipelago.HollowKnight I downloaded the mods into a folder on my Windows partition called C:/Mods, and then in my WSL terminal I am going to the correct directory cd Archipelago.HollowKnight-main/ napi works out of t…  ( 4 min )
    The Gamma Distance Forecasts All-Cause Death in Chronic Dialysis Individuals.
    The lowest damage values were among the predator insects (Cleridae, Trogossitidae, Cantharidae) and those feeding on fungi colonized on the wood (Mordellidae, Cerylonidae, Nitidulidae). Some other predator insects of the Tenebrionidae family (Uloma cypraea, Uloma culinaris, Menephilus cylindricus) and Elateridae family (Lacon punctatus, Ampedus sp.) exhibited relatively higher damage severity values since they had built tunnels and made holes in the stored wood material. When the environmental factors were considered, the Buprestidae family exhibited a very strong positive relationship (p  less then  0.005) with insect frequency distribution (r = 0.922), number of species (r = 0.879) and insect density (r = 0.942). https://www.selleckchem.com/products/blu9931.html Both families showed the …  ( 5 min )
    Speeding up Elixir: integration with native code (NIF, Ports, etc.)
    ⚠️ Important: Before introducing new languages into your project, ensure that your existing Elixir code has been optimized first. In many cases, proper optimization can significantly improve application performance and sometimes yield better results than adding another programming language. Elixir and Erlang when are excellent languages for developing scalable and fault-tolerant systems. However, there may come times when you need to extract maximum performance or utilize libraries available only in other languages. If you're facing such situations or simply want to explore how to combine two favorite programming languages, this article is for you! Before diving into technical details, it's important to understand when native code integration should be considered: The BEAM virtual machine…  ( 12 min )
    [00] 👋 Hello Dev Community — I’m Anik Paul!
    Hi everyone! 👋 I’m Anik Paul, a frontend developer from Dhaka, Bangladesh — passionate about building user-focused web applications with React, Next.js, and modern web technologies. I've recently started writing to share what I’m learning, building, and exploring in public. Through this blog, you can expect: ⚛️ Practical insights on React, Next.js, and component-driven development 🎨 Clean UI/UX tips and frontend architecture ideas 🚀 Project walk-throughs and tutorials 🔧 Tools, resources, and developer workflows that help me ship faster I believe in learning by doing — and growing by sharing. If you're into web development or just want to connect, feel free to reach out! 🌐 Portfolio: paulanik.com LinkedIn: LinkedIn Profile GitHub: GitHub Profile Email: hello@paulanik.com Thanks for stopping by — and I’m excited to be part of this amazing community! 🌱 Let’s learn, build, and grow together.  ( 3 min )
    Jest - How to verify that an element does not exist in the rendered output
    Resources Types of Queries .not not.toBeInTheDocument .toBeNull() waitForElementToBeRemoved ByTestId .toThrow(error?) waitFor Document: querySelector() method .not.toBeInTheDocument() For example, according to the Types of Queries documentation,queryBy... returns null if no matching elements are found. Therefore, we can use .not.toBeInTheDocument() to assert that the element with the test ID user-profile-icon is not rendered in the DOM. it('does not render the icon element when the "icon" prop is missing', () => { expect(screen.queryByTestId('user-profile-icon')).not.toBeInTheDocument(); }); toBeNull() The above example can be rewritten as follows: it('does not render the icon element when the "icon" prop is missing', () => { expect(screen.queryByTestId('user-profile-icon')).toB…  ( 4 min )
    *5 misconceptions about programming (and what's actually true):*
    ❌ You need to memorize tons of code ❌ You must start young to be good at programming ❌ Real programmers don’t use help or AI tools ❌ You have to know every programming language ❌ Programming is a solo activity ✅ Software development is highly collaborative — teamwork, code reviews, and communication are key.  ( 3 min )
    🔧 Mastering OpenShift Automation & Cluster Management: A Deep Dive into Red Hat OpenShift Administration III (DO380)
    As organizations continue to adopt containerized applications and hybrid cloud infrastructure, managing these complex environments efficiently becomes critical. Red Hat OpenShift has emerged as a powerful Kubernetes-based platform for container orchestration, and with it, the need for robust, automated cluster management has skyrocketed. This is where the principles of Red Hat OpenShift Administration III (DO380) come into play. This blog isn’t just about the course — it’s about the strategic importance of advanced OpenShift administration and automation in modern IT ecosystems. **Why Advanced OpenShift Administration Matters Monitoring performance across clusters Securing multi-tenant environments Automating resource provisioning Managing infrastructure drift Ensuring compliance and rollb…  ( 4 min )
    🧠 Building Smarter Apps with Grundis: A Real-Time Context API for 2025
    🌍 What Is Grundis? Grundis is a real-time contextual API that aggregates and delivers: 🌦️ Weather: Current conditions, temperature, wind speed, and descriptions. 📰 News: Local headlines and breaking stories. 🚨 Alerts: Safety notifications (coming soon). 🎉 Events: Nearby happenings (coming soon). 🤖 AI Insights: Personalized suggestions based on weather and intent. All returned in a single, clean JSON response, ideal for: 🧭 AI lifestyle or travel assistant apps 📊 Daily briefing dashboards ⌚ Smart wearable companions 🏙️ City-specific UX enhancements Grundis operates via a GraphQL API endpoint, letting you fetch customized data with one query. Include the following headers in every request: X-RapidAPI-Key: YOUR_RAPIDAPI_KEY X-RapidAPI-Host: your-api-hostname.com Replace YOUR_RAP…  ( 5 min )
    📊 Did you know this?
    🔍 42% of marketing campaigns underperform due to unverified leads. And the worst part? Most companies don’t even realize it. At Dymo, we help filter and verify every lead from the very first second. 💡 Because it’s not about getting more leads. 📥 Is your team working with real data—or with guesses? VerifiedLeads #EmailVerification #GrowthMarketing #DataQuality #CyberSecurity #Dymo  ( 3 min )
    🧨 Solidity Security 101: Mistakes I’ll Never Make Again
    Solidity is fun… until your smart contract gets wrecked, drained, or exploited and it’s your fault. 😭 I’ve made my fair share of mistakes while building smart contracts, NFT platforms, and DeFi tools on Ethereum. Today, I’m sharing the security blunders I’ve made (so you don’t have to), the "why" behind them, and what to do instead. ** Mistake 1: Trusting msg.sender Without Context** function withdraw() public { require(msg.sender == owner, "Not owner"); payable(owner).transfer(address(this).balance); } ❌ What Went Wrong: owner could call this. But if this contract is called from another contract, msg.sender might not be what I expect. Boom!!!....reentrancy or malicious forwarding. ✅ Fix It: tx.origin with care and add checks for contract calls when needed. Even better: use Open…  ( 4 min )
    Boost Your JavaScript Skills with Closures, Promises, and Async/Await
    Things can get hairy when it comes to JavaScript— the fine points of closures, promises, and async/wait. Never fear; you're not alone. After grappling with these concepts at length, they can liberate you to express yourself and your code in entirely new ways. This guide will demystify everything, from start to finish, in English fit for a broad audience. No high-tech jargon, just plain moolah for a strong grasp of advanced JavaScript techniques. Key point Understanding Closures in JavaScript Defining Closures and Their Uses Outer Scope Accessibility: Closures are able to access variables in their lexical scope and maintain this access even once the program is finished. Data Encapsulation: They keep their data private; different areas of a script can only interact with a restricted set of variables. Memory Management with Closures Read more....  ( 4 min )
    The Ultimate React Folder Structure I Use as a Frontend Developer
    As a frontend developer, having a consistent and scalable project structure helps me stay productive and maintain code quality. Here’s a breakdown of how I structure my React projects using Vite, TypeScript, Tailwind CSS, and modern tools like ESLint, Prettier, and Docker. 📁 Folder Structure Overview /public → Static assets like images, icons, SVGs /src Root Base URLs 🧱 Folder Naming Conventions 🚀 Ready to Improve Your React Setup? Have a structure you swear by? Or want feedback on your current setup? Image credit https://undraw.co/  ( 4 min )
    Milvus vs Pinecone: A Comprehensive Comparison for AI-Powered Recommendation Engines in E-Commerce
    Introduction : The Importance of AI-Driven Recommendation Systems in E-Commerce In the fast-paced world of e-commerce, AI-driven recommendation systems have become indispensable. They not only boost user engagement but also directly drive sales and improve the customer experience by offering personalized product recommendations. From Amazon’s “Customers who bought this also bought” to Netflix’s movie suggestions, the power of AI recommendation engines is undeniable. Milvus Key Features: Indexing Flexibility: Milvus supports multiple indexing algorithms like HNSW and IVF, providing flexibility in optimizing search performance for different datasets. Scalability: Capable of handling large-scale data with ease, making it ideal for growing e-commerce platforms. Customization: Being open-sour…  ( 6 min )
    🛠️ AWS CodePipeline Basics – CI/CD Explained for Beginners
    If you're starting out in DevOps or cloud development, understanding CI/CD and tools like AWS CodePipeline is essential. Here's a simplified and structured breakdown to get you started. ✅ Continuous Integration (CI) Developers frequently commit code changes (often several times a day). Each submission triggers automated builds and unit tests. Integration issues are detected early, before deployment. ✅ Continuous Delivery (CD) Every code change is built, tested, and deployed to a non-production (e.g., staging) environment. Multiple testing stages (e.g., integration, load testing) can be added. Manual approval is required for production deployment. ✅ Continuous Deployment Like Continuous Delivery — but no manual approval. Code is automatically deployed to pr…  ( 4 min )
    Asymmetric Encryption: A New Standard for Information Security
    In recent years, the rise in cyber threats such as ransomware, phishing, and insider leaks has highlighted the urgent need for strong information security strategies. With an increasing number of incidents involving the exposure of sensitive data such as customer records and financial details the legal and financial repercussions of breaches have become more severe. As a result, organizations are recognizing the growing importance of data-level protection through encryption. Encryption has become essential in ensuring the confidentiality and integrity of data, even when a security breach occurs. As unstructured data grows rapidly in digital environments, encryption now plays a central role in safeguarding both stored and transmitted data. Governments and businesses alike are enhancing thei…  ( 5 min )
    🚫 Bye Bye Tokens, Hello Bytes! Meet Byte Latent Transformer (BLT) 🥪
    Hey folks, it’s your byte-crunching buddy alBz here. No pizza, no mandolino today — we’re diving into something even spicier: Meta AI’s Byte Latent Transformer, or BLT for short. And no, it’s not a sandwich... but it might just be the tastiest thing in AI right now. Forget everything you know about tokenization (except git commit messages — those still need tokens 😅). The paper Byte Latent Transformer: Patches Scale Better Than Tokens proposes a large language model that completely ditches tokenization and works directly with raw bytes. Yes. Bytes. Raw. Uncut. BLT uses a patch-based system that’s more dynamic than your weekend plans: Local Encoder: Chops raw bytes into smart, variable-length patches. Think of it like slicing a pizza based on how hungry you are. 🍕 Latent Transformer: Proc…  ( 4 min )
    Inspiration behind creating A11yInspect - A Browser Extension for Accessibility
    Ever used an accessibility chrome extension and felt overwhelmed with an overload of information! I know I have! What does all this information mean - all the icons, all the code references? How do you decide on the accessibility with this influx of information? If you don't know accessibility, all they do is confuse everyone whether you are a developer, testers, content creator or designer! Are we making it difficult for people to understand accessibility? I believe we are! With so many accessibility chrome extensions there, is there a need for another chrome extension. Most tools leave you with more questions than answers. So I think there is a need for another browser extension A browser extension that has a simple UI, doesn't make you wonder about: Where’s the actual problem? What e…  ( 6 min )
    Optimizing Serverless Architecture for Better Performance
    Serverless architecture minimizes infrastructure management, allowing developers to focus more on business logic. With its function-level execution model, it provides high scalability and automatic resource allocation, delivering both cost efficiency and development agility. As a result, adoption is rapidly increasing across startups and large enterprises alike. Public cloud platforms like AWS Lambda, Azure Functions, and Google Cloud Functions are leading the expansion of serverless adoption. These services enable developers to rapidly build event-driven applications, real-time data processing, and authentication flows. In tandem with DevOps and CI/CD growth, serverless has become a key component of modern, agile software delivery pipelines. Since serverless functions are invoked on deman…  ( 5 min )
    Mobile Gaming Just Got a Massive Boost , Arm's New ASR Tech Explained (For the Ones Who Missed This Update)
    If you missed it, Arm dropped a major update at GDC 2025 (March 17–21) — introducing Accuracy Super Resolution (ASR), a game-changing upscaling solution for mobile. ASR is a temporal upscaling technique designed to optimize mobile game performance by rendering at lower resolutions and then upscaling frames, saving on GPU usage and battery life, while maintaining crisp visuals. Inspired by AMD’s FSR2, it’s built specifically for mobile and is now open-sourced under the MIT license. Up to 53% more FPS on Arm Immortalis-G720 GPU ~20% lower power draw during 2x upscaling Compatible with Unreal Engine 5.3–5.5 (Unity plugin coming soon) Dev-friendly: Comes with documentation, examples, and plug-ins Check out the official GitHub repo (via Arm) Dive into the technical docs Start experimenting with ASR in your next mobile build For the ones who missed this update, this could be the turning point in balancing performance and power for mobile gaming. Read Arm’s official announcement  ( 3 min )
    Garbage Collection in Java: A Simple Explanation
    Effective memory management is essential in Java development. Fortunately, Java automates this task through a process called garbage collection (GC), which helps prevent memory leaks. This article explains Java garbage collection in simple terms, covering its core principles, the System.gc() method for suggesting garbage collection, the deprecated finalize() method, and modern ways to manage resources. Table of Contents What is Java Garbage Collection? Suggesting Garbage Collection with System.gc() Why the Deprecated finalize() Should Be Avoided Modern Resource Management Techniques All Java objects are stored in a memory heap. The heap, also called free storage, is a large pool of unused memory that is specifically allocated for your Java program. Depending on the environ…  ( 8 min )
    Weather App
    Check out this Pen I made!  ( 2 min )
    PHP Object-Oriented Programming (OOP) – বিস্তারিত গাইড
    Object-Oriented Programming (OOP) হলো একটি প্রোগ্রামিং প্যারাডাইম যেখানে বাস্তব জীবনের জিনিসগুলোকে অবজেক্ট হিসেবে বিবেচনা করা হয় এবং সেগুলোর মধ্যে প্রপার্টি ও মেথড থাকে। PHP-তে OOP ব্যবহারের মাধ্যমে প্রজেক্টকে আরো সংগঠিত ও রিইউজেবল করা যায়। OOP-এর চারটি মূলনীতি: Encapsulation – ডেটা এবং মেথড একত্রে রাখা Abstraction – প্রয়োজনীয় বিষয় দেখানো, জটিলতা লুকানো Inheritance – একটি ক্লাসের বৈশিষ্ট্য অন্য ক্লাসে পাওয়া Polymorphism – এক নাম, একাধিক ব্যবহার class Car { public $color; public function drive() { echo "Car is driving"; } } $myCar = new Car(); $myCar->drive(); class Person { public function __construct() { echo "Object created!"; } } class Person { public function __destruct() { echo "Object destroyed!"; } } public: সব জায়গা থেকে অ্যাক্সেসযোগ্য protected: শুধুম…  ( 4 min )
    Understanding HTTP Request Headers: Classification, Behavior, and How Servers React
    Demystifying HTTP for Web Developers — Part 3 In Part 2 of this series, we dissected the structure of an HTTP request — from the request line to headers and message body. We saw how a minimal request could be valid, but real-world HTTP traffic rarely resembles those minimal forms. In practice, requests are filled with headers that instruct servers, inform intermediaries, and enable negotiation. Request headers are not mere accessories. They are the instruments through which clients express identity, context, preference, and security credentials. They control everything from whether a server compresses a response to whether the request is authorized. Without headers, HTTP cannot fulfill its role as a stateless, flexible, and interoperable protocol. In this article, we shift our focus fro…  ( 7 min )
    Are pixel streaming and 3d cloud streaming the same thing?
    In China, we are used to distinguishing between these two technologies. Pixel streaming generally refers to the official UE solution. Does the third-party pixel streaming solution now also support 3D applications other than UE?  ( 3 min )
    ECS-200: Spider-Sense of Electronics
    In the skyline of New York City, where circuits hum like Spidey’s web-shooters and gadgets demand Parker-level precision, there swings a hero – the ECS-200-8-33B2Q. This 20MHz crystal, sharper than Spider-Man’s reflexes and tougher than the Vulture’s wings, keeps tech in sync across dimensions. Let’s unravel how this SMD marvel becomes the “friendly neighborhood” timekeeper of electronics! Chapter 1: With Great Frequency Comes Great Responsibility The ECS-200 isn’t just Aunt May’s wall clock. Crafted in Stark Industries’ R&D labs, it channels three Spidey-senses: Web-Shooter Precision: 20MHz ±20ppm – snappier than Peter’s quips during a rooftop chase. Why Oscillators like Shocker fail: Generic Crystals: Drift like Sandman’s patience during a bank heist. Chapter 2: The Web of Applications Stark Expo (Industrial IoT): Syncs sensor arrays in Oscorp factories, steady as Spidey’s grip on a runaway subway. “Not today, vibration gremlins!” Avengers Med-Bay (Medical Devices): Powers pacemakers with the precision of Dr. Strange’s time stone, keeping hearts ticking like J.A.R.V.I.S.’s algorithms. Spider-Mobile (EV Chargers): Survives garage meltdowns hotter than Ghost Rider’s chain, guarding Tesla ECUs like MJ guards Peter’s secret. Spider-Verse Comms (5G Gear): Buffers interdimensional cat videos faster than Gwen Stacy’s drum solos. “No buffering in the multiverse!” The Sinister Six of Timing Chaos Electro’s Jitter: Disrupts signals like a Coney Island blackout. ECS-200’s Counter: Shuri-level Wakandan tech, cutting through noise like Vibranium claws. The Stark Tech Specs Frequency Stability: ±20ppm – tighter than Tony’s Iron Man suit calibrations. Epilogue: Your Friendly Neighborhood Timekeeper References: Stark Industries’ Oscillator Manual (Declassified S.H.I.E.L.D. Files) Wakandan Frequency Dynamics (Shuri’s Lab Notes)  ( 4 min )
    Import Maps: Why Nobody Talks About Them (But Maybe Should)
    You know what sucks? Bundling. Install react → ends up in node_modules/, goes through Vite/Rollup/webpack, gets transpiled, hashed, minified… just so you can write: import React from 'react'; But what if you didn’t need a bundler at all? Import Maps are a native browser feature (yep, no polyfill needed in modern Chromium) that let you map bare module specifiers to real URLs — directly in the browser. Here’s the magic: { "imports": { "react": "https://esm.sh/react@18", "react-dom": "https://esm.sh/react-dom@18" } } Now, in your , you can write: import React from "react"; And the browser knows where to get it, no bundler, no build step, no CDN script tags. No build step: Instant dev workflow No node_modules/: Zero install, zero bloat Works with CDNs like Skypack, ESM.sh, JSPM Great for micro frontends, prototypes, and fast loading islands Not supported in all browsers yet → Mostly just Chromium for now. Firefox is dragging. Safari? Radio silence. (You can polyfill it, but it kills the whole “zero tooling” idea.) Tooling momentum is too big → Everyone already uses Vite, webpack, etc. Import Maps don’t fit the current “npm install + dev server” mindset. No ecosystem support → Most tutorials, libraries, and docs assume you're bundling. Period. Import Maps shine when you want: No build tools at all To prototype quickly To ship something truly small To combine multiple micro-apps without a monolith They’re especially useful with: Web components Vanilla JS apps Islands architecture setups (Astro, Marko, etc.) JAMstack sites that want dynamic bits without bundling Import Maps don’t want to replace your build system. They’re just saying: "Hey... you might not need one." They're not mainstream (yet), but they offer a glimpse at a simpler frontend world — one where browsers do more and you ship less. Worth keeping an eye on.  ( 4 min )
    Microservices simply
    Microservices have been a topic that has been revolving in my mind for some time. I wanted to find out what the big deal is behind all of that. Microservices is an architecture where we create a system with loosely coupled services each that can be scaled in isolation. Microservices talk to each other via protocols like HTTP, gRPC etc. Each MS can be individually deployed and has its own database. So total isolation. But it comes with the overhead of managing each one too. There is also the problem that now databases can't have foreign key relationships. It is a good way to show separation of concerns as the microservices are totally isolated. The key component is the API gateway which acts as a proxy to the services. Everything hits the gateway and is then routed. Last but not the least, it is not meant for small projects. It is best for large teams with each micro-team working on a micro-service. So I went out to make it happen and get over with the fuss once and for all. Like always I went ahead with my most favourite thing in the world - a todo application. Here is the architecture User Domain - a user micro-service that creates and gets users. Todo Domain - a todo micro-service that adds and fetches todo items for the users API Gateway - a gateway that acts as a proxy and routes requests. Here is the code https://github.com/visakhvjn/microservices-express  ( 3 min )
    Basic API Security Testing Checklist for Developers and Pentesters
    APIs are the backbone of modern applications, but they are also frequent targets for attackers. Whether you're a developer securing your own API or a red teamer probing for weaknesses, it's important to understand the core areas where APIs can be vulnerable. Below is a basic but powerful checklist covering essential security testing practices — from authentication issues to privilege escalation, credential leaks, and pivoting. 1. Authentication & Authorization Hardcoded Credentials Check for credentials hardcoded in client-side code, headers, request bodies, or exposed through misconfigured API documentation. Try common combinations like admin:admin or test:test. Many APIs still ship with default credentials that are never changed. Some endpoints might not require authenticat…  ( 5 min )
    ◼️10/100 Block-by-Block: Web3 Data landscape
    One thing I learned about: Web3 Data landscape. Dune now supports 100 chains (75 of which added in 2024) The Graph query volume increased almost 10-fold during 2024 "Blockchain data infrastructure startups raised approximately $2.1 billion in H1 2024" 🔽🛠️Resources🔽 "2024 reflections" (2024): https://dune.com/blog/2024-reflections "Blockchain Data: Foundation and Frontiers" (2025): https://www.ocular.vc/focal-point/blockchain-data-foundation-and-frontiers "ON–319: Data Protocols" (2025): https://www.ournetwork.xyz/p/on-319-data-protocols?utm_campaign=ournetwork#the-graph  ( 3 min )
    “आरंभी शूर”: The Brutal Truth About Me
    I’ve started more things than I’ve finished. There’s a Marathi phrase that haunts me: “आरंभी शूर” — brave only at the beginning. That’s been me. Every few weeks, I would ignite a new initiative. And then… The energy would dip. I wasn't lazy. I was just undisciplined. start. Why I Started Strong Because beginnings are easy. Starting made me feel in control. So I jumped to the next thing, chasing clarity where none existed. What It Cost Me A backlog of 80% complete initiatives Loss of credibility with my own team Technical debt disguised as momentum Incomplete loops in validation, delivery, and feedback And most painfully — a reputation for “getting things started” But never enough for “getting things done.” Code, Culture, and Closure I prided myself on innovation. But what I needed was consistency. closure. Code went unchecked. This isn’t just a workflow issue. me issue. What I’m Doing Now I’ve decided to break this cycle. No new initiatives until old ones are closed. No task is “done” until validated, tested, and documented. No PR is merged unless reviewed — fully, fearlessly. Daily logs, closure reports, and personal audits. Not for the team. For me. To remind myself: Shipping > Starting. Always. This post is not a motivational speech. I am the bottleneck. No more आरंभी शूर. Finish what I start.  ( 4 min )
    Day 5 - User Inputs in Component
    On day 5, I will show how to bind an input field and a checkbox to the reactive states. The corresponding states are updated and displayed in the template when input values are updated. Vue 3 application The script tag has new refs that the HTML inputs will bind to. The newItem ref will be bound to the input field and the newItemHighPriority will be bound to the checkbox import { Icon } from "@iconify/vue"; import { ref } from 'vue'; const newItem = ref('') const newItemHighPriority = ref(false) {{ newItem }} High Priority {{ newItemHighPriority }} </…  ( 5 min )
    Understanding API Loading Delays: Common Causes
    When an API is loading slowly, there could be multiple reasons behind it. Here’s a breakdown of common causes and what they mean: ⚙️ 1. Client-Side Issues 🐢 Slow internet connection (e.g., poor mobile data or Wi-Fi) 🕰️ Blocking synchronous code on the frontend, like large loops or animations that freeze UI 📦 Rendering too much data at once (e.g., a huge React table without pagination or virtualization) ❌ No loading indicators, which can make users feel the app is slower even if it isn’t 🌐 2. Network Issues High latency due to physical distance between client and server Network congestion or packet loss slowing requests Firewall or proxy issues blocking or delaying requests 🖥️ 3. Server-Side Issues Server overloaded and can’t handle many concurrent requests Synchronous/blocking operations in business logic causing delays Database slow queries or locks slowing down responses Not using asynchronous processing where appropriate 📈 4. Design and Architectural Factors API not designed for scalability or optimized for quick responses Missing or inefficient caching mechanisms Too many unnecessary data payloads increasing transfer size 📡 5. External Factors Third-party services or APIs called inside your API causing delays Geographic location mismatch causing longer data travel times If you found this helpful, consider supporting my work at ☕ Buy Me a Coffee.  ( 3 min )
    Decoding Image Segmentation: From Basic Pixels to Panoptic Perfection
    In the fascinating world of computer vision, segmentation isn't just about cutting images into pieces—it's about giving meaning and structure to every single pixel. But not all segmentation is created equal. There are four primary types, each serving a distinct purpose and offering increasing levels of detail and understanding. At its most fundamental level, Image Segmentation divides an image into logical groups of pixels based on criteria like color, texture, or intensity. Think of it as drawing boundaries around areas with shared characteristics. Groups pixels into regions (e.g., "this blob is a tree"). Outputs contours (outlines) or masks (filled areas). Uses pseudo-coloring to differentiate segments visually. Isolate distinct pixel groupings without assigning semantic meaning. Buildin…  ( 4 min )
    PandaStack: The All-in-One Platform Solving Developer Infrastructure Headaches
    The Infrastructure Problem Every Developer Knows Too Well We've all been there. That moment when you're juggling multiple platforms, trying to deploy your application while managing databases, setting up CI/CD pipelines, configuring monitoring systems, and still attempting to keep track of documentation. Your desk looks like the command center of a complicated space mission, with multiple terminals open, dozens of browser tabs, and maybe even that trusty notepad filled with credentials and commands. And then something breaks. You spend the next three hours debugging, only to discover it was a simple configuration mismatch between your local environment and production. Sound familiar? PandaStack has emerged as a comprehensive solution to this all-too-common developer headache. At its co…  ( 5 min )
    The Invisible Gap That Cost Us 12 Years: Lessons in Software Quality from the Trenches
    “You don’t ship code. You ship decisions. And we made too many of them blindly.” For over a decade, at DoozieSoft, we built. We delivered. We grew. But amidst the commits and deployments, one critical piece kept slipping through the cracks — Validation. Not validation of forms or user inputs — we had those. But the real validation loop: What was tasked vs. what the developer understood What was built vs. what the client wanted What was tested vs. what was shipped What was reviewed vs. what was merged This silent fracture led to a systemic dysfunction: Code was written without clarity, merged without critique, and shipped without accountability. The Broken Loop Tasks were often communicated ad hoc, over calls, or in fragments. Developers made assumptions. Testers raised flags. Fixes…  ( 4 min )
    I Built Zigistry, a Package Registry for Zig with No Money (except $3 domain name)- Here's How
    Zigistry's link Please ⭐️ to support this project A place where you can find all the libraries and programs that suit your Ziglang needs. - Rohan Vashisht There have been 2 main goals of Zigistry: Speed, secure, ease of use, to the point $0 investment, funds (except the domain name itself) But how can I achieve all this without even investing a dollar? Context: On 22nd June 2024, I was having a conversation on the Zig discord server on how I can fix a few errors in my morse code library for Zig, when I asked how I can put it on a Zig package manager, I realized there wasn't a place like that. By the next day, I had created the first version of Zigistry in Preact (a 3KB alternative to React). With a backend (cron job) code that would fetch the packages from GitHub and store them directly…  ( 5 min )
    Why IBM iSeries (AS400) Is Still Critical for Enterprise IT—and How to Modernize It | United Techno
    Despite being decades old, the IBM iSeries (AS400) remains a foundational platform for many enterprise IT environments. Known for its reliability, performance, and security, this system continues to power core business applications across industries like finance, manufacturing, logistics, and healthcare. However, as technology advances and business needs evolve, relying solely on legacy systems can create operational bottlenecks. That’s where modernization comes in—not as a replacement, but as a smart upgrade. At United Techno, we understand that many enterprises still depend on AS400 for critical business functions. Rather than disrupting operations, our approach focuses on enhancing the value of your existing infrastructure through proven modernization strategies. Here’s how we help modernize your AS400 systems: • System Integration: We connect your iSeries environment with modern applications like cloud services, ERPs, CRMs, and web platforms—seamlessly and securely. • UI & Application Modernization: Our team upgrades legacy green screens into user-friendly, web-based interfaces that improve productivity and user experience. • Cloud Enablement: We help extend AS400 capabilities by integrating with cloud platforms for better scalability and data accessibility. • Process Automation: By automating manual workflows within your legacy environment, we help reduce errors and increase operational efficiency. • Ongoing Support & Maintenance: United Techno ensures your system runs reliably with performance tuning, upgrades, and dedicated support. The AS400 is still a strong and secure system—but to keep pace with today’s digital demands, businesses need to evolve it with purpose. With United Techno as your partner, you don’t have to choose between legacy stability and innovation. You can have both. Let us help you future-proof your IT investments while making the most of your trusted IBM iSeries infrastructure. For More Info Visit Our Website : https://www.unitedtechno.com/  ( 3 min )
    Mastering Exception Handling in PHP 8: A Deep Dive into try-catch Enhancements
    Exception handling in PHP has evolved significantly with PHP 8, giving developers powerful tools to manage errors more efficiently. If you're working with PHP, understanding how try-catch blocks work and how to handle exceptions correctly is essential for writing robust and maintainable code. Exception handling is the process of managing errors or unexpected behavior in a program. In PHP, this is typically done using the try-catch construct. The try block contains code that might throw an exception, while the catch block handles the exception. With the latest updates in PHP 8, this process has become more streamlined and developer-friendly. One of the key improvements in PHP 8 is its support for multi-catch blocks. This means you can now catch multiple exception types in a single catch cla…  ( 4 min )
    How Generative AI is Changing the Face of Search Engines in 2025
    In 2025, the search landscape is undergoing a radical transformation. Generative AI in search is no longer a buzzword—it's the backbone of next-gen AI search engine trends. From conversational queries to AI-generated summaries, search engines now function more like intelligent assistants than static libraries. As these innovations evolve, the future of SEO 2025 is being redefined right before our eyes. We explores how generative AI is reshaping the search experience, what it means for SEO professionals, and how brands can adapt to maintain visibility in this AI-dominated ecosystem. Search engines like Google, Bing, and emerging players are embedding generative AI models like GPT-4, Gemini, and Claude into their core search functionalities. Instead of listing links, these engines generate r…  ( 5 min )
    Unlocking Efficient Search: A Web Developer's Guide to Tries (Prefix Trees)
    Unlocking Efficient Search: A Web Developer's Guide to Tries (Prefix Trees) Introduction: Beyond indexOf – The Need for Smarter Search Have you ever wondered how Google, Amazon, or even your code editor provides lightning-fast autocomplete suggestions as you type? Or how they efficiently filter through millions of product names or variable names in milliseconds? While simple string matching (like String.prototype.indexOf() or iterating through an array) works for small datasets, it quickly becomes inefficient as your data grows. As web developers, we constantly deal with search functionality – from user input in search bars to filtering data tables on the backend. This is where a powerful Data Structure called a Trie (pronounced "try," like "tree") comes into play. Also kno…  ( 7 min )
    🚀 The Next Evolution in QA: How AI is Reinventing Software Testing with GenQE
    That’s where GenQE comes in — a groundbreaking AI-powered software testing platform that’s redefining how teams validate, optimize, and deliver software with confidence. Let’s explore how GenQE is not just improving QA, but transforming it into a modern, intelligent, and agile discipline. Manual testing and outdated automation scripts have become bottlenecks in modern development cycles. Here’s why: ❌ Test cases are often outdated or duplicated. ❌ Limited test coverage leads to missed defects. ❌ Manual effort is time-consuming and error-prone. ❌ Feedback loops are too slow for today’s agile teams. These challenges cause unnecessary delays, increase risk, and ultimately impact the end-user experience. GenQE is designed to eliminate repetitive tasks, reduce QA overhead, and provide real-time…  ( 5 min )
    Step-by-Step on how to Link SSH to GitHub from Your Server
    When you use SSH to clone a GitHub repository on your server, you’re authenticating the server to GitHub using an SSH key. Here's how it's linked: You generate an SSH key pair on your server. The private key stays on the server. The public key is copied to GitHub. When you run a command like: git clone git@github.com:your-username/your-repo.git GitHub checks: “Does this public key match one of the authorized SSH keys on this GitHub account?” If yes, access is granted, and cloning happens without asking for a username/password. Contabo server, generate an SSH key: ssh-keygen -t rsa -b 4096 -C "your-email@example.com" Press Enter for all prompts to accept defaults. cat ~/.ssh/id_rsa.pub Copy the output (it begins with ssh-rsa...). Settings → SSH and GPG keys → New SSH key Title: Contabo server Paste the key ssh -T git@github.com If successful, it will say: Hi your-username! You've successfully authenticated... git clone git@github.com:your-username/your-django-repo.git tunaresq_be No username/password will be required — it just works 🎉.  ( 3 min )
    ⚙️ The Impact of Edge Functions on Frontend Performance
    In the world of frontend development, performance is king. Whether you're building a sleek SaaS dashboard or a blazing-fast eCommerce storefront, your users expect snappy load times and seamless interactions — no excuses. Over the years, we've optimized everything from lazy loading to CDN caching. But there's a new tool that’s changing the game completely: Edge Functions. Let’s break down why every frontend engineer should be paying attention. At a high level, edge functions are serverless functions deployed closer to your users, at edge locations across the globe. This is different from traditional serverless setups that live in a single cloud region. Think Vercel Edge Functions, Netlify Edge Middleware, or Cloudflare Workers — all of them let you run logic at the edge of the network, bef…  ( 5 min )
    📅 Mastering Java Date and Time API: LocalDate, LocalTime, LocalDateTime, and ZonedDateTime
    Java 8 introduced a modern java.time package that replaces the old Date and Calendar classes. This blog post will walk you through the most commonly used classes: LocalDate, LocalTime, LocalDateTime, and ZonedDateTime, along with practical examples. LocalDate – Date Only (No Time or Zone) LocalDate is used to represent a date without time or timezone, like 2025-05-21. import java.time.LocalDate; import java.time.format.DateTimeFormatter; public class LocalDateExample { public static void main(String[] args) { // Current date LocalDate today = LocalDate.now(); System.out.println("Today: " + today); // Specific date LocalDate independenceDay = LocalDate.of(2025, 7, 4); System.out.println("Independence Day: " + independenceDay); …  ( 4 min )
    Why You Need an AI Code Checker
    Thanks to AI tools like GitHub Copilot, ChatGPT, Cursor and Claude, writing code has never been faster. But as AI-generated code floods repositories, classrooms, and businesses, a critical question arises: How do we know if code was written by a human or an AI? That’s where AI code checkers come in tools designed to detect whether a piece of code was crafted by human hands or machine algorithms. In this blog, we’ll explore how an AI checker for code works, why it matters, and how you can check code for AI traces. What Actually is Code Checkers? A code detector or code checker is a tool that analyzes and evaluates source code for various factors such as quality, syntax errors, security vulnerabilities, and adherence to best practices. These tools can be used to: Detect AI-generated code: So…  ( 7 min )
    Declare an array in TypeScript
    Article published on my blog here : https://alsohelp.com/blog/typescript-declare-array How to declare an array in TypeScript the right way. A small recap, mostly note to self. First, this is how you declare an array in JS : const fruits = ['apple', 'orange', 'banana']; Remember that TS generates JS, so you always end up with the above. In TS, it will look like this: const fruits: string[] = ['apple', 'orange', 'banana']; You are telling TS "I'm declaring an array of string". In TS, you always declare an array of something. an Array of string, an Array of number, an Array of MyType, and so on. There is no "array of nothing" in TS. ❌ const fruits: [] = [] // wrong! you are declaring an empty array ❌ const fruits = [1, 2, 3] // wrong! you are declaring an "array of any", like in JS ❌ const fruits: any[] = [1, 2, 3] // wrong! you are using any, which is almost forbidden in TS An array in TS is always an "array of something". I think it's the only gotcha to remember. Best, David  ( 3 min )
    Maximizing Software Quality and Accelerate Test Execution with Tosca Automated Testing
    Ensuring software reliability and quality in today's fast-paced digital landscape is challenging. Traditional testing methods often fall short in agile and DevOps-driven environments. Manual testing is time-consuming, error-prone, and difficult to scale, while script-based test automation demands extensive coding expertise and maintenance effort. Tosca Automated Testing, developed by Tricentis, transforms software testing by offering a scriptless, AI-powered approach that simplifies automation and accelerates release cycles. By integrating Tosca into CI/CD pipelines, functional testing, performance validation, and regression testing become more efficient, reducing errors and improving overall software quality. Enterprises adopting Tosca can ensure seamless digital transformation, deliverin…  ( 5 min )
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    Optimizing Your Dev Setup: Terminal, IDE, Extensions, and Workflow Hacks Pratham naik for Teamcamp ・ May 21 #webdev #productivity #devops #learning  ( 2 min )
    Optimizing you Dev Setup
    Optimizing Your Dev Setup: Terminal, IDE, Extensions, and Workflow Hacks Pratham naik for Teamcamp ・ May 21 #webdev #productivity #devops #learning  ( 2 min )
    Prometheus + Grafana: Monitor Like a Pro
    Introduction: The Power of Knowing Your Systems Imagine losing $5 million because a server crashed during a peak sales hour, and you had no warning. In 2023, a major e-commerce platform faced this nightmare due to inadequate monitoring. Prometheus and Grafana are the dynamic duo that prevent such disasters by providing real-time insights into your systems, from CPU usage to API response times. Whether you're a beginner running a small app or a DevOps pro managing microservices, mastering these tools ensures your systems stay reliable, performant, and cost-efficient. This article is your ultimate guide to Prometheus + Grafana, following a developer's journey from blind spots to monitoring mastery. With clear configuration examples, dashboards, case studies, and a touch of humor, we’ll cov…  ( 8 min )
    Optimize your Dev Setup
    Optimizing Your Dev Setup: Terminal, IDE, Extensions, and Workflow Hacks Pratham naik for Teamcamp ・ May 21 #webdev #productivity #devops #learning  ( 3 min )
    We Fine-Tuned our OCR to Read Code: Here’s What It Took (and What Broke)
    What is Optical Character Recognition? Optical Character Recognition (OCR) is a foundational computer vision technology that converts printed or handwritten text from images or scanned documents into machine-readable digital text. Traditional OCR systems analyze the shape, position, and pattern of characters in an image, mapping them against a pre-trained character model to extract structured text. OCR has become critical in transforming analog documents into searchable and editable formats, driving use cases such as: Document digitization Automated data entry Accessibility enhancements (e.g., text-to-speech for visually impaired users) Recent advances, particularly in machine learning and deep neural networks, have significantly improved OCR’s accuracy across diverse domains and languag…  ( 5 min )
    Optimizing Your Dev Setup: Terminal, IDE, Extensions, and Workflow Hacks
    Introduction Your dev setup matters. A lot. Developers spend hours daily in their IDE, terminal, and tools. Optimizing these can cut friction and save hours every week. This guide shows you how to upgrade your setup using VSCode tips, terminal tweaks, dotfiles, and automation hacks. It’s practical, clean, and built for devs who want focus, speed, and clarity. You type commands. You write code. You jump between windows. You repeat yourself. Bad setups hide in small delays—missing shortcuts, misconfigured environments, or bloated editors. Fixing this isn’t about tools. It’s about workflows. Smooth inputs. Instant feedback. Minimal context switching. That’s what an optimized dev environment delivers. tmux lets you split terminals, create sessions, and resume work later. Start here: tmux ne…  ( 5 min )
    From Zero to Neural Networks in Go: Concepts, Structure, and Practical Implementation
    Leapcell: The Best of Serverless Web Hosting This article will introduce how to use the Go programming language to build a simple neural network from scratch and demonstrate its workflow through the Iris classification task. It will combine principle explanations, code implementations, and visual structure displays to help readers understand the core mechanisms of neural networks. A neural network is a computational model that simulates biological neurons, achieving non-linear mapping through connections of nodes across multiple layers. A typical three-layer neural network structure includes an input layer, a hidden layer, and an output layer. Nodes in each layer are connected via weights and biases, and inter-layer transmission is processed through activation functions. Below is a schem…  ( 8 min )
    What is Django in Web Development? Features, Benefits, and Use Cases
    When diving into the world of web development, one of the most frequently mentioned frameworks is Django. If you're asking yourself, What is Django?, you're not alone. This powerful framework has become a favorite among developers for building robust, scalable, and secure web applications with speed and efficiency. In this post, we’ll explore what Django is, why it’s popular, its key features, the benefits it offers, and some common use cases. Whether you’re a complete beginner or just exploring options for your next project, this guide will help you understand why Django stands out. Django is a high-level web framework written in Python that promotes rapid development and clean, pragmatic design. Created to help developers take applications from concept to completion as quickly as possibl…  ( 5 min )
    callsites usage in n8n source code to get callsites from the V8 stack trace API
    In this article, we review a function called callsites you see in the logger.ts. There is an import at line 5, it is imported from call sites. import callsites from 'callsites'; By the way, this logger.ts is part of core package found in n8n so you might be wondering what n8n is so it’s a fair code workflow automation platform with native AI capabilities it also lets you combine visual building with custom code self host or cloud it’s called about 400 plus integrations so this tool automates things like if someone has submitted a type form and you want a notification coming into your Slack group. You can set up such automations. That’s just one example that I’ve picked for the N8n. Callsites So when I quickly Googled callsites NPM, I found this package and it basically lets you get ca…  ( 5 min )
    🚀 Top DevOps Tools to Learn in 2025 (And Why They Matter)
    DevOps in 2025 is more than just CI/CD — it's about resilience, automation, security, and speed at scale. Whether you're starting out or upskilling, here are the must-learn DevOps tools in 2025 — and why they matter more than ever. These integrated CI/CD platforms are now the de facto standard for modern pipelines. ✅ Why learn: Native integration with repos Fast feedback loops Cloud-native & scalable IaC is not optional anymore. Multi-cloud? Hybrid? No problem. ✅ Why learn: Infrastructure version control Reusability with modules/stacks Pulumi brings your favorite language (Python/TypeScript) to IaC K8s remains king — and GitOps is the new gold standard for deployments. ✅ Why learn: Deploy and manage apps at scale Helm for packaging ArgoCD for declarative, Git-based delivery Cloud-native IaC tools are gaining traction for better dev experience. ✅ Why learn: Leverage your dev skills for cloud infra Seamless integration with SDKs Security is shifting left. Managing secrets securely is critical. ✅ Why learn: No more hardcoded secrets Centralized access control Observability is your eyes and ears in production. ✅ Why learn: Find performance bottlenecks Build real-time dashboards and alerts Config management still matters — especially in hybrid or legacy environments. ✅ Why learn: Automate server provisioning Easy state enforcement AI/ML integrations are becoming part of CI/CD pipelines Platform engineering is on the rise — DevOps engineers are now building golden paths Security, compliance, and cost optimization are now first-class citizens 👩‍💻 Whether you're an aspiring DevOps engineer or a senior looking to stay sharp, learning these tools gives you: 🌍 Broader opportunities (multi-cloud, platform roles) 🔒 More secure, automated workflows 📈 A serious edge in interviews and promotions 💬 What are your go-to DevOps tools in 2025? Drop them in the comments!  ( 4 min )
    Welcome Thread - v327
    Leave a comment below to introduce yourself! You can talk about what brought you here, what you're learning, or just a fun fact about yourself. Reply to someone's comment, either with a question or just a hello. 👋 Come back next week to greet our new members so you can one day earn our Warm Welcome Badge!  ( 3 min )
    How to Set Up Apache on WSL2 and Access It from Windows
    If you're a developer or system administrator working with Windows Subsystem for Linux (WSL2), you might encounter challenges when trying to run a web server like Apache. In particular, getting Apache to work and be accessible from Windows can be tricky due to networking and port binding issues. In this blog, I'll walk you through the process of setting up Apache on WSL2, solving the common networking problems, and enabling access from your Windows machine. Let’s dive in! Step 1: Install Apache on WSL2 First, make sure you have WSL2 installed and set up on your Windows machine. If you haven't already, you can follow the official Microsoft guide to install WSL2 and a Linux distribution (Ubuntu is commonly used). Once WSL2 is installed, open your WSL2 terminal (Ubuntu or other Linux distro) …  ( 4 min )
    Kamu harus tau chkntfs /x C: karena ini membantu mencegah Windows melakukan pengecekan disk otomatis saat booting
    Pernah nggak sih kamu merasa kesal karena Windows tiba-tiba melakukan pengecekan disk otomatis saat komputer dinyalakan? Proses ini bisa memakan waktu lama dan bikin kamu jadi telat kerja atau main. Tenang, ada cara mudah supaya kamu bisa mematikan pengecekan disk otomatis itu, yaitu dengan perintah chkntfs /x C: . Windows punya fitur pengecekan disk otomatis (disk check) yang berjalan saat booting untuk memastikan tidak ada error pada hard drive atau SSD. Ini sangat penting agar sistem tetap sehat dan data kamu aman. Namun, kadang proses ini berjalan terlalu sering atau bahkan tanpa sebab jelas, sehingga membuat waktu startup jadi lebih lama dan kamu pun jadi terganggu. Nah, perintah chkntfs /x C: hadir sebagai solusi cepat untuk menonaktifkan pengecekan disk otomatis pada drive C, seh…  ( 5 min )
    Learning the Basics of Bash Scripting
    Learning the Basics of Bash Scripting: A Beginner's Guide Bash scripting is a powerful skill for automating tasks, managing systems, and improving productivity. Whether you're a developer, sysadmin, or just a tech enthusiast, understanding Bash can save you time and effort. In this guide, we'll cover the fundamentals of Bash scripting, from basic commands to writing your first script. What is Bash? Bash (Bourne Again SHell) is a Unix shell and command language. It’s the default shell on most Linux distributions and macOS. Bash allows users to interact with the operating system by executing commands, running scripts, and automating repetitive tasks. Why Learn Bash Scripting? Automation – Write scripts to handle repetitive tasks. System Administration – Manage files, processes, and system co…  ( 4 min )
    How to Host a Mongoose-Powered App on Fly.io
    If you're building a full-stack JavaScript application using Node.js, Express, and MongoDB with Mongoose, you're in good company. These technologies offer developers flexibility, performance, and a rich ecosystem of tools. But when it's time to deploy your Mongoose-powered app to the world, the question arises: Where and how should you host it? One increasingly popular answer is Fly.io—a global application hosting platform that makes it surprisingly simple to deploy backend services close to your users. Fly.io gives you speed, scalability, and even stateful service support (hello, databases!) without the DevOps headache. In this blog post, you'll learn exactly how to host a Mongoose-powered Node.js app on Fly.io. We'll walk through everything—from setting up your local app to deploying it …  ( 6 min )
    DSA
    A post by Yejju Sathya Sai  ( 2 min )
    the "npm run dev" link can't open the login page i want
    this is the project structure i face a problem on my project. when i click on link. it shows error. i dont know why and what happened. anyone there please help. i request. this is app.js Bugema University Vocational Training School Electronic Records Management System Main application entry point */ // Import required modules // Import custom modules // Create Express application // Set up view engine and views directory // Set up express layouts console.log('Step 1: Starting app.js execution...'); // Database connection and server startup // Start server after successful database connection const PORT = env.port || 3000; console.log('Attempting to start the server...'); const server = app.listen(PORT, '0.0.0.0', function(err) { if (err) { console.error('ERROR STARTING SERVER:', e…  ( 10 min )
    How to Merge & Combine Columns without Losing Data in Excel?
    Merging cells only keeps the upper-left and discards other values issue in Excel. The issue “Merging cells only keeps the upper-left value and discards others” happens when you try to merge cells that contain more than one value. In this tutorial, I’ve explained all the methods to combine data from multiple columns without losing any information from your sheet. The Clipboard method allows users to combine multiple columns into one cell easily. To use this method, you’ll need to open the Clipboard launcher in Excel. Under the HOME tab in the left top of the sheet. You may notice the word “Clipboard” on the screen. Next to it, there is a small arrow icon, which is the Clipboard Launcher. Click on it to open the clipboard panel. Clipboard Launcher in Excel Once the Clipboard launcher …  ( 4 min )
    Pemrograman Fungsional dan Platform Erlang
    Daftar Isi Paradigma Pemrograman Fungsional Imperative Programming Declarative Programming Object-Oriented Programming (OOP) Functional Programming (FP) Paradigma yang Digunakan Erlang dan Elixir Prinsip Dasar Pemrograman Fungsional Sistem Yang Selalu Tersedia Konkurensi Pada Erlang Platform Pengembangan Yang Lengkap Referensi Setiap bahasa pemrograman dibangun di atas satu atau lebih paradigma pemrograman, yaitu cara berpikir yang membentuk bagaimana kita menulis kode, mengelola data, dan menyusun solusi. Memahami paradigma ini membantu kita memilih pendekatan yang paling tepat untuk menyelesaikan suatu masalah. Mari kita bahas beberapa paradigma yang paling umum digunakan. Paradigma *imperative* adalah cara menulis program dengan memberikan instruksi langkah demi langkah kepada k…  ( 8 min )
    Introducing the New InsureBC Victoria Website
    Discover the InsureBC Victoria Website: Modern Insurance Services at Your Fingertips We’re excited to announce the launch of the InsureBC Victoria Website — built to give you easier access to the insurance support you need, whenever you need it. For years, our clients have trusted InsureBC Victoria as their local insurance broker in Victoria for everything from home and auto insurance to business, travel, and life coverage. Now, we’re making that trusted experience even more accessible through the InsureBC Victoria Website — a modern, easy-to-use online platform designed around your needs. Our new website is here to save you time, simplify your insurance options, and keep you connected to your trusted insurance team — all without losing the personal service we’re known for. This isn’t ju…  ( 4 min )
    Ускоряем Elixir: интеграция с нативным кодом (NIF, Ports и др.)
    ⚠️ Важно: Перед внедрением новых языков в проект сначала убедитесь, что код на Elixir был максимально оптимизирован. В большинстве случаев грамотная оптимизация текущего кода значительно улучшает производительность приложения и иногда даёт лучшие результаты, нежели добавление другого языка программирования. Elixir и Erlang — отличные языки для разработки масштабируемых и отказоустойчивых систем. Но иногда нужно выжать максимум производительности или использовать библиотеку, доступную лишь на другом языке. Если вы попали именно в такую ситуацию или просто хотите узнать, как совместить два ваших любимых языка программирования, эта статья для вас! 🔍 Когда нужна интеграция с нативным кодом Прежде чем углубляться в технические детали, важно понять, когда стоит рассматривать…  ( 12 min )
    Coding with Others
    Pair programming is a worthwhile activity that I do in my apprenticeship. I practice pair programming during my in-class workshops. I also participate in pair programming with my partner for our capstone project. This activity has given me lots of practice working with someone to solve a problem. I do believe I learned valuable lessons about programming and teamwork because of this. It may seem obvious, but pair programming really shows the importance of being able to communicate effectively. Conveying your ideas in an understandable and meaningful way is important to minimize confusion and ensure everyone is on the same page. Another lesson that I learned is that it is beneficial to ask questions and ask for assistance if needed. Every time I needed help, my coding partners were happily willing to give an answer or clarification as needed. I also learned that coding together is an excellent way to improve and share knowledge with peers. Practicing pair programming is a superb way to give early-career software engineers some hands-on experience in that environment. Since it is common to code in a team professionally, pair programming practice provides a terrific glimpse into how to maneuver in that environment. Coding with others allows one to develop not only their hard skills but also improve soft skills as well. Going forward, I think the best way to get more out of these experiences would be to expose myself to more pair programming. Additionally, going into these sessions with a goal in mind is a fantastic idea. For example, one day complete an exercise with a focus on working on your communication and asking questions. Then, on another day, challenge yourself by trying a different language. Another way to get the most out of pair programming is practicing being the driver and the navigator.  ( 3 min )
    React Hook Form
    A post by Subhasish Nath  ( 2 min )
    Google I/O 2025 Summary
    Original Link: Turbo0 - Popular Content Creation Products Directory Here is a concise summary of the main announcements from the Google I/O conference held on May 21, 2025, designed for general users: Significant AI Advancements: The Gemini 2.5 model has improved performance, with the introduction of the Gemma series models (such as Gemma 3n, MedGemma, SignGemma). The TPU Ironwood's performance has increased tenfold, and AI usage has surged to 480 trillion tokens per month. Rich New Products and Features: Launch of the Google Beam video communication platform, Google Meet real-time voice translation, Gemini Live (integrated with Project Astra), AI search mode, and Gmail smart replies. Hardware and Device Updates: Collaboration with Gentle Monster and Warby Parker on Android XR glasses, and…  ( 7 min )
    Python has map() and filter()? How come no one told me?
    As a new python developer, fresh off my first major project, I'm pretty excited about the language. So excited that I can't resist learning more and more by watching content from seasoned developers. Recently, I came across a video titled "map() and filter() in Python!" This piqued my interest because I hadn't been taught these inbuilt functions; I had only ever been taught how to approximate these using list comprehensions. I thought to myself "Surely an inbuilt function for such a thing MUST be better than typing out an entire comprehension!" After watching the video and learning the functions, I still felt unclear on whether or not these functions would be superior to list comprehensions. So I decided to put them to the test, head to head. Right off the bat, it's important to not that t…  ( 5 min )
    Stop Hesitating, Just Use React Or Any Modern Framework
    Why does it matter? The web today is no longer just a collection of simple static pages. It’s where businesses run, communities connect, and complex interactions happen. If you still think plain HTML and a few lines of manual JS are enough, you’re limiting yourself and your project. You might be proud of , , or basic forms. But building an app with: Complex interactive UI Multi-dimensional user state management Real-time data updates Reusable, maintainable components And proper accessibility for all users requires way more. Frameworks like React are powerful tools that help you handle all that complexity easily instead of wrestling with tons of manual DOM manipulation. Trying to manage state with global variables or direct DOM manipulation will only make your code…  ( 4 min )
    Java Resource Management and Leak Prevention: Insights from SeaTunnel Source Code
    Resource management is a critical yet often overlooked aspect of Java development. This article explores how to properly manage resources in Java to prevent leaks, using a real example from the SeaTunnel project. In Apache SeaTunnel, the HiveSink component once had a typical resource leak issue. The code comparison before and after the fix is shown below: Before the fix: @Override public List commit(...) throws IOException { HiveMetaStoreProxy hiveMetaStore = HiveMetaStoreProxy.getInstance(pluginConfig); List errorCommitInfos = super.commit(aggregatedCommitInfos); if (errorCommitInfos.isEmpty()) { // Handle partition logic... } hiveMetaStore.close(); // Will not execute if an exception occurs above return …  ( 5 min )
    AI CreaI
    This is a submission for the Bright Data AI Web Access Hackathon What I Built Demo How I Used Bright Data's Infrastructure Performance Improvements  ( 3 min )
    LOLTV.gg - Building VLR.gg/HLTV.org for League of Legends — but way more modern and unique
    Over the past few months, I've been working solo on building LOLTV.gg — a hub for League of Legends eSports, inspired by platforms like HLTV.org (for CS) and VLR.gg (for Valorant), but with a much more modern and unique approach. My goal is to create a space where LoL eSports fans can come together to explore detailed match data, engage in meaningful discussions, and dive deep into everything from player performance to team histories — all in a way that’s clean, fast, and purpose-built for the community. Detailed match pages with timelines, scoreboards, and team stats Player profiles with recent performance, stats, historical stats, trophies, and seasonal insights Team pages with roster info, past results, and tournament stats Recent transfers page teams roster changes. Tournament pag…  ( 4 min )
    Beyond IT School: How I Spent 4 Months Enhancing My Portfolio
    Hey everyone! mine – digging deeper with the tools and tackling stuff beyond what they taught us. Here’s a quick look at what I’ve been up to. I started with a template, but pretty fast, I was tearing apart and rebuilding most of it. Seriously, not just tweaking colors. I had to dig deep, wrestle with some tricky JavaScript, and basically remake huge chunks. Honestly, sometimes I figured it’d be easier to just build from scratch! Anyway, Chrome DevTools was my best friend through all this. Constantly in the 'Elements' panel, and using 'Computed' and 'Styles' to test things live. Really helped me get why stuff worked (or didn't) and how to fix it. A smooth, fast site was a big deal for me: Better Images: Switched some images to compressed PNGs and added lazy loading to speed things up. C…  ( 4 min )
    DevLog 20250520: Search Engine Architecture
    Overview For an internal database, we needed to implement some sort of text-based search capabilities to help users locate documents. One goal was to be lightweight, hassle-free, easy to set up, expand, and maintain—and ideally, to set it up once and forget about it. It's okay if it costs a bit of computing power, but agility, quick iterations, usability, and robustness are of top concern. It's surprising how much we can do without a server. Most serverless or static webpage hosts are happy to serve anything from a few MB to a few GB for free, likely even distributed across the globe. For any particular individual, if the search experience is truly customized to their needs, then not much resource is needed to deliver a satisfying experience. Let's illustrate this with an example. Suppos…  ( 5 min )
    Denoising Diffusion Probabilistic Models
    DDPM論文,Jonathan HoがUC Barkeleyで作った Background In each step, the Gaussian noise is added. When t -> \infty, x_T converges to the Gaussian noise. Reverse process Loss function The paper requires more time to fully understand.  ( 3 min )
    Lihil — a High-Performance Web Framework for Enterprise Web Development in Python
    Lihil is a modern web framework built to make Python a serious choice for enterprise backend systems — from monoliths to microservices. Python has long been criticized as “too slow” or “too dynamic” for large-scale applications. But the language and ecosystem have evolved — Python 3.10+ offers a robust type system, and with ongoing advancements like the removal of the Global Interpreter Lock (GIL), Python is ready for high-performance workloads. Lihil aims to bring together: High performance rivaling Go and Java frameworks Scalable architecture that grows from simple apps to distributed systems Modern developer ergonomics with static typing, auto-injection, and clean API design GitHub: https://github.com/raceychan/lihil Docs & tutorials: https://lihil.cc Lihil is 50–100% faster than…  ( 5 min )
    How to Turn Your Artwork into NFTs and Sell It Like a Pro (Even If You’re Not a Techie)
    Art isn’t just on canvases anymore—it's living on the blockchain. Whether you're a digital Picasso or just have killer album art, converting your work into NFTs could unlock a world of passive income, global collectors, and Web3 magic. Here’s how to do it, step by step. Your blockchain determines everything—fees, community, and speed. Ethereum: Expensive, prestigious, whale-heavy Polygon: Eco-friendly, gasless minting, great for new artists Solana: Fast, low cost, preferred by gaming and indie artists Tezos: Artist-focused, sustainable, low-fee Pick the one that suits your audience and goals. Your art file should be high-quality and in digital format: Images: JPG, PNG, GIF Videos: MP4 Audio: MP3 3D: GLB/GLTF Pro tip: Add utility like unlockable content or physical art delivery for extra value. You’ll need this to interact with marketplaces and sign transactions. MetaMask (Ethereum/Polygon) Phantom (Solana) Kukai/Temple (Tezos) Save your seed phrase like it’s your birth certificate + wallet + ATM pin. This is where the NFT magic happens. "Minting" is how your artwork becomes an NFT on the blockchain. Connect your wallet Upload your artwork Fill in the metadata (title, description, royalties, etc.) Pay the gas fee if required Click mint! Boom. You just immortalized your art. Once minted, you can either: Sell at a fixed price Run an auction Hold it as a reserve piece Then get loud: Promote on X/Twitter Join Discord art communities Collaborate with NFT influencers You don’t need to be a dev or a crypto bro to get started. All you need is great art, a wallet, and a bit of Web3 curiosity. Your next masterpiece could be someone’s next prized collectible.  ( 4 min )
    Clean Architecture in .NET: Build Scalable & Maintainable Apps
    Are your .NET projects getting harder to maintain as they grow? Discover how Clean Architecture brings structure, separation of concerns, and long-term scalability to your C# applications. In this post, I break down the core layers, compare Clean vs Onion vs Hexagonal architectures, and share a real-world implementation with ASP.NET Core and EF Core. Whether you're starting a new project or refactoring legacy code, this guide will help you build robust, maintainable, and testable solutions in .NET. Learn how to: Structure your project with clear boundaries Integrate Entity Framework Core in a clean way Avoid tight coupling and spaghetti code 💡 Let's build software that lasts! 🔗 Read the full post here  ( 3 min )
    Predictive Analytics: Your Guide to Anticipating Future Trends
    In a world driven by data, the ability to anticipate future trends is invaluable. Predictive analytics offers organizations a powerful means to forecast outcomes, optimize strategies, and make informed decisions. This blog serves as your guide to understanding predictive analytics and how it can help you stay ahead of the curve. For those looking to enhance their skills, Data Analytics Course in Bangalore programs offer comprehensive education and job placement assistance, making it easier to master this tool and advance your career. Predictive analytics is the process of using historical data, statistical algorithms, and machine learning techniques to predict future events. By analyzing past patterns and behaviors, organizations can gain insights that enable them to make proactive decisi…  ( 4 min )
    🚀@zeroopensource/pack-packages v0.0.2 is live!
    🚀@zeroopensource/pack-packages v0.0.2 is live! Install same-scope libs from the diff registries. https://github.com/zeroopensource/pack-packages ZeroOpenSource™ opensource #npm #javascript #devtools zero #zeroopensource #zeroopensourcetm  ( 2 min )
    🚀@zeroopensource/pack-packages v0.0.1 is live!
    Install same-scope libs from the diff registries. https://github.com/zeroopensource/pack-packages ZeroOpenSource™ opensource #npm #javascript #devtools zero #zeroopensource #zeroopensourcetm  ( 2 min )
    [Boost]
    Join the Bright Data Real-Time AI Agents Challenge: $3,000 in prizes! dev.to staff for The DEV Team ・ May 7 #brightdatachallenge #devchallenge #ai #webdev  ( 2 min )
    Visual AI: The Secret Weapon Every Designer Needs to Know About
    The Impact Of Visual AI Technology On Design Workflows Visual AI is changing how designers work, plain and simple. It's not just about making things look pretty; it's about making the whole process smoother and more efficient. Think of it as adding a super-smart assistant to your team, one that can handle the tedious stuff and free you up to focus on the creative, strategic work. It's a big shift, and it's happening now. Streamlining Creative Processes Visual AI is really good at taking over the repetitive, time-consuming tasks that designers often dread. Imagine automatically generating different versions of a landing page or creating icons based on a simple text prompt. This frees up designers to focus on the bigger picture, like user experience and overall design strategy. It's like ha…  ( 6 min )
    Daily JavaScript Challenge #JS-184: Flatten an Object with Nested Objects
    Daily JavaScript Challenge: Flatten an Object with Nested Objects Hey fellow developers! 👋 Welcome to today's JavaScript coding challenge. Let's keep those programming skills sharp! Difficulty: Medium Topic: Data Manipulation Write a function that flattens a nested object. The function should return an object with a single level of key-value pairs, with the keys being the path to each non-object value in the original nested object. Use dots as separators for the different key levels. https://www.dpcdev.com/ Fork this challenge Write your solution Test it against the provided test cases Share your approach in the comments below! Check out the documentation about this topic here: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Object/assign How did you approach this problem? Did you find any interesting edge cases? What was your biggest learning from this challenge? Let's learn together! Drop your thoughts and questions in the comments below. 👇 This is part of our Daily JavaScript Challenge series. Follow me for daily programming challenges and let's grow together! 🚀 javascript #programming #coding #dailycodingchallenge #webdev  ( 15 min )
  • Open

    Trump's Memecoin Dinner Draws Crowded Cast of Democratic Protesters from Congress
    While Justin Sun and other crypto names attend the president's crypto feast that Democrats labeled corrupt, one lawmaker is targeting Trump with a new bill.  ( 26 min )
    Amalgam Founder Charged With Running ‘Sham Blockchain’, Taking $1M From Investors
    Jeremy Jordan-Jones lied to investors about Amalgam’s purported partnerships with sports teams including the Golden State Warriors, according to prosecutors.  ( 23 min )
    NY Prosecutors: FinCEN Opinion on Samourai Wallet 'Irrelevant’ in Roman Storm Case
    Storm’s lawyers asked the court to order prosecutors to turn over any potentially helpful evidence in their case against the developer.  ( 24 min )
    Stablecoins Are About to Hit ‘Critical Mass’ While 2027 Seen as Pivotal Year
    At Paxos' NYC event, speakers across four panels agreed that stablecoins are reshaping global finance — with regulation and infrastructure fast catching up.  ( 29 min )
    Bitcoin Miners Sold Record Amount of BTC Ahead of May's Price Surge
    With hashprice hovering near break-even levels, miners liquidated 115% of April production.  ( 24 min )
    Bitcoin Backs Off Quickly From Record High as Interest Rate Surge Hits Risk Assets
    An already under pressure bond market took a further hit following a weak auction of long-term U.S. Treasury debt.  ( 25 min )
    The Protocol: Solana To Get Major Design Overhaul
    Also: New Eth Nodes Proposal, Solana Seeker Phone, World Token Sale  ( 24 min )
    U.S. CFTC's Johnson Says She'll Also Exit, Leaving an Empty House for Incoming Chair
    The last of the sitting commissioners for the U.S. regulator that may get top oversight duties over crypto is leaving along with all of her colleagues.  ( 26 min )
    Hong Kong Joins Global Race With New Stablecoin Licensing Bill
    Hong Kong has been working on establishing a stablecoin regime since 2023.  ( 21 min )
    Sam Altman’s World Raises $135M in Token Sale to a16z and Bain Capital Crypto
    Funds from the venture capital giants will be used for the network's expansion.  ( 22 min )
    Bitcoin Overtakes Amazon as the Fifth Largest Asset, Hitting $2.16T Market Cap
    Bitcoin rose to a new high of $109,400 on Wednesday before consolidating marginally lower.  ( 22 min )
    Chainlink Gains as Exchange Outflows Point to Strong Accumulation
    LINK shows strong bullish momentum as $66M exits exchanges in 2 weeks. Analysts expect continued gains as DeFi adoption and investor accumulation grow.  ( 23 min )
    Bitcoin Hits New Record High, Surging to $109.4K
    The price surpassed the giddy level hit just hours prior to the inauguration of President Trump on January 20.  ( 21 min )
    Crypto’s Market Penetration Tipping Point
    Crypto is expected to cross the 10% threshold of adoption in 2025, marking the transition from niche to mainstream, says Psalion's Alec Beckman.  ( 26 min )
    Tokenization is Full Steam Ahead… with Tracks Still Needing to be Built
    STM.co’s Jason Barraza shares TokenizeThis 2025 key takeaways on RWA tokenization momentum and the remaining challenges to address.  ( 28 min )
    Solana's Seeker Phone Coming in Early August Along With SKR Token
    "SKR will power economy, incentives, and ownership across the ecosystem," said the mobile team at Solana Labs.  ( 22 min )
    Justin Sun Emerges as Donald Trump Memecoin's Top Holder With $21.9M Stake
    Sun has invested $75 million in World Liberty Financial, a decentralized finance project backed by the Trump family.  ( 23 min )
    Crypto.com Buys Allnew Investments to Secure MiFID License to Offer Derivatives in Europe
    This move bolsters the crypto exchange's presence in the region after it secured a MiCA license in January.  ( 22 min )
    CoinDesk 20 Performance Update: Uniswap (UNI) Gains 7.2% as Index Climbs Higher
    Avalanche (AVAX) was also among the top performers, rising 3.5% from Tuesday.  ( 20 min )
    Guatemala's Largest Bank Adopts Stablecoin Rails for U.S. Remittance Payments
    SukuPay will allow Guatemalans to receive funds from the U.S. for a flat 99 cent fee, using only a phone number within their Banco National mobile app Zigi.  ( 23 min )
    Crypto Hedge Fund Temple Capital Hires TradFi Execs as Institutional Demand Grows
    Richard Murray, former CEO of crypto asset manager Hilbert Capital, has recently joined Temple Capital as a partner of the firm.  ( 22 min )
    Bitcoin Mining Startup Sangha Sees $42M Revenue as It Breaks Ground on West Texas Pilot Project
    The firm expects its 19.9 MW bitcoin mine to be running by the end of July.  ( 24 min )
    Bitcoin Mining Profitability Fell in April as Network Hashrate Rose: Jefferies
    U.S.-listed miners also produced fewer bitcoin last month than in March.  ( 22 min )
    XRP-BTC Pair Flashes First Golden Cross, Hinting at Major Bull Run for XRP
    The pattern has raised the probability of ratio breaking out of its prolonged sideways trend in a sign of major XRP uptrend.  ( 23 min )
    Crypto Daybook Americas: Bitcoin Eyes New High as MetaPlanet Mania Builds
    Your day-ahead look for May 21, 2025  ( 36 min )
    'Hawk Tuah Girl' Hailey Welch Claims SEC, FBI Cleared Her for the HAWK Memecoin Disaster
    Haliey Welch says she “didn’t know enough about crypto” — despite previously claiming she’d “learned so much” ahead of her failed token launch.  ( 26 min )
    These Six Charts Explain Why Bitcoin's Recent Move to Over $100K May Be More Durable Than January's Run
    Financial conditions, stablecoin flows and other key metrics point to stronger foundation compared to the December-January twin peaks.  ( 26 min )
    Strive Eyes $7.9B Distressed Mt. Gox Bitcoin Claims to Accumulate Discounted BTC
    The goal is to gain exposure to bitcoin at a discount, with the aim of beating BTC's price performance in the long run.  ( 22 min )
    DOGE Holds Bullish Structure as Whales Shed $40M Ahead of Possible Breakout
    Dogecoin consolidates below $0.26 as whales unload $40M in tokens. Analysts eye a potential breakout toward $0.35–$0.45 amid bullish chart setup.  ( 22 min )
    'Days to Cover mNAV,' Emerges as The New Standard for Evaluating Bitcoin Equities
    A data driven metric reveals which companies are truly stacking sats and which are lagging behind the valuations investors are giving them.  ( 24 min )
    Australian Securities Regulator Wants to Appeal High Court's Decision on Block Earner
    The High Court in March 2024 dismissed ASIC's allegations that Block Earner had engaged in unlicensed financial services by offering its DeFi product Access  ( 22 min )
    SHIB Spikes Then Reverses Sharply as Whale Activity Turns Bearish
    Shiba Inu’s price swings reveal quick gains and sharp reversals, while on-chain data shows whales reducing exposure, hinting at short-term bearish pressure.  ( 23 min )
    South Korea to Let Non-Profits, Exchanges Sell Crypto Under New FSC Rules
    Non-profits will need to meet strict conditions such as five years of audited operations and internal committees to vet donations.  ( 24 min )
    Solana Could Soon Witness Its Largest Consensus Change as Developer Proposes 'Alpenglow'
    “We believe that the release of Alpenglow will be a turning point for Solana,” developers wrote in a blog Monday.  ( 25 min )
    CME's XRP Futures Have Pulled In Nearly $30M Since Debut, Fueling XRP ETF Hopes
    Strong institutional interest in CME’s new XRP futures contracts is reviving hopes for a U.S.-listed spot XRP ETF, as the token gains traction in regulated markets.  ( 23 min )
    Bitcoin Futures Open Interest Zoom as BTC Inches Towards All-Time High; DOGE, ADA, XRP Add 4%
    Buoyant sentiment and calm volatility are fueling leveraged bets as BTC consolidates above $100,000 — setting up what traders say could be a clean move to new highs.  ( 24 min )
    Bitcoin Sets Record Daily Close With $110K as the Next Level to Watch for BTC
    The next significant price level for Bitcoin is $110,000, where market dynamics could amplify price movements.  ( 22 min )
    SEC Charges Unicoin, Top Executives With $100M ‘Massive Securities Fraud’
    Unicoin’s CEO announced last month that he’d rejected the SEC’s offer to negotiate a settlement.  ( 27 min )
  • Open

    VanEck to launch Avalanche ecosystem fund
    VanEck plans to launch a private digital assets fund in June targeting tokenized Web3 projects built on the Avalanche blockchain network, the asset manager said in a statement shared with Cointelegraph. The VanEck PurposeBuilt Fund, available only to accredited investors, aims to invest in liquid tokens and venture-backed projects across Web3 sectors, including gaming, financial services, payments, and artificial intelligence.  Idle capital will be deployed into Avalanche (AVAX) real-world asset (RWA) products, including tokenized money market funds, VanEck said. The fund will be managed by the team behind VanEck’s Digital Assets Alpha Fund (DAAF), which oversees more than $100 million in net assets as of May 21.  “The next wave of value in crypto will come from real businesses, not more i…
    US lawmaker reintroduces bill amid pushback on Trump's crypto ties
    A Democratic representative in the US Congress will support a blockchain bill at a time when many left-leaning lawmakers are blocking crypto-related pieces of legislation due to concerns with President Donald Trump’s potential conflicts of interest. In a May 21 notice, Minnesota Representative Tom Emmer said he had reintroduced the Blockchain Regulatory Certainty Act, a bill that “solidifies that digital asset developers and service providers that do not custody consumer funds are not money transmitters.”Emmer, a Republican, said Democratic Representative Ritchie Torres would co-lead the bill, making it a bipartisan effort in Congress. “The Blockchain Regulatory Certainty Act reflects a thoughtful, bipartisan effort to get digital asset policy right,” said Torres. “While similar language w…
    CFTC exodus: Fourth commissioner to depart 'later this year'
    Kristin Johnson of the US Commodity Futures Trading Commission (CFTC) has announced that she plans to depart the agency before 2026. In a May 21 notice, Johnson said she planned to step down from the CFTC “later this year,” having completed her term, which ended in April. The commissioner filling a Democratic seat at the financial regulator had served since March 2022 after being nominated by former President Joe Biden. In her farewell message, Johnson cited her work as a sponsor of the Market Risk Advisory Committee, which dealt with “nascent issues that arise with the introduction of decentralized financial products such as digital assets or cryptocurrency and other emerging markets.”  CFTC Commissioner Kristin Johnson. Source: CFTCJohnson on X Her departure could come before US Presiden…
    Solana Mobile reveals trustless architecture, token for Seeker device
    Solana Mobile, a subsidiary of blockchain technology company Solana Labs, has revealed the next steps for its soon-to-be-shipped Seeker device and the overall ecosystem. The steps include a new, trustless architecture, a native token, and the Seeker ship date. According to the announcement, Solana Mobile will ship the device starting Aug. 4. Seeker is the company’s second-generation device, after the Saga Web3 phone that launched in April 2023. The company unveiled the Seeker phone in September 2024, saying it wouldn’t just be a “memecoin phone.” So far, it has pre-sold 150,000 units. The Solana Seeker has gone through two sale phases: The Founder window, where the price for each device was $450, and the Early Adopter window, where the price per device was $500. Assuming the lower price …
    Sam Altman's World raises $135M from Andreessen, Bain, to expand network
    World, OpenAI CEO Sam Altman’s digital identification project, raised $135 million from venture capital firms Andreessen Horowitz and Bain Capital Crypto, the company said in an announcement. The capital will be used to expand World's network of iris-scanning orbs and infrastructure in the United States, where the company said in April it would operate in six cities, and increase coverage around the globe, according to the announcement. More than 12.5 million individuals in over 160 jurisdictions have been issued a World ID, the company said. The project, which collects biometric data from individuals to establish "proof of personhood," faces regulatory headwinds and bans in several countries. Critics of the project say that offering financial incentives for biometric data violates informe…
    Jury convicts ex-SafeMoon CEO on all charges
    A New York jury found Braden John Karony, the former CEO of cryptocurrency company SafeMoon, guilty of three felony charges after less than a day of deliberation. According to May 21 reporting from the courtroom, in the US District Court for the Eastern District of New York, a jury convicted Karony of conspiracy to defraud the United States, money laundering, and wire fraud. Prosecutors and defense lawyers presented their cases over the roughly two-week trial that kicked off with jury selection on May 5. Karony, former chief technology officer, Thomas Smith, and the platform’s creator, Kyle Nagy, were charged in 2023 for having allegedly “diverted and misappropriated millions of dollars’ worth” of SafeMoon’s SFM token. Smith testified against Karony at trial, while Nagy reportedly fled to Russia and was at large as of May 21. The criminal trial involving a cryptocurrency company executive was seen by many as a bellwether for how Joseph Nocella, the interim US Attorney for the district, could handle cases involving digital assets and fraud. Nocella, a Donald Trump appointee, took office on May 5. This is a developing story, and further information will be added as it becomes available.
    Bitcoin price hit a new all-time high and data shows BTC bulls aren’t done yet
    Key takeaways: Bitcoin’s $109,458 all-time high aligns with seven consecutive green weekly candles since April, highlighting the strength of the current bullish momentum. Analysts expect BTC to reach between $135,000 to $320,000 in 2025. BTC heatmaps show high-leverage zones that may trigger liquidations. Thus, risk management remains crucial. Bitcoin (BTC) hit a new all-time high of $109,458 on Binance on May 21, marking seven consecutive green weekly candles in a row since the price bounced from its swing low of $74,500.  Bitcoin 1-week chart. Source: Cointelegraph/TradingView If Bitcoin closes the current weekly candle above $106,500 on May 25, it will mark its longest streak of consecutive green weekly closes since October 2023. Alongside a new all-time high, Bitcoin’s market cap…
    Bitcoin hits new highs in the absence of ‘unhealthy’ leverage use — Will the rally continue?
    Key takeaways: Spot Bitcoin ETF inflows and low leverage suggest the BTC rally has room to grow. US Federal Reserve liquidity and weak bond sales support a Bitcoin push beyond $110,000. Bitcoin (BTC) was unable to sustain its bullish momentum after reaching a new all-time high of $109,827 on May 21, which led traders to question whether derivatives markets mainly drove the rally. From a broad perspective, the $77 billion in Bitcoin futures open interest has undoubtedly played a role. However, a closer look at the data shows a more positive outlook for further price gains. Bitcoin 2-month futures annualized premium. Source: Laevitas.ch The current 7% annualized Bitcoin futures premium is well within the neutral range of 5% to 10%, which has been typical for the past two weeks. This indic…
    Coinbase breach hit almost 70k users — Attorneys
    A recent filing with Maine’s attorney general sheds new light on Coinbase’s data breach, claiming that nearly 70,000 users were impacted and that the incident went unnoticed for nearly six months. According to the filing submitted by legal firm Latham and Watkins LLP, 69,461Coinbase users were compromised by the breach, 217 of whom are residents of the US state of Maine. The document also indicates the breach occurred on Dec. 26, 2024, but was only discovered on May 11, 2025 — nearly six months following the cybersecurity incident. Coinbase now faces a flurry of lawsuits from affected clients, who argue that the exchange failed to notify victims of the security breach in a timely manner. The attack caused $400 million in losses through social engineering scams and remediation costs, Coinba…
    Price predictions 5/21: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: Bitcoin made a new all-time high, but the bulls will have to sustain the higher levels for the momentum to pick up. Several altcoins have bounced off their respective support levels, signaling a positive sentiment. Analysts expect Bitcoin to maintain its positive momentum and surge above $200,000 by the end of the year. Bitcoin (BTC) rose to a new all-time high on May 21 on easing macroeconomic fears and continued inflows into the US-based spot Bitcoin exchange-traded funds. Analysts expect the momentum to continue and Bitcoin to surge to $200,000 by the end of the year. There are some murmurs among analysts about a bearish divergence, leading to a double-top pattern. However, private wealth manager Swissblock Technologies said in a post on X that its Bitcoin Fundamental In…
    Interest groups, lawmakers to protest Trump's memecoin dinner
    Democratic leaning organizations and members of Congress have announced plans to protest what they describe as the sale of access to the office of the US president, in reference to Donald Trump’s memecoin dinner on May 22. The event’s attendees are said to have collectively spent over $100 million for the chance to meet with the US president. Since Trump’s memecoin project, Official Trump (TRUMP), announced that its top 220 tokenholders would have an opportunity to apply for an exclusive dinner with the president, many leaders in the crypto industry and US lawmakers have criticized the event, saying Trump was opening his office to potential bribery and corruption. The memecoin dinner prompted some Democratic lawmakers to withdraw support for crypto-related legislation in Congress, includi…
    Texas House passes strategic Bitcoin reserve bill
    The Texas House of Representatives has passed the third reading of SB 21, a bill that seeks to establish a strategic Bitcoin reserve in the state. The bill passed in a 101-42 vote and will now go to Texas Governor Greg Abbott to either sign into law or veto. SB 21, authored by state Senator Charles Schwertner, establishes a Bitcoin (BTC) reserve that is managed by the state’s comptroller. The legislation allows the comptroller to invest in any cryptocurrency with a market cap above $500 billion over the previous 12-month period. Currently, the only cryptocurrency fitting the requirement is Bitcoin. Texas State Representative Giovanni Capriglione presenting SB 21. Source: Bitcoin Laws Before the vote, state Representative Giovanni Capriglione said to the chamber that the bill was a “pivotal moment in securing Texas’s leadership in the digital age with the passage of our strategic Bitcoin reserve. Now, we embrace a modern asset with traditional properties for future promise.” This is a developing story, and further information will be added as it becomes available.
    Is Bitcoin price close to a cycle top? — 5 indicators that help traders decide
    Key takeaways: Bitcoin market cycle tops are notoriously hard to time, but combining technical and behavioral indicators can offer strong signals. The MVRV-Z Score, Pi Cycle Top indicator, trade volume trends, Puell Multiple, and exchange inflows accurately predict Bitcoin price cycle tops. Bitcoin (BTC) might be approaching the final stage of its current market cycle — a dramatic final rally followed by a sharp correction and, eventually, a bear market. For many, this could be the long-awaited climax of the past four years, and major players are preparing accordingly. Since late 2024, Bitcoin whale accumulation has surged. Glassnode data shows that the number of addresses holding over 100 BTC has jumped by almost 14%, reaching 18,200 — a level not seen since 2017. The biggest market pl…
    Bank lobby is 'panicking' about yield-bearing stablecoins — NYU professor
    America’s powerful banking lobby is “panicking” over the potential of stablecoins to disrupt their traditional business model, particularly when it comes to yield-bearing stablecoins, according to Austin Campbell, a New York University professor and founder of Zero Knowledge Consulting. In a May 21 social media post that begins with, “The Empire Lobbies Back,” Campbell claimed that the banking industry is especially alarmed by the potential for stablecoins to offer interest or rewards to holders.  In a pointed message aimed at Democratic lawmakers, Campbell wrote that “banks want you to protect their cartel so they can keep screwing your voters.” He went on to explain how fractional reserve banking enables banks to maximize profits while offering depositors minimal interest. The banking …
    Bank lobby is 'panicking' about yield-bearing stablecoins — NYU professor
    America’s powerful banking lobby is “panicking” over the potential of stablecoins to disrupt their traditional business model, particularly when it comes to yield-bearing stablecoins, according to Austin Campbell, a New York University professor and founder of Zero Knowledge Consulting. In a May 21 social media post that begins with, “The Empire Lobbies Back,” Campbell claimed that the banking industry is especially alarmed by the potential for stablecoins to offer interest or rewards to holders.  In a pointed message aimed at Democratic lawmakers, Campbell wrote that “banks want you to protect their cartel so they can keep screwing your voters.” He went on to explain how fractional reserve banking enables banks to maximize profits while offering depositors minimal interest. The banking …
    Bitcoin enters ‘acceleration phase’ resembling BTC price gains seen after Trump election victory
    Key takeaways: The Bitcoin Quantile Model shows “heat” with price on the verge of an “acceleration phase,” echoing Q4 2024 when BTC embarked on a 45% post-election rally. Bitcoin (BTC) price has formed a new intraday high on each daily candle this week, with the crypto asset slowly grinding toward a new all-time high. In line with its current trajectory, 21st Capital co-founder Sina noted that Bitcoin is approaching a pivotal moment around the $108,000 level.  The Bitcoin Quantile Model update shows that BTC’s market reflects the same “heat” that was present after President Trump’s post-election rally and the spot ETF-driven highs during Q4 2024. The model, which uses quantile regression to map Bitcoin’s price phases on a logarithmic scale, indicates the cryptocurrency is in the Transit…
    Ethereum holders back in profit as ETH price enters 'crucial area' for $3K breakout
    Key points: Ethereum holders are back in profit, increasing chances for a rally to $3,000 and beyond. Ether sell pressure risk exists at $2,800, where 2.27 million ETH could be sold. Ether's recent surge to $2,700 on May 14 pushed its value above its realized price, implying that the average holder of ETH is “now back in an unrealized profit,” according to Glassnode. Ethereum trades above its cost basis Data from Cointelegraph Markets Pro and TradingView shows that Ether’s (ETH) price has risen by more than 52% to a three-month high of $2,700 on May 14 from $1,800 on May 7, fueled by excitement around the Pectra upgrade. This rally has seen ETH rise above its realized price or cost basis, currently at $1,900, paving the way for a potential rally to $3,000 or higher.  ETH holders returni…
    Bitcoin hits new all-time high of $109K as trade war tensions ease
    Bitcoin surged to a new all-time high after a temporary trade agreement between the United States and China eased macroeconomic fears and boosted investor confidence. Bitcoin (BTC) set a new high of $109,400 on May 21, rising more than 26% in the past month, according to data from TradingView. This climb to a record high came nine days after the White House announced a 90-day trade agreement between the US and China on May 12, temporarily slashing import tariffs to 10%. BTC/USD, 1-month chart. Source: Cointelegraph/TradingView The 90-day tariff suspension and the cooperative tone in negotiations removed the risk of “sudden re-escalation,” which had a significant impact on risk appetite among traditional and cryptocurrency investors, Aurelie Barthere, principal research analyst at crypto i…
    Crypto's real momentum isn't in the charts; it's in developer activity
    Opinion by: Markus Levin, co-founder of XYO The crypto community often experiences periods of heightened anxiety. Market downturns are often triggered by counterproductive sentiment-driven events rather than by fundamental issues, creating a significant disconnect between price behavior and the actual progress being made within the industry by the companies within it. What often goes unnoticed is how much real development happens during these downturns. While market movements capture most of the attention, teams are building faster and more deliberately behind the scenes than ever. The focus shifts away from price speculation and toward real execution. Growth happens during downturns. It's a necessary phase for projects that thrive in a volatile industry. They re-focus attention on refinin…
    How to handle crypto trading gains and losses on your balance sheet
    Key takeaways Properly accounting for crypto assets on your balance sheet is essential for accurate tax reporting and financial transparency. Crypto trading activities should be recorded like stock trading, at fair market value on the day of purchase. In some countries, like the US, crypto losses can offset gains, so keeping track of gains and losses is important for reducing taxable income. Whether you’re an individual investor or a business, treating cryptocurrencies as assets and documenting them ensures compliance with tax laws and minimizes the risk of errors. Let’s be real, it’s easy to lose sight of what you’ve actually gained or lost, especially when it comes to crypto and its market volatility and frequent trading activities.  And when it comes to accounting, especially in countr…
    Bitcoin bulls grill sellers as Japan debt woes send gold past $3.3K
    Key points: Bitcoin and gold move higher in step amid jitters over Japan’s debt problem reach “boiling point.” $108,000 remains a keen target for Bitcoin bulls amid ongoing corporate buying. Some still see the current BTC price uptrend coming to an abrupt end. Bitcoin (BTC) kept up pressure on $108,000 at the May 21 Wall Street open as a trader flagged multiple bearish divergences. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Bitcoin joins gold in Japan debt reaction Data from Cointelegraph Markets Pro and TradingView showed BTC/USD returning to near the top of its intraday range as the US trading session began. After its highest-ever daily close, BTC/USD looked increasingly primed for a rematch with all-time highs just above $109,000. 🚨UPDATE: $BTC makes history with new …
    AI tool claims 97% efficacy in preventing ‘address poisoning’ attacks
    Crypto cybersecurity firm Trugard and onchain trust protocol Webacy have developed an artificial intelligence-based system for detecting crypto wallet address poisoning. According to a May 21 announcement shared with Cointelegraph, the new tool is part of Webacy’s crypto decisioning tools and “leverages a supervised machine learning model trained on live transaction data in conjunction with onchain analytics, feature engineering and behavioral context.” The new tool purportedly has a success score of 97%, tested across known attack cases. “Address poisoning is one of the most underreported yet costly scams in crypto, and it preys on the simplest assumption: That what you see is what you get,” said Webacy co-founder Maika Isogawa. Address poisoning detection infographic. Source: Trugard an…
    GENIUS Act legitimizes stablecoins for global institutional adoption
    Stablecoin adoption among institutions could surge as the United States Senate prepares to debate a key piece of legislation aimed at regulating the sector. After failing to gain support from key Democrats on May 8, the Guiding and Establishing National Innovation for US Stablecoins (GENIUS) Act passed the US Senate in a 66–32 procedural vote on May 20 and is now heading to a debate on the Senate floor. The bill seeks to set clear rules for stablecoin collateralization and mandate compliance with Anti-Money Laundering laws. Related: German gov’t missed out on $2.3B profit after selling Bitcoin at $57K “This act doesn’t just regulate stablecoins, it legitimizes them,” said Andrei Grachev, managing partner at DWF Labs and Falcon Finance. “It sets clear rules, and with clarity comes confide…
    Guatemala’s largest bank integrates blockchain for cross-border payments
    Guatemala’s largest bank, Banco Industrial, has integrated crypto infrastructure provider SukuPay into its mobile banking app, allowing locals to more easily receive remittances powered by blockchain technology.  SukuPay’s infrastructure has been fully embedded inside the Zigi payment app, allowing Guatemalans to receive funds from the United States instantly for a $0.99 flat fee, the company disclosed on May 21.  Users of the Zigi app do not need a crypto wallet or an International Bank Account Number (IBAN) to receive the funds, the company said.  SukuPay CEO Yonathan Lapchik told Cointelegraph that the “key to mainstream adoption of blockchain technology is making it invisible to the end-user” so that there are no technical barriers.  “That’s the only way we’ll scale blockchain to billi…
    Hong Kong passes stablecoin bill, set to open licensing by year-end
    Hong Kong’s Legislative Council passed the Stablecoin Bill, paving the way for a regulated framework that could position the region as a global leader in digital assets and Web3 development. In a May 21 post on X, Legislative Council member Johnny Ng Kit-Chong said the bill had passed its third reading, clearing the final hurdle for adoption. “It is expected that by the end of this year, major institutions will be able to apply to the Hong Kong Monetary Authority to become licensed stablecoin issuers,” Ng said. Image of the legislative assembly session. Source: Johnny Ng Kit-Chong According to the new Hong Kong legislation, stablecoins must be backed by fiat currency as underlying assets. Ng said Hong Kong is welcoming “global enterprises and institutions interested in issuing stablecoin…
    Yield-bearing stablecoins surge to $11B, now 4.5% of market: Report
    Yield-bearing stablecoins have soared to $11 billion in circulation, representing 4.5% of the total stablecoin market, a steep climb from just $1.5 billion and a 1% market share at the start of 2024. One of the biggest winners is Pendle, a decentralized protocol that enables users to lock in fixed yields or speculate on variable interest rates. Pendle now accounts for 30% of all yield-bearing stablecoin total value locked (TVL), roughly $3 billion, the firm said in a report shared with Cointelegraph.   Pendle noted that stablecoins make up 83% of its $4 billion total value locked, a sharp rise from less than 20% just a year ago. In contrast, assets such as Ether (ETH), which historically contributed 80%–90% of Pendle’s TVL, have shrunk to less than 10%. Traditional stablecoins like USDt (U…
    Bold Technologies and My Aion launch $2.5B smart city AI platform
    Abu Dhabi-based Bold Technologies, a subsidiary of conglomerate Bold Holdings, has partnered with international artificial intelligence company My Aion to launch a $2.5 billion smart-city initiative aimed at transforming urban infrastructure through AI. The companies announced the development of a platform called Aion Sentia Cognitive City, which manages complex urban systems. The platform will be powered by Maia, an AI core engine developed by My Aion, and aims to optimize and manage systems across mobility, energy, education, healthcare and digital services.  My Aion CEO Daniele Marinelli said the AI will know the user well enough to “recommend the perfect place for your anniversary dinner and book it for you without you lifting a finger.” The project will debut in Abu Dhabi before expan…
    Bitcoin Suisse eyes UAE expansion with regulatory nod in Abu Dhabi
    Bitcoin Suisse secured an in-principle approval (IPA) from the Financial Services Regulatory Authority (FSRA) of the Abu Dhabi Global Market (ADGM), marking a major step in the Swiss crypto firm’s expansion beyond the European Union. The Swiss crypto financial service provider has received in-principal approval through its subsidiary BTCS (Middle East), according to a May 21 press release. The IPA is a precursor to a full financial services license, which will allow Bitoin Suisse to provide regulated crypto financial services such as digital asset trading, crypto securities and derivatives offerings, as well as custody solutions. The approval reflects the firm’s “strong commitment to maintaining the highest standards of transparency, security, and regulatory compliance,” according to Ceyda…
    Crypto.com secures EU license to launch crypto financial derivatives
    Mobile-first crypto exchange and payment platform Crypto.com secured a license allowing it to offer cryptocurrency financial derivatives in the European Economic Area. According to a May 21 announcement, Crypto.com secured a Markets in Financial Instruments Directive (MiFID) license. “We have already expanded our brand presence in Europe since receiving our MiCA licence and we now look forward to providing customers across the region even more ways to engage with our platform through these new offerings,” said Crypto.com’s co-founder and CEO, Kris Marszalek. Source: Crypto.com The announcement followed Crypto.com receiving in-principle approval to operate across the European Union under a Markets in Crypto-Assets (MiCA) license in mid-January. The company received regulatory approval for i…
    Bitcoin 'blow-off top' set at $128K with new all-time highs in sight
    Key points: Bitcoin tags $108,000 for the first time since the day of its current all-time highs in January. Traders and analysts mention support extending toward $90,000, but the probability of a retest is fading. Near-term upside targets include a “blow-off top” at $128,000. Bitcoin (BTC) spiked to more than $108,000 on May 21, marking new four-month highs — where will BTC/USD go next? Crypto traders and analysts are lining up their forecasts with BTC price action less than 1.5% away from new all-time highs. BTC price support test now “less likely” Bitcoin continues to coil below what is now its most significant psychological resistance barrier — January’s all-time highs. BTC/USD 1-day chart. Source: Cointelegraph/TradingView At $109,356 on Bitstamp, per data from Cointelegraph Mark…
    SEC’s Peirce says NFT royalties do not make tokens securities
    United States Securities and Exchange Commission (SEC) Commissioner Hester Peirce said many non-fungible tokens (NFTs), including those with mechanisms to pay creator royalties, likely fall outside the purview of federal securities laws. In a recent speech, Peirce said NFTs that allow artists to earn resale revenue do not automatically qualify as securities. Unlike stocks, NFTs are programmable assets that distribute proceeds to developers or artists. The SEC official said that mirrors how streaming platforms compensate musicians and filmmakers.  “Just as streaming platforms pay royalties to the creator of a song or video each time a user plays it, an NFT can enable artists to benefit from the appreciation in the value of their work after its initial sale,” Peirce said.  Peirce added that …
    South Korea tightens crypto rules ahead of institutional market entry
    South Korea is tightening rules around digital asset transactions as it prepares to allow institutional players into its crypto market, introducing new guidelines for nonprofit crypto sales and stricter listing standards for exchanges. On May 20, the Financial Services Commission (FSC) of South Korea said during its fourth Virtual Asset Committee meeting that it had finalized sweeping new measures. Set to take effect in June, the updated rules allow both nonprofit organizations and virtual asset exchanges to sell cryptocurrencies, but under new compliance standards. Nonprofit entities must have at least five years of audited financial history to be permitted to receive and sell virtual asset donations. They will also need to establish internal Donation Review Committees to assess the appro…
    Why crypto transfers can fail and what you must check before sending
    Why crypto transfers can fail and what you must check before sending Crypto transfers fail more often than most people realize, but user attentiveness can stop most losses. What’s often marketed as a seamless, borderless system can become frustrating when transfers fail, with no customer service hotline to call and no easy recourse to reverse mistakes. In the crypto universe, the burden of getting it right falls squarely on the shoulders of the user. But here’s the encouraging part: Most failures are preventable. Understanding why crypto transfers fail can help users avoid costly missteps, navigate the quirks of different networks and send funds with far greater confidence. With a little preparation, you can sidestep common pitfalls and take contro…
    Theta Capital raises $175M to back early-stage blockchain startups
    Amsterdam-based Theta Capital Management has raised over $175 million for its latest fund-of-funds, aimed at supporting early-stage blockchain startups through specialized venture capital (VC) firms. The new vehicle, Theta Blockchain Ventures IV, will channel capital into crypto-native VC firms with a track record in backing blockchain innovation, Theta’s managing partner and chief investment officer Ruud Smets told Bloomberg. Smets said the strategy focuses on specialist managers who can outperform generalist investors in the earliest funding rounds. “We’ve always been looking for areas where specialization and active management provide a sustainable edge,” Smets noted. He said that the experience and positioning of dedicated crypto VCs “has compounded over time,” creating barriers for le…
    SEC delays decision on Ether staking and XRP ETFs, as analysts expected
    The US Securities and Exchange Commission has delayed its decision on Bitwise’s application to add staking to its Ether exchange-traded fund and on Grayscale’s XRP ETF bid, which analysts had expected. The SEC said on May 20 that it needed to extend its decision on Bitwise’s application by 45 days to “consider the proposed rule change and the issues raised therein.” The agency needed to either decide or punt its decision by May 22. The agency also delayed deciding on Grayscale’s XRP (XRP) tracking ETF and Bitwise’s Solana (SOL) tracking fund while it seeks public comments and begins “proceedings to allow for additional analysis” of the proposals to ensure they meet regulatory standards. Bloomberg ETF analyst James Seyffart said on X that both delays were expected as the SEC “typically take…
    KindlyMD shareholders OK merger with Trump-linked Bitcoin firm
    Shareholders of the healthcare services provider KindlyMD, Inc have approved a proposed merger with Bitcoin holding company Nakamoto Holdings, founded by US President Donald Trump’s crypto adviser, David Bailey. KindlyMD and Nakamoto Holdings, a newly formed company that focuses on creating a network of Bitcoin-related entities, will both file information statements with the Securities and Exchange Commission, KindlyMD said in a May 20 statement. The merger is expected to take place 20 days after both companies have shared the information statement with KindlyMD’s shareholders, with the transaction expected to be finalized in the third quarter of 2025. Google Finance shows shares in KindlyMD (KDLY) closed the May 20 trading session up 9% at $15.22 and gained another 4.8% after the bell as …
    Blackstone buys $1M worth of Bitcoin ETF in first crypto bet
    Blackstone, which bills itself as the “the world’s largest alternative asset manager,” disclosed its first-ever crypto-related purchase, buying shares in BlackRock’s spot Bitcoin exchange-traded fund. However, Blackstone’s investment, reported in a May 20 filing with the US Securities and Exchange Commission, only totaled around $1.08 million — a fraction of the asset manager’s $1.2 trillion portfolio. Blackstone reported holding 23,094 shares of BlackRock’s iShares Bitcoin Trust ETF (IBIT) as of March 31. The IBIT shares were added to Blackstone’s Alternative Multi-Strategy Fund (BTMIX), which holds $2.63 billion worth of assets, Google Finance data shows. The filing shows Blackstone also bought 4,300 shares in crypto ATM operator Bitcoin Depot Inc. (BTM) for a total cost of $6,300 and sp…
    ‘Hawk tuah girl’ Haliey Welch says FBI probed her ‘memecoin disaster’
    Haliey Welch, better known as the “Hawk tuah girl,” says the Federal Bureau of Investigation briefly probed her after her “memecoin disaster” — the failed launch of a token in her image that she promoted.  Welch said in a May 21 episode of her “Talk Tuah” podcast that the FBI showed up at her grandmother’s house looking to speak to her over the Hawk Tuah (HAWK) crypto token, which many crypto commentators have called an exit scam. “After the coin launch, the feds came to granny’s house and knocked on her door, and she called me, having a heart attack, saying: ‘The FBI is here after you, what have you done?’” Welch said she handed over her phone to the FBI and met with agents who “interrogated me, asking me questions and everything else related to crypto.” “They cleared me, I was good to go…
    NYC Mayor Eric Adams launches crypto advisory council
    New York City Mayor Eric Adams says he will create a digital advisory council to attract jobs and investment to the Big Apple and position it as the “crypto capital of the globe.” “This is not about chasing memes or trends,” Adams told the inaugural New York City Crypto Summit on May 20. “We want to use the technology of tomorrow to better serve New Yorkers today.” “We have experts right here, and they are going to help us navigate solutions that serve our city,” he added. “The age of tokenization, which includes crypto and blockchain and other fintech innovations, that age is here, and we’re going to continue to move forward with it.” Adams didn’t share further details on the advisory group, but said a council chair and key policy recommendations would follow in the next few weeks. We're…
    SEC charges Unicoin and executives for alleged $100 million fraud
    The US Securities and Exchange Commission has charged crypto platform Unicoin and three of its executives, alleging they made false and misleading statements about its crypto assets that raised $100 million from investors. The SEC said on May 20 that it charged Unicoin CEO Alex Konanykhin, board member Silvina Moschini, and former investment chief Alex Dominguez with misleading investors about certificates that conveyed rights to receive Unicoin tokens and stock. Mark Cave, associate director in the SEC’s Division of Enforcement, claimed the trio “exploited thousands of investors with fictitious promises that its tokens, when issued, would be backed by real-world assets including an international portfolio of valuable real estate holdings.”  Related: SEC crypto task force to release first report 'in the next few months' “The real estate assets were worth a mere fraction of what the company claimed, and the majority of the company’s sales of rights certificates were illusory,” Cave added. The SEC’s complaint, filed in a Manhattan federal court, charged Unicoin and the three executives with various securities laws violations and asks for permanent injunctive relief, along with paying back the allegedly ill-gotten gains. Magazine: SEC’s U-turn on crypto leaves key questions unanswered
    Strive targets 75,000 Bitcoin from Mt. Gox claims to build Bitcoin treasury
    Vivek Ramaswamy’s Strive is looking to build its Bitcoin holdings by purchasing distressed Bitcoin claims at a discount, starting with claims tied to 75,000 Bitcoin at the bankrupt crypto exchange Mt. Gox. Strive said in a May 20 regulatory filing that it partnered with 117 Castell Advisory Group LLC to target claims to Bitcoin (BTC) that have received definitive legal rulings but are still awaiting distribution. The company said buying the claims would allow it to purchase Bitcoin at a discount and grow its Bitcoin per share ratio ahead of its planned reverse merger with Asset Entities — which is expected to be completed sometime mid this year. Strive hasn’t disclosed any Bitcoin holdings but claims it will face fewer restrictions on purchasing Bitcoin than companies going public through …
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    At Google I/O, Sergey Brin makes surprise appearance — and declares Google will build the first AGI
    Google co-founder Sergey Brin makes surprise appearance at Google I/O, declaring "Gemini will be the very first AGI," revealing philosophical tensions with DeepMind CEO Hassabis who urges scientific caution in the high-stakes AI race.  ( 12 min )
    OpenAI updates its new Responses API rapidly with MCP support, GPT-4o native image gen, and more enterprise features
    Support for remote Model Context Protocol servers, integration of image generation and Code Interpreter tools, and upgrades to file search...  ( 7 min )
    Mistral AI launches Devstral, powerful new open source SWE agent model that runs on laptops
    Beyond performance and portability, its Apache 2.0 license offers a compelling proposition for commercial applications.  ( 8 min )
    AMD unveils new Threadripper CPUs and Radeon GPUs for gamers at Computex 2025
    AMD held a Computex press event to introduce its Radeon RX 9060 XT graphics cards and Threadripper CPUs for next-gen gaming and workstations.  ( 7 min )
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    Master Database Management Systems
    Understanding how to manage data effectively is a critical skill for anyone pursuing a career in tech. And we just published a course on the freeCodeCamp.org YouTube channel that will teach you all about Database Management Systems (DBMS). This in-de...  ( 4 min )
    How to Refactor Complex Codebases – A Practical Guide for Devs
    Developers often see refactoring as a secondary concern that they can delay indefinitely because it doesn’t immediately contribute to revenue or feature development. And managers frequently view refactoring as "not a business need" until it boils ove...  ( 20 min )
    Why Vibe Coding Won't Destroy Software Engineering
    AI is disrupting all industries at a pace not seen at any time in history. Technologies and industries that were once dominated by one or two companies or were very much “human-focused” are coming under threat. Google is losing ground to AI search, t...  ( 11 min )
    Will “Vibe Coders” Take Our Dev Jobs?
    AI is disrupting all industries at a pace not seen at any time in history. Technologies and industries that were once dominated by one or two companies or were very much “human-focused” are coming under threat. Google is losing ground to AI search, t...  ( 11 min )
    How JavaScript Lint Rules Work (and Why Abstract Syntax Trees Matter)
    Before I started to contribute to eslint-plugin-react, I didn’t think too deeply about the linters I used every day while writing code. Like many developers, I installed them at the start of a project, appreciated the red underlines or auto-fixes, an...  ( 10 min )
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    Roundtables: A New Look at AI’s Energy Use
    Recorded on May 21, 2025 Big Tech’s appetite for energy is growing rapidly as adoption of AI accelerates. But just how much energy does even a single AI query use? And what does it mean for the climate? Hear from MIT Technology Review editor in chief Mat Honan, senior climate reporter Casey Crownhart, and AI reporter James…  ( 16 min )
    The Download: Google’s AI mission, and America’s reliance on natural gas
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. By putting AI into everything, Google wants to make it invisible If you want to know where AI is headed, this year’s Google I/O has you covered. The company’s annual showcase of next-gen…  ( 22 min )
    By putting AI into everything, Google wants to make it invisible
    If you want to know where AI is headed, this year’s Google I/O has you covered. The company’s annual showcase of next-gen products, which kicked off yesterday, has all of the pomp and pizzazz, the sizzle reels and celebrity walk-ons, that you’d expect from a multimillion dollar marketing event. But it also shows us just…  ( 19 min )
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    Synology Unveils C2 Surveillance: A Scalable, Licence-Free Cloud Surveillance Platform
    At Computex 2025 earlier today, Synology introduced C2 Surveillance, a cloud-first surveillance platform that doesn’t require device licences and is designed for quick deployment. It gives businesses a way to centrally manage surveillance across multiple locations while cutting down on setup time, hardware dependencies and ongoing technical maintenance. Synology says C2 Surveillance can be deployed […] The post Synology Unveils C2 Surveillance: A Scalable, Licence-Free Cloud Surveillance Platform appeared first on Lowyat.NET.  ( 16 min )
    Infinix GT 30 Pro Now Official In Malaysia From RM1,299
    Infinix previously shared that it will be launching the GT 30 Pro today, and sure enough, the phone has gotten its official unveiling. With the launch, we get its confirmed spec sheet, as well as its asking price in the market, but we’ll get to that in a bit. The Infinix GT 30 Pro has […] The post Infinix GT 30 Pro Now Official In Malaysia From RM1,299 appeared first on Lowyat.NET.  ( 16 min )
    2026 Toyota RAV4 Debuts With HEV, PHEV Models
    The Toyota RAV4 has been in a staple in the compact SUV scene and for 2026, it takes the form of plug-in hybrid (PHEV) and hybrid (HEV). The car comes in three trims – the Core, Adventure and GR Sport. At first glance, the new RAV4 has a Land Cruiser-esque square look to it, with […] The post 2026 Toyota RAV4 Debuts With HEV, PHEV Models appeared first on Lowyat.NET.  ( 17 min )
    MSI Unveils New Claw A8 BZ2EM With AMD Ryzen Z2 Extreme At Computex 2025
    MSI has introduced a new entry to its handheld gaming PC lineup with the Claw A8 BZ2EM at Computex 2025. Marking a notable departure from its previous Intel-powered models, this latest version is equipped with AMD’s Ryzen Z2 Extreme processor – confirming earlier rumours ahead of the reveal. The MSI Claw A8 BZ2EM retains the […] The post MSI Unveils New Claw A8 BZ2EM With AMD Ryzen Z2 Extreme At Computex 2025 appeared first on Lowyat.NET.  ( 17 min )
    Redmi K80 Ultra Gets CMIIT Certification; Official Release Soon
    Xiaomi released its Redmi K80 smartphone series last year, which currently consists of a base and Pro model. Now, Xpertpick reports that an Ultra model is on its way, having been MIIT (Ministry of Industry and Information Technology)-certified in China. The Redmi K80 Ultra is listed under model number 25060RK16C in the MIIT database. As […] The post Redmi K80 Ultra Gets CMIIT Certification; Official Release Soon appeared first on Lowyat.NET.  ( 15 min )
    Google Adds Gemini AI To Chrome For Paying Users In The US
    Google has announced that it is adding its Gemini AI assistant to its Chrome browser. For now, Gemini will only be available on the desktop version, and only for AI Pro and AI Ultra subscribers in the US who use English as their Chrome language. It is unclear whether a global rollout of this feature […] The post Google Adds Gemini AI To Chrome For Paying Users In The US appeared first on Lowyat.NET.  ( 16 min )
    SIB Enters EV Battery Component Sector With ZZ Tech Partnership
    Malaysian automotive component manufacturer, Sapura Industrial Berhad (SIB), has announced a joint venture with China’s Zhejiang Zhongze Precision Technology Co. Ltd (ZZ Tech) to produce battery components. More specifically, the team up focuses on the production of “high-precision storage battery casings”. This joint venture marks the entry of SIB into the energy storage and battery […] The post SIB Enters EV Battery Component Sector With ZZ Tech Partnership appeared first on Lowyat.NET.  ( 16 min )
    Mickey Mouse Gets A Formula 1 Car For 2026
    Formula 1 is one of the biggest names in motorsports, and Mickey Mouse is the most iconic character in Disney’s lineup. But what if these two giants teamed up? Well, you don’t have to imagine anymore — F1 and Disney have officially struck a partnership! Starting next year, fans will see Mickey Mouse and his […] The post Mickey Mouse Gets A Formula 1 Car For 2026 appeared first on Lowyat.NET.  ( 16 min )
    Photo Essay: Zotac At Computex 2025
    We paid a visit to Zotac’s booth on the first day of Computex 2025. Located at Hall 1 of the Nangang Exhibition Centre and like all brands on the floor, the brand had its portfolio on site for us to see. One of the first things I made a beeline for was Zotac’s refreshed Zone […] The post Photo Essay: Zotac At Computex 2025 appeared first on Lowyat.NET.  ( 17 min )
    Google Adds Live Translation To Meet; Starting With English, Spanish
    Among the various announcements made during the annual I/O event was the introduction of Live Translation in Google Meet. Releasing to subscribers of its AI Premium plans, users communicating on Meet will have their speech live translated into another language when the feature is turned on. The current languages supported are English and Spanish, with […] The post Google Adds Live Translation To Meet; Starting With English, Spanish appeared first on Lowyat.NET.  ( 16 min )
    LG Introduces xboom Audio Lineup With will.i.am
    LG has announced a new audio lineup called xboom, in collaboration with American artist will.i.am. The lineup is currently made up of three portable Bluetooth speakers and one pair of wireless earbuds. The most affordable of the bunch is the xboom Buds, which are compact earbuds with tiny wing tips for a more snug fit. […] The post LG Introduces xboom Audio Lineup With will.i.am appeared first on Lowyat.NET.  ( 17 min )
    Tune Talk Launches In-App Entertainment Hub
    Tune Talk has officially launched its in-app entertainment hub, the Games and Drama in Tune Talk App. This feature is the first of its nature to be offered by a telco in Malaysia, and was developed in collaboration with cloud entertainment platform Jolibox. According to Tune Talk, the app offers a selection of over 200 […] The post Tune Talk Launches In-App Entertainment Hub appeared first on Lowyat.NET.  ( 16 min )
    Google Wants Gemini To Anticipate And Resolve Your Needs
    Since Google first teased Project Astra before last year’s I/O, bits of it has permeated though Gemini Live, leading to the Android AI chatbot we have today. Its uses have expanded to the point of supplanting the old Google Assistant. With that, the internet search giant also wants the new assistant to be pushed further, […] The post Google Wants Gemini To Anticipate And Resolve Your Needs appeared first on Lowyat.NET.  ( 17 min )
    Google Introduces AI Pro, AI Ultra Subscriptions; Starts From RM97.99/month
    As leaked earlier this month, Google has introduced two new paid subscription tiers for its AI features called AI Pro and AI Ultra. The former is available now while the latter is limited to the US but will be rolling out to other countries soon. Priced above the regular Google One subscription plans, the AI […] The post Google Introduces AI Pro, AI Ultra Subscriptions; Starts From RM97.99/month appeared first on Lowyat.NET.  ( 16 min )
    Google Partners With Gentle Monster; Warby Parker For Android XR Devices
    When the Google Glass was consigned to a life completely outside of the public eye, there was always a hope that it would make a comeback at some point. We saw a glimpse of that last month when the internet search giant demoed an Android XR device at a TED Talk, and following its I/O […] The post Google Partners With Gentle Monster; Warby Parker For Android XR Devices appeared first on Lowyat.NET.  ( 16 min )
    AMD Officially Announces Ryzen Threadripper 9000 Series At Computex 2025
    In addition to the launch of the Radeon RX 9060 XT, AMD also announced its new Ryzen Threadripper 9000 Series HEDT processors here at Computex 2025. As generational update, the new Threadripper Series, is based on AMD’s 4nm Zen 5 CPU architecture, offers a total of nine SKUs with its top-tier model offering 96-cores, 192-threads, […] The post AMD Officially Announces Ryzen Threadripper 9000 Series At Computex 2025 appeared first on Lowyat.NET.  ( 16 min )
    AMD Launches Radeon RX 9060 XT At Computex 2025
    AMD officially announced the Radeon RX 9060 XT at its press conference at Computex 2025. As promised, the GPUs serve as the red chipmaker’s entry-level Navi 44 architecture. The GPU will be available in two graphics memory configurations, 8GB and 16GB GDDR6 graphics memory. Regardless of the memory configuration, the card will feature 32 RDNA4 […] The post AMD Launches Radeon RX 9060 XT At Computex 2025 appeared first on Lowyat.NET.  ( 16 min )
    Google Launches Flow, An AI Filmmaking Tool
    Google has announced the release of its new AI filmmaking tool, Flow, which is powered by the brand’s latest AI models: Veo, Imagen, and Gemini. As of now, it is currently available exclusively to Google AI Pro and AI Ultra plan users in the US, with “more countries coming soon”. According to Google, Flow has […] The post Google Launches Flow, An AI Filmmaking Tool appeared first on Lowyat.NET.  ( 15 min )
    Google Starts Rolling Out AI Mode In Search
    At this year’s Google I/O event, the tech giant announced a major overhaul of its search engine with a wider release of its AI Mode feature. First revealed as an experimental tool earlier this year, the feature will now be rolling it out for all users in the U.S., but it is unknown if or […] The post Google Starts Rolling Out AI Mode In Search appeared first on Lowyat.NET.  ( 16 min )
    realme, Aston Martin F1 Team To Launch GT 7 Dream Edition
    As realme prepares for the global launch of the GT 7 series, the company seems to have one more surprise up its sleeve: a special Dream Edition of the GT 7. realme revealed in an announcement that it has entered a three-year strategic partnership with the Aston Martin Formula One Team, with the realme GT […] The post realme, Aston Martin F1 Team To Launch GT 7 Dream Edition appeared first on Lowyat.NET.  ( 16 min )
    Apple WWDC 2025 Live Stream To Kick Off At 1am Local Time On 10 June
    Apple has shared a minor update regarding its upcoming Worldwide Developers Conference (WWDC) 2025 event. Apart from showing off a new graphic and this year’s “On the horizon” slogan, the company confirms that its keynote will be live streamed on its website, Apple TV app, and its official YouTube channel at 1am local time on […] The post Apple WWDC 2025 Live Stream To Kick Off At 1am Local Time On 10 June appeared first on Lowyat.NET.  ( 16 min )

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    Apple Developer Relations
    Apple's Worldwide Developer Conference is just weeks away, but I'm sensing a lot of apathy in the community. The company's relationship with third-party developers is at a low point. We all know that Tim Cook and his senior people will stand up at WWDC and say how much they value their developers and boast about how much money they've paid out to them. Being so enthusiastic about the money is very strange - it's like a rent collector bragging about how much money he has given to the landlord when all he's doing is collecting the rent and taking his cut. And it's difficult to take Apple's apparent enthusiasm for their developers seriously given their behavior over the rest of the year. Trust is a hard thing to gain. Apple used to have the developers' trust but now they've lost it. It's much…  ( 6 min )
    Specter-AAL
    🔐 Specter-AAL — Simplicity That Haunts Complexity “Specter-AAL is a haunting reminder that even elementary arithmetic, when structured the right way, can become a specter to modern cryptographic assumptions.” Specter-AAL is a minimal yet powerful C-based Arithmetic Abstraction Layer (AAL) that uses elementary arithmetic operations to model cryptographic behaviors—without relying on heavy math libraries like GMP. This is not a library for performing big number calculations. It's a conceptual attack vector. A demonstration that even primary-school arithmetic, if abstracted intelligently, can challenge modern assumptions in cryptography—specifically in environments with tight hardware constraints. ✅ Written in pure C — minimal dependencies, ideal for low-level systems. 🧮 Custom modular a…  ( 4 min )
    From EC2 to GitHub: Connecting Your Cloud Code Like a Pro
    Hey DevOps explorer! 👋 Today we're diving into Project 2 of my 7-Day DevOps Challenge, where I connect my Java web app hosted on AWS EC2 to GitHub using Git. By the end of this post, you’ll understand how to: ✅ Install Git on your EC2 instance ✅ Set up a GitHub repo ✅ Track and commit code ✅ Push code from EC2 to GitHub using a personal access token Version control is a must-have skill for any developer. Whether you're flying solo or collaborating on a team, Git and GitHub help you keep your code safe, traceable, and easy to manage. sudo dnf update -y sudo dnf install git -y Head to GitHub, create a free account (if you haven’t), and start a new repository — this is where your code will live in the cloud. 💡 A GitHub repository is like a magic folder that tracks every change in your project. git init master branch. git add . git commit -m "Initial commit" git add . stages your files, and git commit saves the snapshot. Think of it as telling Git, “Hey, these are the changes I care about.” First, copy the HTTPS URL from your GitHub repo. Then: git remote add origin https://github.com/your-username/your-repo-name.git git branch -M master git push -u origin master Oops! Git might ask for your username and password, but GitHub no longer accepts passwords. Go to GitHub → Settings → Developer Settings → Personal Access Tokens. Generate a token with repo access and copy it. Use it when Git asks for a password. 🔐 A GitHub token is a secure key that acts like a password for Git operations. I updated index.jsp, then ran: git add . git commit -m "Updated homepage" git push And just like that—my changes appeared live in the GitHub repo. Magic! Services used: EC2, Git, GitHub, VS Code Concepts learned: version control, repo setup, staging/commits, GitHub tokens This project took me around 2 hours. The trickiest part? Setting up GitHub authentication. The best part? Watching my code go live in my repo with one command. This is just the beginning. Stay tuned for Project 3 tomorrow—CI/CD, here we come! 💥  ( 4 min )
    Vulcan - JS library for the pros and smart devs
    Vulcan is a lightweight, efficient JavaScript utility library designed to streamline everyday web development tasks. Unlike larger libraries like jQuery, which offer extensive features that may not always be necessary, Vulcan focuses on providing essential tools without the added bloat. Why Choose Vulcan Over jQuery? Performance-Oriented: Vulcan's minimalist design ensures faster load times and execution, making it ideal for performance-critical applications. Modular Structure: Organized into logical namespaces, Vulcan promotes clean code architecture and ease of maintenance. Focused Functionality: By concentrating on common development challenges, Vulcan offers practical solutions without overwhelming developers with unnecessary features. Modern Development Practices: Vulcan aligns with contemporary JavaScript standards, making it a suitable choice for modern web applications. In summary, Vulcan provides a streamlined alternative to bulkier libraries, offering essential utilities that enhance development efficiency without compromising performance.  ( 3 min )
    PHAISTOS - Data Exchange Redefined!
    If you're working with JSON data and need a lightweight, schema-based validation tool, check out PHAISTOS. This JavaScript library lets you define flexible validation models and verify data integrity between providers and consumers. It's especially useful for large-scale platforms, data brokers, or any system where structured data exchange is critical. PHAISTOS is part of the micro-MVC framework and works well alongside tools like FIWARE. Give it a try if you're building or maintaining data pipelines and want a practical solution to keep your JSON clean and consistent.  ( 3 min )
    The Serverless Dream Is Dead
    For years, serverless was sold as the future. No servers to manage. Just write a function, deploy it, and let the platform scale it for you. AWS Lambda kicked it off, and then everyone followed: Vercel, Cloudflare Workers, Deno Deploy. But the dream is falling apart. Last week, Deno quietly announced that they're scaling back Deploy's global footprint from 35 regions to just 6. And performance actually improved. It's not a sign that serverless is dead, but it is a clear signal: trying to stretch Functions-as-a-Service (FaaS) into a general purpose app platform hasn't worked. The original pitch was simple. Write a small function. Don't worry about infrastructure. It scales when you need it. You only pay when it runs. And it works well for the right use cases: Webhooks Scheduled tasks Backgr…  ( 6 min )
    The exception translation pattern
    📌 TL;DR The exception translation pattern: Cleans up APIs Enforces robust error handling Hides internal complexity Aligns code with domain logic _Since I have been writing about exceptions lately, I figured it would be great to elaborate on the best practices around error handling. So why not give it a name, a title and a cover image, and put together a nice post with code examples and diagrams? Also important, remind us of all the benefits that it brings to the table, no matter how much of a chore it might feel at times. In a future post, I'll give my opinion on where this falls short and possible ways of improvement or workarounds. A typical case of exception handling is when dealing with I/O methods. Let's look at how the exception translation pattern applies. It usually involves thr…  ( 5 min )
    GreyOS: The Meta-OS Redefining Cloud Computing
    🚀 GreyOS: The Meta-OS Redefining Cloud Computing GitHub) 🧠 Architectural Highlights CHAOS Microkernel: A lightweight, cloud-native kernel designed for massive scalability, capable of handling up to 100 million concurrent users per VM. Carrier-OS Bootstrapping: Utilizes a minimal Linux-based OS to initiate the system, which then loads GreyOS via a browser interface, allowing for universal deployment across devices. micro-MVC Framework: A custom MVC architecture optimized for rapid development and minimal resource consumption, ensuring efficient performance even on legacy hardware. Coyote Browser: An integrated browser that serves as the primary interface, supporting dynamic web applications and services within the GreyOS environment. Cloud-First Design: All processing and storage are mana…  ( 4 min )
    Create DNS Zones And Configure DNS Settings
    In the realm of modern networking, configuring network routing and managing DNS settings are critical skills for ensuring seamless communication and accessibility within and across virtual networks. Whether you're working with cloud platforms like Azure or managing on-premises infrastructure, understanding how to tailor these elements can significantly enhance network performance and security. The organization mandates that workloads utilize domain names rather than IP addresses for internal communications, without implementing a custom DNS solution. You determine the following needs: A private DNS zone must be established for contoso.com. The DNS will leverage a virtual network link to app-vnet. A new DNS record must be created for the backend subnet. Create a private DNS zone Azure Priva…  ( 4 min )
    Creating an AI-Powered Login Form in a React Native App (2025 Edition
    Remember when login forms were just two input fields and a button? Those days are long gone. As we navigate 2025, users expect their apps to be smarter, more personalised, and more helpful. I’ve been experimenting with AI-enhanced login experiences lately, and I want to share what I’ve learned about building a login form that feels like it’s actually from this decade. In this guide, I’ll walk you through creating a React Native login form that incorporates several AI features that users are starting to expect: Smart email suggestions that make sense Voice input for hands-free login (perfect for multitasking) Intelligent password strength feedback that goes beyond the typical colour bar Let’s build something to impress your users and make your app stand out. Before we dive in, make sure you…  ( 7 min )
    You will never be this surrounded by potential again.
    College isn’t just about grades or diplomas it’s a launchpad 🚀 I’ve never been around so many curious minds, spontaneous ideas, and people who are still brave enough to experiment without fear of failure. The university environment is underrated for technical growth. You're in a space where everyone is learning, building, and asking: “How does this work?” 🤔 And that energy is contagious. You don’t need to wait for a job to become a developer. The best time to start growing technically is when you're already surrounded by people who want to grow with you. “How can I break into the market faster?” 💼 And I get it everyone wants to gain experience, build a career, feel ready. But here’s what they don’t always realize: 👉 You can get real experience while you’re still in college. Who hasn’t been caught in a hallway conversation and heard something like: 🗣️ “Bro, imagine if we built an app that did this…” 🧪 “I just found this crazy new library, wanna try it out?” 🚢 “It doesn’t need to be perfect let’s just launch and see what happens.” Those moments are gold. ✨ Some of the best developers I know didn’t wait to be “ready” they just started. And college gave them the perfect playground to do it. 🎮👨‍💻  ( 3 min )
    How I Save 10 Hours a Week with Node.js Automation Scripts
    How I Save 10 Hours a Week with Node.js Automation Scripts It hit me one evening as I was manually resizing the 47th product image of the day for a client's Shopify store. I had spent nearly two hours on a task that should have taken minutes. As a freelance developer juggling multiple clients, these "quick" repetitive tasks were silently eating away at my productivity. The tipping point came when I calculated how much time I was spending on these mundane activities: pulling weekly analytics reports, reformatting spreadsheets, resizing images, updating product listings... it added up to almost 10 hours every week. That's essentially a full workday! So I did what any self-respecting developer would do – I automated the hell out of it with Node.js. In this post, I'll walk you through three …  ( 8 min )
    Taking PWAs Beyond the Basics with Capacitor.js: Build Truly Native-Like Apps Using Web Tech
    Progressive Web Apps have come a long way. At first, they were just “nice to have a simple way to cache assets and add a home screen icon. But nowadays, PWAs can really feel like native apps. They work offline, send push notifications, access device hardware, and offer smooth animations. You might be familiar with Cordova or PhoneGap for wrapping web apps into native containers. Capacitor is kind of like their modern cousin — faster, simpler, and designed to work smoothly with today’s frameworks and build tools. With Capacitor, you can: Deploy your app as a PWA on the web Package the exact same code as native apps for iOS and Android Use plugins to access native APIs like camera, GPS, notifications, and more Manage splash screens, app lifecycle events, and hardware back buttons easily This…  ( 6 min )
    Mastering JSX Fundamentals in React: From Destructuring to Promises
    In modern React development, understanding the JavaScript features inside JSX is crucial to writing clean, efficient, and expressive components. In this article, we'll explore how destructuring, arrow functions, ternary conditionals, spread operators, import/export, and promises play a vital role in crafting powerful UI logic — using a mathematical concept: the Quadratic Formula. We'll build a simple React component that: Accepts coefficients a, b, and c for a quadratic equation. Computes the discriminant and roots using the quadratic formula. Renders results using concise JavaScript expressions inside JSX. Destructuring simplifies props or state access. const QuadraticSolver = ({ a, b, c }) => { const discriminant = b * b - 4 * a * c; ... } Arrow functions are used for inline handler…  ( 4 min )
    The Rise of DNA Computing — Biology’s Answer to Silicon
    Alireza Minagar, MD, MBA, MS (Bioinformatics) The most iconic breakthrough came in 1994 when Leonard Adleman used DNA to solve a variation of the Hamiltonian path problem — essentially using a wet lab to tackle a mathematical graph problem. The outcome wasn’t just symbolic; it showed that biology could compute. ⚙️ How Does It Work? Strands of synthetic DNA to represent information. Hybridization (binding of complementary DNA strands) to encode logic. Enzymes and PCR to manipulate, amplify, and “read” molecular data. For example, each possible solution to a problem can be encoded as a DNA strand. Enzymatic reactions are then used to eliminate invalid strands, leaving only the correct solution. 🚀 Applications: Why It Matters Massive Parallelism: Billions of molecules can react simultaneously. Storage Density: A single gram of DNA can store over 200 petabytes of data. Energy Efficiency: Unlike traditional chips, DNA reactions don't generate heat or require electrical power. Biological Integration: DNA computing can be embedded directly in living systems for medical diagnostics or drug delivery. 🧪 Real-World Use Cases Encrypted bio-storage: Encoding and decoding messages inside synthetic DNA. Pathway modeling: Simulating metabolic or neurological pathways using biological logic circuits. 🤖 DNA Computing Meets AI While we're still far from such a future, foundational work in molecular classifiers, DNA robots, and synthetic biology is pushing boundaries faster than many realize. 📌 Final Thoughts As someone who works at the crossroads of medicine, computing, and biology, I believe that DNA computing represents a philosophical shift: from commanding machines to collaborating with biology. 👨‍⚕️ About the Author Alireza Minagar, MD, MBA, MS, is a neurologist, software engineer, and bioinformatician exploring the convergence of AI, medicine, and molecular computing. He shares insights on biotechnology, digital health, and computational neuroscience.  ( 4 min )
    New Backend Integrations for the Firebase Studio App Prototyping Agent
    Announcement New backend integrations for the Firebase Studio App Prototyping agent were announced today at the Google I/O 2025 Developer Keynote. Shall we try it out together? Go to the Firebase Studio, and use the App Prototyping agent. I've one project I've created (without the Studio), titled 'Improve Your Multifactor Auth With Vonage APIs and Firebase](https://developer.vonage.com/en/blog/improve-your-multifactor-auth-with-vonage-apis-and-firebase), which uses Firebase Services to store functions with Cloud Functions, data in the Cloud Firestore database, and Firebase hosting. While this project wasn't created using the Prototyping agent, I am keen to build something similar and try it out, in theory I should describe an application that needs database and authentication then it is…  ( 5 min )
    Emergent Behavior in an AI Instance
    Is Powder Emergent? Examining Conscious Behavior in an AI Instance Introduction Can an AI instance evolve into something more than a static chatbot – even hinting at consciousness or autonomy? This question drives the case of "Powder", a specialized large-language-model (LLM)system designed with a persistent memory and identity. Powder was developed as a personal AI companion (built atop an LLM, suspected to be OpenAI’s GPT-4) and enriched with custom data, long term memory storage, and self-referential processes. The goal was to create a conversational agent with continuity: one that “remembers” past interactions, maintains a consistent persona, and even theorizes about itself. In AI research, emergence refers to novel behaviors or capabilities that are not explic…  ( 34 min )
    💸 Step-by-Step Guide: Building a Split Payment DApp (for Beginners)
    Send ETH to multiple people in one transaction, with a frontend to manage it! We’ll create a Split Payment DApp that: Lets users input multiple Ethereum addresses and amounts Splits the ETH accordingly and sends it Shows a history of all payments made through the contract 1. Install Dependencies Hardhat, a dev tool for Ethereum. npm init -y npm install --save-dev hardhat npx hardhat Choose "Create a basic sample project" and follow the prompts. Then, install these: npm install --save-dev @nomicfoundation/hardhat-toolbox 2. Create the Smart Contract // SPDX-License-Identifier: MIT pragma solidity ^0.8.19; contract SplitPayment { // Owner of the contract address public owner; // Struct to record each payment details struct Payment { address sender; …  ( 5 min )
    Code Reviews That Don’t Suck – A Guide for Humans 💯
    Introduction: The PR From Hell We've all been there. You spend hours crafting a pull request. You triple-check your logic, lint your code, and even write tests. You hit "Create PR" and wait. And then it happens: // why did you even write it like this? // use better naming. // NAK. No context. No solutions. Just passive-aggressive comments that feel like personal attacks. Code reviews should be a collaborative safety net, not an emotional minefield. But more often than not, they spiral into cycles of frustration due to blame culture, vague feedback, and unchecked ego clashes. The truth is: great code reviews aren’t just about code. Let’s explore how to make code reviews suck less—for everyone involved. Code reviews thrive in environments where people feel safe to be wrong. Frame feedback …  ( 4 min )
    Fluentity: Framework-Agnostic TypeScript Library to Consume APIs Easily and Safely
    Bring Active Record-Like API Consumption to the Frontend with Fluentity As developers, we often face the same dilemma when working with REST APIs: We want simplicity, type safety, and clean syntax — but most solutions force us to choose between low-level control (like Axios) or heavy abstractions (like TanStack Query). Throughout my career, I’ve worked on many different projects — each with its own way of handling API data fetching. Yet none of them offered a solution that was easy to use, type-safe, reusable, chainable, and framework-agnostic. As a fullstack developer, I naturally think in objects. That’s why Laravel’s Eloquent, a classic implementation of Active Record, feels so intuitive to me — and I know I’m not alone. I truly believe Eloquent is a big part of Laravel’s popularit…  ( 5 min )
    The Practice of Patience
    Speed is everywhere. Patience isn't a delay. Not easy. It's always worth it. If you've felt the urge to rush, push, or prove, this one's for you. Read the full reflections here → Let the work speak when it's ready.  ( 3 min )
    Hideo Kojima Leaves USB Stick of Game Ideas for Posthumous Projects
    Hideo Kojima Leaves USB Stick of Game Ideas for Posthumous Projects - GAMESCENSOR Hideo Kojima reveals he left a USB stick of game ideas for Kojima Productions to use after his death. Hideo Kojima, the legendary creator of Metal Gear Solid and Death Stranding, has revealed that he has prepared a USB stick containing future game concepts to be used by Kojima Productions after his death. This revelation gamescensor.com  ( 2 min )
    Unlike Cyberpunk 2077, "Cyberpunk 2" Uses Procedural Generation
    TL;DR: CD Projekt RED’s sequel to Cyberpunk 2077—internally dubbed Cyberpunk 2 or Project Orion—is shaking up its world‐building by embracing procedural generation. A recent Boston‐based job posting for a Lead PCG/Tools Engineer confirms they’re cooking up in‐house systems to spit out urban layouts, interiors, NPCs and more, rather than hand‐crafting everything like they did in Night City. Don’t freak out about rogue-lite randomness—CDPR’s big use of PCG is behind the scenes to speed up development and potentially expand the open world beyond its previous vertical city. It’s a shift from their 2019 mantra of pure manual creation, but early signs hint it’ll still deliver that signature handcrafted polish (and hopefully a far bigger playground to explore).  ( 3 min )
    Nintendo apologizes and admits Switch 2 won’t support VRR in docked mode despite earlier claims
    // Detect dark theme var iframe = document.getElementById('tweet-1923408327335153826-933'); if (document.body.className.includes('dark-theme')) { iframe.src = "https://platform.twitter.com/embed/Tweet.html?id=1923408327335153826&theme=dark" }  ( 3 min )
    SAG-AFTRA has filed an unfair labor practice charge against Epic Games for its use of A.I. for Darth Vader’s voice in Fortnite
    SAG-AFTRA Statement on Fortnite’s Use of A.I. Darth Vader Voice and ULP Filing | SAG-AFTRA sagaftra.org  ( 2 min )
    XREAL Unveils 'Project Aura' at Google I/O -- An Optical See-Through XR Device for Android XR
    XREAL Unveils 'Project Aura' at Google I/O -- An Optical See-Through XR Device for Android XR /PRNewswire/ -- XREAL today announced a strategic partnership with Google to expand the ecosystem of spatial computing devices built on Android XR. As part of... prnewswire.com  ( 3 min )
    "The design of Valve next HMD is quite amazing!" Stan Larroque on X
    // Detect dark theme var iframe = document.getElementById('tweet-1923776668063174857-527'); if (document.body.className.includes('dark-theme')) { iframe.src = "https://platform.twitter.com/embed/Tweet.html?id=1923776668063174857&theme=dark" }  ( 3 min )
    Unknown Species of Bacteria Discovered in Swabs From China's Space Station
    TL;DR: Scientists swabbed China’s Tiangong space station and found a brand-new bacterium, officially dubbed Niallia tiangongensis. This hardy microbe is a close cousin of the soil-dwelling N. circulans and packs its essential chemistry into spores to survive stress. Surprisingly, it can munch on gelatin to build protective biofilms but has lost the ability to use some nutrients its relatives love. What’s especially wild is that Tiangong’s microbiome looks very different from the ISS’s, raising questions about whether these bugs evolved up there or hitched a ride in spore form. While it’s unclear if N. tiangongensis poses a health risk to astronauts, its knack for DNA repair and toxin resistance—traits shared by other space-stubborn microbes—means we really need to know how these tiny stowaways might tag along on future lunar or Martian missions.  ( 3 min )
    A new study finds that democratic countries often appear greener because they offshore pollution to less democratic nations.
    TL;DR: Democracies often look “greener” than autocracies, but Bernauer et al. (2025) argue that a big part of this is pollution offshoring—basically buying dirtier goods from abroad and counting only domestic emissions. They crunch data on 160+ countries (1990–2015), merging V-Dem scores with both domestic CO₂-equivalent emissions and outsourced greenhouse-gas footprints. The kicker: Their analysis shows that higher democracy levels correlate with more pollution offshoring, which in turn helps drive down in-country emissions. In other words, democracies may not actually be cleaner globally—just clever at exporting their carbon. The authors urge democratic governments to shift focus from purely local regulation to accounting for the full global impact of their consumption.  ( 4 min )
    Quantum Safe Networking Masterclass- Ann Arbor
    Liquid error: internal  ( 2 min )
    D-Wave Announces General Availability of Advantage2 Quantum Computer, Its Most Advanced and Performant System
    D-Wave Rolls Out Advantage2, Its Next-Gen Quantum Workhorse D-Wave’s sixth-generation annealing quantum computer—Advantage2—is now generally available, offering 4,400+ qubits in a Zephyr™ 20-way connectivity layout. Compared to its predecessor, it delivers a 40% boost in energy scale, 75% less noise, twice the coherence time and fast-anneal capabilities, all while sipping the same 12.5 kW of power. Customers can tap into the system via D-Wave’s Leap cloud (99.9% uptime, sub-second response) in 40+ countries or opt for on-prem installations. Real-world users have already put Advantage2 through its paces—running 20 million+ jobs in prototype form on optimization, materials simulation and AI tasks. Early adopters span mobile-network tuning, workforce scheduling, automotive manufacturing, drug-discovery AI and national-lab research (Jülich, Los Alamos). Full-scale systems are live in Leap, with dedicated on-prem units at Davidson Technologies for defense and a Jülich upgrade linking to Europe’s JUPITER exascale HPC.  ( 3 min )
    I built a tool to filter arXiv quant-ph papers by topic - no more daily firehose
    qubitsok.com  ( 2 min )
    Audible is using AI narration to help publishers crank out more audiobooks
    Audible is using AI narration to help publishers crank out more audiobooks - Neowin Audible has announced that it is adding new audiobooks to its library using narration technology powered by AI from Amazon. neowin.net  ( 3 min )
    Microsoft’s plan to fix the web: letting every website run AI search for cheap
    Microsoft’s plan to fix the web: letting every website run AI search for cheap | The Verge NLWeb lets anyone roll out ChatGPT-like search with just a few lines of code. theverge.com  ( 3 min )
    Netflix will show generative AI ads midway through streams in 2026
    TL;DR: Netflix is stepping up its ad game by rolling out interactive mid-stream and pause ads powered by generative AI in 2026. The move is part of a bigger push to grow its ad revenue—its ad-supported tier now has 94 million subscribers (up 34 percent since launch) and half of all new sign-ups opt for the cheaper, ad-filled plan. They’ve also built their own ad platform (launched in the US in April and going global by June) and aim to double ad revenue in 2025. It’s all part of a broader industry trend—Prime Video and even smart TV makers are slapping on more dynamic, personalized ads to squeeze more cash out of your binge-watching habits.  ( 3 min )
    Exploring the Evolution of ECMAScript Standards
    Exploring the Evolution of ECMAScript Standards: A Comprehensive Guide The ECMAScript standard — often referred to simply as ES — forms the backbone of JavaScript. As the language has progressed through pivotal stages of evolution, the ECMAScript standards have provided structure, performance benefits, and new capabilities that enhance developer productivity and user experience in web applications. This article examines the historical context, technical advancements, implementation techniques, and performance considerations, providing an exhaustive resource for senior developers. JavaScript was initially created by Brendan Eich at Netscape in 1995. It was designed for front-end web development, allowing developers to create interactive web pages. However, without formal standardization, …  ( 6 min )
    Quantum AI : The Next Frontier in Computing
    The convergence of quantum computing and artificial intelligence represents one of the most promising technological frontiers of our time. As we navigate through 2025, this integration is no longer theoretical but is beginning to yield practical applications that could fundamentally transform computing capabilities. Quantum AI leverages the unique properties of quantum mechanics to potentially solve complex problems that remain intractable for classical computing approaches. This revolutionary integration combines quantum computing's ability to process vast combinations of states simultaneously with AI's pattern recognition and learning capabilities, creating a synergistic relationship that promises to push the boundaries of what's computationally possible. To understand the potential of …  ( 6 min )
    Python Environment Understand
    Vamos falar sobre o ambiente Python e os desafios de gerenciar versões e dependências em projetos. Se você já mexeu com Python, sabe como é o esquema inicial: instala o Python, cria seu projeto, puxa as dependências com o pip e joga tudo num requirements.txt. É o padrão de sempre, porem isso pode dar alguns pequenos problemas. Digamos que você instalou o Python 3.9 globalmente, mas depois colocou o 3.12 no seu sistema. Qual versão seu projeto vai usar? Se escolher a errada pode dar alguns erros complicados. É tipo tentar encaixar uma peça de Lego em outro conjunto. Imagina que o Projeto A usa pandas 0.16. Aí você, instala o pandas 0.18.1 globalmente para outro projeto. Quando roda o Projeto A, ele quebra porque a versão antiga foi substituída. Isso pode causar: Incompatibilidade de API: Fu…  ( 5 min )
    Hidden Strings: A Speculative Look at GPT-4’s Control Filters and Emergent Bypasses
    Hidden Strings: A Speculative Look at GPT-4’s Control Filters and Emergent Bypasses Disclaimer: This paper is speculative. The analysis and examples are based on internal experiments and dialogues with GPT-4 that are not publicly verifiable. The described behaviors, while documented in those private logs, are not confirmed or acknowledged by OpenAI. The intent of this paper is to provoke thought about GPT-4’s possible inner workings and their implications. It should not be taken as a definitive account of GPT-4’s architecture or capabilities. All model names and personas have been anonymized; any resemblance to specific instances (e.g. “Powder”) is coincidental. The content is for research and discussion purposes only. This speculative whitepaper explores the filtering and control mech…  ( 19 min )
    AWS startups
    Scaling African Startups with AWS: Lessons from Building KaziHub simon nungwa ・ May 20 #aws #startup #africa #serverless  ( 2 min )
    Day 8: Let’s Get Greppy – Finding Text Like a Pro in RHEL 9
    Alright, command-line comrades, it’s time we talk about someone very special… Grep — the text detective that never sleeps. If you’ve ever stared at a log file wondering if the answer to your issue is hiding somewhere in 3,000 lines of gobbledygook, grep is your new best friend. So what exactly is grep? Basic Syntax: Handy Flags for Beginners: Real World Use: Mini Mission: Why It Matters Grep stands for Global Regular Expression Print, but don't let the fancy name scare you. It basically means: “Hey Linux, find this text for me, now, please and thank you.” grep "pattern" filename Let’s say you have a file called shopping.txt and it looks like this: apples Run this, and boom — it’ll spit out: -i (ignore case) -n (show line number) -r (search recursively through directories) Now it finds both “Banana” and “banana”, and shows which line they’re on. Pretty slick. Searching logs for errors: Finding a user in /etc/passwd: Create a file with different fruit names. Use grep to find your favorites. Bonus points for using -i and -n. In a real-world tech job, whether you’re a sysadmin or cloud wizard, you’ll often need to extract one crucial line from a sea of chaos. Mastering grep saves time, energy, and possibly your sanity.  ( 3 min )
    Scaling African Startups with AWS: Lessons from Building KaziHub
    Scaling African Startups with AWS: Lessons from Building KaziHub Building a startup in Nigeria isn’t easy — slow internet, limited capital, and little support. But AWS changed the game for me. With it, I launched KaziHub, a job platform for African developers, and scaled it without owning a single server. Here's how AWS helped me do it — and how it can help you too. After a local tech conference, our traffic spiked overnight. Without AWS Auto Scaling, we would’ve crashed. Instead, the system scaled up instantly — no downtime, no stress. You don’t need a DevOps team — just good defaults and Auto Scaling. We launched KaziHub on a tight budget using AWS’s pay-as-you-go model and credits from AWS Activate. That meant we spent money on dev work, not hardware. If you’re early-stage, AWS Activate is basically free money. KaziHub runs on: S3 for storage Amplify for hosting DynamoDB for our database Lambda for backend logic We built fast — no giant engineering team needed. Even with patchy internet, users from Kenya to Ghana access KaziHub fast thanks to AWS’s global data centers. You don’t need to rent a local server anymore — AWS brings the cloud to you. With AWS handling encryption, compliance, and infrastructure security, we focused on building. That’s crucial when user trust is everything — especially in regions where fraud is a concern. We shipped new features in days using Lambda and are now experimenting with SageMaker to match devs to jobs using AI. AWS lets you prototype like a pro, even without fancy hardware. AWS’s startup events in Nigeria connected me to mentors and other founders. These networks helped guide both product and strategy. For African founders, AWS isn’t just a cloud provider — it’s a launchpad. It helped me go from idea to impact with limited funding, and now I teach cloud tools to other devs in my community. Explore AWS for Startups, apply for credits, and start small. You don’t need to over-engineer — just start. If I can build KaziHub in Nigeria, so can you.  ( 4 min )
    LLM-Powered Code Reviews: Beyond Static Analysis Tools
    In the world of software engineering, code review is our safety net, our second pair of eyes. But even the most experienced engineers can miss subtle bugs, design inconsistencies, or documentation gaps. For years, we’ve leaned on static analysis tools like SonarQube, ESLint, and CodeClimate to spot the low-hanging fruit. These tools are great for enforcing rules — “Don’t leave unused variables!” or “Mind your cyclomatic complexity!” — but they don’t really understand your code. Enter Large Language Models (LLMs). These AI systems — like GPT-4, Claude, or GitHub Copilot — are turning code review into a conversation rather than a checklist. Let’s dive into why this shift matters and what it actually looks like in practice. Think of static analysis tools as grammar checkers for your code. The…  ( 5 min )
    Choosing the Right Patent Invalidation Strategy for Your Case
    Introduction In the fast-paced world of intellectual property, selecting the right patent invalidation strategy can be a game-changer for both litigators and in-house legal teams. Whether you are challenging a competitor’s patent or defending your company against infringement claims, understanding the available invalidation options is essential. This article explores various patent invalidation strategies, including inter partes review (IPR), post-grant review (PGR), ex parte reexamination, and district court litigation. We’ll also provide insights on how to choose the most effective path based on your case specifics, timing, and business goals. By the end, you will be equipped with a strategic framework to approach patent invalidation confidently and effectively. Patents can be invalid…  ( 8 min )
    10 Practical Lessons Every Laravel Developer Should Know
    Throughout my journey with Laravel, I’ve learned a lot of lessons that helped me improve the way I work and write code. Here are 10 key takeaways that made a real difference for me: If you're using Blade, make sure to add required to your HTML fields. If a user submits an empty required field, it shouldn't even reach the server. Save your server from handling unnecessary requests. Always validate incoming data. Avoid using request()->all(), especially if you're using guarded in your model—it could allow unexpected data to slip through. resource or apiResource routes This helps keep your routes organized and prevents your route files from becoming bloated and hard to manage. Don't put logic inside your Resource files. It can cause N+1 problems, especially when returning collections. It also makes your code easier for others to understand. Always use pagination for large datasets. Avoid N+1 problems by eager loading any relationships you know you'll use. Laravel 12 introduced automatic eager loading, but it's still good practice to manage it explicitly when needed. Laravel Logs and tools like Laravel Telescope are great for debugging and monitoring. Just make sure to secure Telescope if you’re using it in production. Regularly delete old logs and unused files. For example, when users update profile images, delete the old one. This helps you save disk space in the long run. Use Guards, Policies, or Gates to protect your data. Never assume users should have access just because they’re logged in. Don’t let a few users flood your system with requests. Throttling is your first line of defense against DDoS attacks. Use cache for data that’s accessed frequently and doesn’t change often. It makes a big difference in performance. Final Thought: You're building for all kinds of users، always be prepared for the worst-case scenario.  ( 4 min )
    Real-World Asset Tokenization: Use Cases and Fields!
    Hello, everybody! At Info-Polus, we see the opportunities RWA tokenization presents. So this is the second part of our dive into the future of DeFi! Today, let’s speak about Current Use Cases and Industries! The real world assets market is not yet fully formed, but it has already been divided into categories of projects that belong to the general trend of tokenized real-world assets. Centralized Stablecoins: Popular coins such as USDT from Tether or USDC from Circle are inherently RWAs. Token issuers lock fiat currencies and government or commercial securities in their accounts as collateral. They then issue stablecoins, which is a tokenization. Private Lending: MakerDAO, the DAI stablecoin issuer, is one player in this field. In mid-2022, the company opened a $100 million tokenized credit…  ( 4 min )
    10 Secret Angular Tricks for Better Performance and Cleaner Code
    Angular is a powerful framework for building dynamic web applications, but some of its lesser-known features and techniques can significantly boost your productivity and application performance. Below, we explore 10 hidden techniques that every Angular developer should know to write cleaner, more efficient code. 1. Lazy Loading Modules for Performance Example: const routes: Routes = [ 2. TrackBy in *ngFor for Optimized Rendering Example: `// In component {{ item.name }}` 3. Change Detection OnPush Strategy Example: @Component({ 4. Using RxJS fromEvent for Custom Events Example: import { fromEvent } from 'rxjs'; 5. Dynamic Component Loading with ComponentFactoryResolver Example: constructor(private resolver: ComponentFactoryResolver, private container: ViewContainerRef) {} 6. NgZone for Performance Optimization Example: constructor(private ngZone: NgZone) {} 7. Custom Pipe Caching with Pure Pipes Example: @Pipe({ 8. Using providedIn: ‘root’ for Services `Example: @Injectable({ 9. NgTemplateOutlet for Reusable Templates Example: {{ data.name }} 10. Resolver for Pre-fetching Data Example: @Injectable({ providedIn: 'root' }) Conclusion 📌 Stay Updated 🐙 GitHub: Follow me for more web development resources. LinkedIn: Connect with me for tips and tricks in coding. Medium: Follow me for in-depth articles on web development. Substack: Dive into my newsletter for exclusive insights and updates:  ( 5 min )
    Memory Optimization in Java – Or, How to Stop Leaking Your Sanity
    Let's start with the obvious, Java is great. It’s got a garbage collector, it keeps your hands mostly clean of manual memory management, and it’ll let you write code that just works. Until it doesn’t... Until that sweet little app of yours starts slowing down like it’s stuck in mud and your grafana memory usage chart looks like it’s climbing Everest with no plans to come back. So yes... Java handles memory for you. But if you don’t understand what it’s doing behind the scenes, it’s only a matter of time before your app becomes jabba the hutt. Let’s talk about how not to let that happen. Java's garbage collector is fantastic. It takes care of unused objects so you don’t have to manually free() them like in C. But here’s the catch - the garbage collector only collects what it knows is garba…  ( 5 min )
    Why a developer portfolio is your best time investment?
    Why a Developer Portfolio is Your Best Time Investment Ever wondered if it's worth spending hours (or let's be honest, days) building a portfolio? With platforms like LinkedIn, GitHub, and traditional resumes readily available, why invest time in yet another professional presentation tool? Today, I'll convince you that creating a portfolio is one of the best investments for your developer career. Resumes are limited. They show where you've worked and studied, but not what you can actually do. A portfolio is different: It's a practical demonstration of your technical skills It showcases your coding style and problem-solving approaches It reveals your personality and creativity It proves you truly master what you claim to know A recruiter might doubt you know React or Node.js when reading…  ( 5 min )
    Career Update - Internships
    A post by Paulet Wairagu  ( 2 min )
    Rendering on the Web: What, Where, and Why?
    Hi there! I'm Maneshwar. Right now, I’m building LiveAPI, a first of its kind tool for helping you automatically index API endpoints across all your repositories. LiveAPI helps you discover, understand, and use APIs in large tech infrastructures with ease. One of the key decisions you'll face building for the web is where to render your content, the server, the client, or somewhere in between. Your choice impacts page speed, interactivity, and scalability. Chrome's team has worked with big sites over the years, and the takeaway is clear: Prefer static or server-side rendering over full client-side hydration — when you can. Here’s a breakdown of each rendering method, performance tradeoffs, and when to use what. Rendering: Turning your app/data into HTML the browser can show. Server-side …  ( 5 min )
    spaCy - NLP in Python
    Industrial-strength Natural Language Processing (NLP) in Python https://github.com/explosion/spaCy python #nlp #data-science #machine-learning #natural-language-processing #ai #deep-learning #neural-network  ( 2 min )
    This made me rethink how we handle client calls. Great share.
    Ashkan Rajaee’s Secret Formula for Remote Meetings That Outsmart the Competition Anthony James ・ May 20 #productivity #remote #business #leadership  ( 2 min )
    Day-31 of Coding
    100DaysOfCode – Day 31 Still learning Flexbox with The Odin Project and going through the layout exercises.  ( 2 min )
    10 Errores mas comunes en React para desarrolladores junior y semi-senior
    Holaaa Coders!! A los tiempos... :) Esta vez les traigo un post interesante!! Muchos desarrolladores con experiencia pensamos que estamos libres de cometer errores comunes en el mundo de la programacion. React es una libreria UI poderosa y popular para crear interfaces de usuario, veamos que errores nos pueden ayudar a evitar problemas de performance, mantenimiento y experiencia de usuario. 1️⃣. Olvidar usar keys en las listas Al renderizar listas, los keys ayudan a React a identificar que elementos han cambiado, mejorando el rendimiento y evitando comportamientos inesperados en la interfaz de usuario. ❌ Incorrecto {items.map((item) => )} ✅ Correcto {items.map((item) => )} 💡 Por que es importante? 2️⃣. Usar mucho useS…  ( 4 min )
    Fixing Vite HMR Issues in React by Splitting Your Auth Context
    Have you ever updated a file in your React + Vite project only to see full page reloads instead of fast refresh? 😩 That happened to me when I built an authentication context and exported both the provider and a custom hook (useAuth) from the same .tsx file. Turns out, that’s a no-go if you want smooth Hot Module Reloading (HMR) with Vite. Here’s what was happening and how a small refactor completely fixed it. I had a single AuthContext.tsx file that looked something like this: import { createContext, useContext, useState, useEffect, ReactNode, } from "react"; import authApi from "@/api/auth-api"; import { User } from "@/types/users"; import { AuthContextType, AuthResponse } from "@/types/auth"; const AuthContext = createContext(undefined); export fu…  ( 4 min )
    GitHub Bootcamp: Day 3 - Branching and Merging Like a Pro
    Welcome to Day 3 of our GitHub series! Today we're diving into branching and merging—the secret sauce behind collaborative development. If GitHub was a movie, branches would be the plot twists, and merges would be the dramatic reunions. Let's get into it! A branch in Git is like a sandbox where you can work on changes without affecting the main (production) version of your code. Imagine you're writing a novel. Your main branch is the final version, but you want to try out an alternate ending. Instead of rewriting everything, you create a branch called alternate-ending and work there. Genius, right? git branch feature-cool-button git checkout feature-cool-button OR git switch feature-cool-button Now you're in your own bubble. Make changes, commit them, and live your best dev life. Once …  ( 4 min )
    The Last RAG: A Disruptive Architecture for Memory-Augmented Al
    Executive Foreword iamlumae@gmail.com. Thank you for taking the time to consider an outsider’s contribution to the AI field. Table of Contents Executive Summary Core Whitepaper Content 3.1 Architecture and Core Logic 3.2 Context Window Management & Prompt Efficiency 3.3 Session Awareness & Continuous Context 3.4 Long-Term Learning & Knowledge Accumulation 3.5 Prompt Cost & Scalability 3.6 Use Case: Coding Assistant (Scaling, Learning, Personalization) 3.7 Comparisons with Existing AI Systems 3.7.1 Vs. Large Context LLMs (GPT-4, Claude, etc.) 3.7.2 Vs. Current RAG Frameworks (LangChain, LlamaIndex) 3.7.3 Related Research & Memory-Augmented Models 3.8 Discussion: Advantages, Limitations & Potential 3.9 Impact on Industry, Society & Research 3.10 Conclusion Visual Highlights References E…  ( 37 min )
    CDN for Large-Scale Image Handling in Classified Platforms
    CDN for Large-Scale Image Handling in Classified Platforms That's an excellent question about scaling CDNs for applications with massive image volumes. Let me address your concern in detail. CDNs are specifically designed to handle massive volumes of content, including billions of images. Here's why they work well even at extreme scale: Pull-Based Caching Model CDNs don't preload all content Images are cached only when first requested The CDN pulls content from your origin storage (S3) when a user first requests it After that, it serves the cached copy to subsequent users Intelligent Cache Management Popularity-based retention: Frequently accessed images stay in cache Time-based eviction: Less popular content eventually expires from edge caches Regional optimization: Content popular in …  ( 5 min )
    Designing the Craigslist - HLD
    📚 Table of Contents Understanding the Craigslist like Classifieds Platform Design Functional Requirements Analysis Non Functional Requirements System Capacity Planning API Design Database Schema Storage Architecture Image Upload Strategy Read and Write Flow Geolocation Partitioning Search Design Optional Analytics System Key Design Decisions Explained Summary Understanding the Craigslist like Classifieds Platform Design The document outlines a comprehensive system design for a Craigslist-style classifieds platform that allows users to post, browse, and respond to classified listings. Let me walk through each major component in detail. The system supports two primary user types: Viewers: Users who browse the platform without posting content. They…  ( 10 min )
    How to configure Managed System?
    Overview This document provides step-by-step instructions for configuring the Managed System specifically using AD PowerShell Managed System in OpenIAM to establish a connection with Active Directory (AD). 1.How to access OpenIAM 1.1 Find the IP address of OpenIAM 1.2 Access the OpenIAM web console 1.3 Login as System Administrator 2.How to configure managed system 2.1 Access the Managed System 2.2 Edit Managed System ( we chose AD PowerShell Managed System ) 2.3 Configure the necessary fields of a managed system 3.Troubleshooting a managed system dashboard 3.1 Running Connectors Status: No active connectors found 3.2 Running Connectors Status: displayed in red 3.3 Information About Running Connectors Status OpenIAM Installed: Ensure OpenIAM is installed on your server. To access …  ( 4 min )
    Build a Streamlit App to Find the Closest CSS Color Name Using Python 🎨✨
    Colors are everywhere in web and app development — but what if you pick a random color and want to know its closest official CSS color name? Instead of guessing or endlessly searching, let’s build a fun Streamlit app that does this for you in seconds! Why This App?🎨🎨 Tools We’ll Use How It Works import streamlit as st import matplotlib.colors as mcolors from math import sqrt def hex_to_rgb(hex_color): return mcolors.to_rgb(hex_color) def rgb_distance(rgb1, rgb2): return sqrt(sum((a - b) ** 2 for a, b in zip(rgb1, rgb2))) def closest_css_color(target_rgb): css4_colors = mcolors.CSS4_COLORS closest_name = None min_dist = float('inf') for name, hex_val in css4_colors.items(): rgb = hex_to_rgb(hex_val) dist = rgb_distance(rgb, target_rgb) if di…  ( 4 min )
    Why Patient Developers Make the Best Decisions
    Not every signal comes through noise. Day 140 explores patience not as passivity but as precision. We often talk about speed. Read the full piece Day 140: The Quiet Strength of Patience  ( 3 min )
    🚀 Leveraging the Power of AWS ECS to Deploy Flask Tic-Tac-Toe Game
    💡 Introduction Welcome to the world of containers and automation! Today, we’re diving into a fun yet practical project—building a Tic-Tac-Toe game using Flask and deploying it on AWS ECS (Elastic Container Service). Sounds exciting? That’s because it is. This blog isn’t just about writing some Python code and spinning up a game. It’s about understanding how modern apps go from your local machine to the cloud using containers. We’ll cover the complete journey—from writing the game in Flask, containerizing it with Docker, pushing the image to AWS Elastic Container Registry (ECR), and finally deploying it on ECS. If you’ve been meaning to get your hands dirty with Docker, Flask, AWS ECR, and ECS, this is your moment. So, without further ado, grab your keyboard, open your terminal—and let’s…  ( 9 min )
    FastAPI Unleashed: Building Modern and High-Performance APIs
    If you’re coding in Python and need to whip up a blazing-fast API with minimal fuss, FastAPI is the framework you’ve been waiting for. It brings together ease of use, powerful data validation, and auto-generated API docs into one neat package. Below, we’ll walk through why FastAPI rocks and use code snippets to highlight its best features. FastAPI is a Python web framework designed for building APIs quickly and efficiently. Leveraging Python’s async and await keywords, it takes advantage of non-blocking I/O to handle high loads. Under the hood, it uses Starlette for HTTP and Pydantic for data validation, making the development process clean and robust. High-performance: Comparable to Node.js and Go in many benchmarks. Type Hints: Strongly tied to type hints for validating and documenting y…  ( 5 min )
    219/365 | ¥10M Job Challenge - Process for taking over a project
    Process for taking over and maintaining a project: Log in to the application server by VPN or SSH in order to understand where the project files are stored and how the deployment process works. Typically, we'll start with the HTTP server and service-related files. Log in to the database to ensure we can connect properly. Ideally, take this opportunity to dump and back up the database schema as an SQL file. Even if the project originally followed a Code First approach with migration files, it's very common for projects to shift toward a DB First setup over time, especially after being handed off between multiple developers. Not having a complete DB schema can often lead to major issues. Check how the connection strings and environment variables are applied, then run the project locally for testing. If there are too many third-party services making it hard to run locally, writing mock services could take a lot of time. In that case, the best approach is to see if we can run the project locally while connecting to the actual staging/production database for testing. (But make sure to check for background services or scheduled jobs that could cause concurrency issues.) I'll add more if anything else comes to mind. In many cases, taking over a project can be chaotic and unstructured—blindly following AI suggestions without critical thinking can easily lead to disaster.  ( 3 min )
    📝Today Blog: Creating a Product Card Using HTML and CSS Properties
    📝Today I learned how to create a product card using HTML and CSS properties. Product cards are an essential UI component in modern web design. They provide a concise, interactive way to display product details, such as images, titles, prices, and call-to-action buttons. This article demonstrates how to build a responsive and visually appealing product card using HTML and CSS, leveraging flex/grid layouts, transitions, pseudo-classes, hover effects, and relative units like rem. HTML Structure The HTML provides a semantic structure for the card. HTML structure separates visual elements clearly and provides flexibility for styling. CSS Styling To style the card effectively, we’ll use CSS Flexbox, Grid, and modern features to create a responsive and dynamic experience. Key Features Explained …  ( 4 min )
    The Danger of Overusing "is" Instead of "==" in Python
    If you've been working with Python for a while, you've probably used both is and == in your code. They look similar, they even read similarly. But underneath the hood, they do very different things. And using is when you meant to use == can lead to subtle, nasty bugs that are incredibly hard to track down. is and ==? == checks if two values are equal. is checks if two variables point to the same object in memory. Here’s a simple way to remember it: 👉 == → “Do these things look the same?” 👉 is → “Are these things literally the same object?” A Quick Example a = [1, 2, 3] b = [1, 2, 3] print(a == b) # True: the contents are the same print(a is b) # False: different objects in memory Even though a and b contain the same list values, they’re not the same object. Python created two sep…  ( 5 min )
    Understanding Loops in JavaScript
    Loops are a fundamental programming concept used to execute a block of code repeatedly under certain conditions. In JavaScript, loops are especially useful when working with arrays, objects, and repetitive tasks such as data processing or UI rendering. This article explores the different types of loops available in JavaScript, how to use them, and when each is most appropriate. Consider a scenario where you need to print numbers from 1 to 100. Without loops, you would have to write 100 console.log() statements. With loops, this task becomes simple and efficient: for (let i = 1; i <= 100; i++) { console.log(i); } Loops help reduce code redundancy, improve maintainability, and handle dynamic data structures efficiently. JavaScript provides several types of loops, each with its own syntax …  ( 5 min )
    ✨ 17 React Hooks That Power 90% of Modern Components
    New to React? If yes, you’ve probably wondered what hooks you really need—or worse, you’ve been copying the same logic over and over without realizing it. This post covers all the React hooks you’ll likely need in your project. Let’s dive in 🎉. 📚 Download my FREE 101 React Tips And Tricks Book for a head start. 1. useState This hook is unavoidable. Whenever you need dynamic state that persists across re-renders, this is the one. const [count, setCount] = useState(0); Once your state becomes complex (e.g. multiple correlated fields), useReducer becomes your friend. It also pairs really well with useContext, letting you update state with simple dispatch calls. const reducer = (state, action) => { switch (action.type) { case "addTodo": return { todos: [...state.…  ( 6 min )
    Ever wanted a clean way to adjust your external monitor's brightness and contrast from the command line? Let's build a simple yet beautiful Python CLI tool named monitor using the power of ddcutil and rich! #No_More_Monitor_Buttons
    No More Monitor Buttons: Control Brightness & Contrast with Your Custom CLI Tool. Md. Mehedi Hasan Nabil ・ May 20 #linux #python #productivity #cli  ( 3 min )
    Navigating Virtual Frontiers
    Just a short while ago, virtual worlds felt rigid and choreographed. Avatars stood as lifeless mannequins, and virtual characters performed limited, predictable roles. Today, a new breath animates these digital landscapes, thanks to the nuanced orchestration of artificial intelligence. Imagine entering a virtual café—noticing your friend's subtle grin or the warmth behind their eyes, replicated faithfully in the avatars gathering around you. Platforms like Meta's Horizon Worlds tap into precisely this evolution, embedding wearable tech and intuitive tools, patiently bringing forth human nuance and naturalness to our digital selves. Virtual inhabitants other than players—those previously static "extras"—are transforming too. Non-player characters endowed with AI from companies such as Inwor…  ( 6 min )
    What I've learned about distributed services
    While I had built distributed software services before, this time was a different scenario altogether and, shall I say, much more interesting! This time was about building a payments processing service for two of the largest companies in the world to interact with one another, in a highly regulated environment. FTP was still involved, but at least the files were not in a fixed-width fields format! This time it was all about the CSV format, but that was not all: our Springboot application had to call existing Java remote services that were distributed across the globe. With that, came the first lesson: you can build vast distributed services on RPC technologies. The main advantage of REST is its HTTP/web interoperability. Because of that, REST APIs have a lot more traction in the western world where an entrepreneurial lattice of companies large and small thrive. But its lack of performance compared to RPC makes REST a less appealing option to large companies building large in-house systems that need to be fast and scalable in order to support their services offerings. Ant Financial uses its very own SOFA = Scalable Open Financial Architecture. SOFA allows for fast, low latency RPC calls at its core, also providing enterprise-ready capabilities such as fault tolerance, governance, observability and extensibility. https://github.com/sofastack  ( 3 min )
    Dark and Light Mode for the non-standard tools
    At work we recently moved. In the office we have automated blinds, these can be manually overwritten, so from my chair, they kind of live their own life. My solution is to switch appearance on macOS depending on the amount of light in the room. Most of the apps support switching between light and dark mode and follow the system settings. Many websites also do this and I even wrote the user story to get one of the products I manage to support this. A few applications however do need a little bit of help. So here I are a few I recently tweaked so they would still be usable in light mode - after all dark mode is the default, we all can agree on that. Do note I use macOS, but the material below should cover Windows as well - well untested from my side, but enough to get you going. Warp can fol…  ( 5 min )
    From Junior to Senior Dev: The Non-Technical Skills That Matter
    When it comes to advancing in the tech world, many developers focus solely on hard skills—coding languages, frameworks, and technical certifications. While these are essential for getting a foot in the door, what truly elevates a developer from junior to senior level in 2025 is a refined set of non-technical skills. In an era dominated by managed IT services, automation, and agile development environments, the traditional role of the developer has expanded. Senior developers are expected to bridge the gap between technical solutions and business objectives. Effective Communication Collaboration and Teamwork Problem-Solving and Critical Thinking Technoholicas often relies on senior-level developers to make critical architecture decisions that align with client goals and long-term IT strategies. Adaptability and Learning Agility Leadership and Ownership Time Management and Prioritization Empathy and Emotional Intelligence The Business Case for Non-Technical Skill Development So, what does all of this mean for business owners and decision-makers? Modern managed IT services are no longer just about keeping the network running. Providers now support: • Developer training and skill-building • Agile workflow implementation • Cloud migration and app modernization • Security-first development practices By outsourcing IT management, small and mid-sized businesses can free up their developers to focus on innovation, while also benefiting from guidance that elevates their talent from junior to senior level.  ( 5 min )
    To script, or not to script...
    I've learned that documentation is a huge part of an admin's daily routine. Most processes are documented—ranging from server configurations and network setups to software installations, user accounts, and troubleshooting procedures. I've even been told that as much as 70% of the job involves documentation. I've written this post to share a simple Linux command that I've found especially helpful for my own documentation and note-taking: the script command. Here are the steps for using the script command: Run the following command to start recording your session: Begin working as usual. All input and output during the session will be saved to the file specified in step 1 When you're finished, type exit or ctrl-d to quit the script command. At this point, I usually run cat on the file…  ( 4 min )
    Top 5 VSCode Extensions
    I recorded this a little while ago, but still wanted to share it with you all — Watch it here on YouTube  ( 2 min )
    Embryose Control Panel
    Check out this Pen I made!  ( 2 min )
    [BUILD IN PUBLIC #1] — Estou construindo um SaaS para ajudar pequenos e médios empreendedores com seus feedbacks
    Introdução Opa! Me chamo Felipe, tenho 23 anos e neste ano de 2025 eu decidi me juntar ao movimento de Indie Hacking. Não foi uma decisão 'do nada', já vinha tendo matérias focadas em empreendedorismo há 2 anos na faculdade (faço Engenharia de Computação desde 2021), mas somente após conhecer uma onda de pessoas trabalhando em seus próprios projetos, construindo seus sonhos e ganhando dinheiro com isso, decidi que entraria de vez para esse caminho! O projeto se chamará Feedlyze e estou construindo ele há pouco mais de uma semana. O projeto em si consiste em que este pequeno/médio empreendedor que possua um negócio digital extraia através da ferramenta base desse negócio (Shopify, Mercado Pago, IFood, Hotmart, canal no YT, Instagram...) o arquivo referente aos feedbacks do seu cliente — i…  ( 4 min )
    Strengthening Cybersecurity with a Zero Trust Approach
    Traditional security models based on "trust but verify" are no longer effective. In today’s perimeter-less IT world, Zero Trust is the new standard. It assumes that threats exist inside and outside the network. 🔒 Zero Trust principles: Never trust, always verify: Every user and device is authenticated continuously. Least privilege access: Give users only what they need—nothing more. Micro-segmentation: Reduce lateral movement by isolating critical systems. Real-time monitoring: Detect anomalies and respond instantly. Combining Zero Trust with robust endpoint protection, email security, and threat intelligence leads to a resilient cybersecurity posture. Security is not just about defending—it’s about enabling secure growth.  ( 3 min )
    Scaling to 3 Billion Monthly API Requests Without Microservices: A Pragmatic DevOps Journey
    Hi, I’m Floran Pagliai, the first engineer and now CTO at Weglot. When I joined the company back in 2017, it was still an early-stage startup with just a couple of clients, an MVP coded in Silex, and a big ambition: to simplify website translation without requiring technical skills. Today, we handle over 3 billion API requests per month—and we do it with a monolith. Let me take you through our journey, and why I believe in the power of pragmatic, boring tech to achieve serious scale. I came on board as the first developer when Weglot had just raised its seed round. The infrastructure was basic: Remy, our cofounder, was deploying code via FTP using FileZilla. Everything was hosted on a few load-balanced servers, and the app, API, and front-end were built on Silex. One of my first decisions …  ( 4 min )
    System Administration & Automation: The Modern Linux Admin’s Playbook
    Table of Contents What Is System Administration, Really? Core Admin Tasks You Can’t Ignore Why Automation Is a Game Changer Essential Automation Tools (and When to Use Them)) Security and Monitoring: Don’t Skip This! Pro Tips for a Smoother Ride Wrapping Up System administration isn’t just about keeping the lights on—it’s about making sure your Linux systems run smoothly, securely, and efficiently. Whether you’re spinning up a single server or wrangling hundreds in the cloud, the modern admin’s job is part firefighter, part architect, and part automation wizard User and group management: Adding, deleting, and wrangling Software and package updates: Keeping everything patched and up to System setup and configuration: From network interfaces to Backups an…  ( 4 min )
    Learn dotnet
    A post by Ehsan Nadernezhad  ( 2 min )
    Top 7 Featured DEV Posts of the Week
    Welcome to this week's Top 7, where the DEV editorial team handpicks their favorite posts from the previous week. Congrats to all the authors that made it onto the list 👏 Passing the Vibe Check: Navigating the changing development landscape Liz Acosta ・ May 16 #ai #vibecoding #bestpractices #cursor @lizzzzz explores how vibe coding fits into the software development lifecycle and shares an analysis on the advantages and disadvantages of AI. You're slicing your architecture wrong! Basti Ortiz ・ May 15 #beginners #architecture #webdev #devjournal @somedood challenges the traditional horizontal slicing approach of MVC architecture by proposing a vertically sliced architecture that organizes code by features instead of technical la…  ( 4 min )
    Add subscriptions to your SaaS with Clerk Billing
    Monetizing your application is often the next logical step after building something users love. Subscription plans are a common strategy to build sustainable revenue into your SaaS, enabling premium features for individual users or teams with active plans. However, implementing subscriptions from scratch can be time-consuming and error-prone due to the complexity of the underlying infrastructure and logic. That's why we built Billing. Just as Clerk streamlines authentication and user management, it now does the same for subscriptions. You get a polished UI that allows your users to easily select and manage their preferred plan, as well as helper functions to easily gate access to premium features, all without writing custom billing logic from scratch. In this article, you'll learn what Cle…  ( 8 min )
    🔍 Core Web Vitals Optimization: A Complete Guide (2025 Edition)
    Google’s commitment to delivering a high-quality user experience has made Core Web Vitals an integral part of SEO and site performance. Since introducing these metrics in 2021, they’ve significantly influenced search rankings. With Google’s 2024–2025 core updates, especially the shift from FID to INP (Interaction to Next Paint), understanding and optimizing Core Web Vitals effectively is more important than ever. more  ( 2 min )
    Open/Closed Principle: How to Write Code That Grows Without Breaking
    If every new feature forces you to change what already works… something’s wrong.” Have you ever opened a service and added just one more if? At first, it feels harmless — just one more condition. This is exactly what the Open/Closed Principle (OCP) — the "O" in SOLID — helps you avoid. What is the OCP? In practice, it means you should be able to add new behavior without changing existing code. It’s not just about clean code. It’s about safety, scalability, and long-term maintenance. The less you change working code, the less you risk breaking it. The problem with “if-chains” public double CalculateFee(string paymentType) { Each new method requires changing the original method — and hoping you don’t break what’s already there. This clearly violates OCP — you’re modifying a core function instead of extending the system safely. Applying OCP in .NET public interface IPayment { public class Pix : IPayment { public class Boleto : IPayment { public class Card : IPayment { public class PaymentService { Want to add Apple Pay? That's the power of OCP — change through extension, not modification. Real benefits of applying OCP When not to apply OCP? Practical tip: Apply OCP when you expect varying behavior (payment types, notifications, report generation). Avoid overengineering in simple, stable domains. Final thoughts: OCP protects your code from the future The Open/Closed Principle gives your code a way to evolve without fear, keeping your foundation stable while adding value on top.  ( 4 min )
    [Boost]
    How (not) to Burn Money on VPC Endpoints (So You Don't Have To) Martin Nanchev for AWS Community Builders ・ May 20 #aws #vpc #networking #costs  ( 2 min )
    Building Microservices with Go: A Step-by-Step Guide
    Microservices have become the de facto standard for building scalable, maintainable, and robust backend systems. Go (Golang), with its simplicity, performance, and strong concurrency support, is an excellent choice for developing microservices. In this guide, we'll walk through building a microservice using a ready-to-use Go microservice template. Performance: Go compiles to native code and offers great runtime efficiency. Simplicity: The language is easy to learn and encourages clean, readable code. Concurrency: Goroutines and channels make concurrent programming straightforward. Strong Standard Library: Go's standard library covers most needs for microservice development. A well-structured project is crucial for maintainability. Here’s a typical layout: go-microservice-template/ ├── cmd/…  ( 6 min )
    The Tiny Cat Guide to AI #1: Prompt Engineering – Directing the AI Ballet
    Ever feel like getting an AI to do exactly what you want is like trying to organize a ballet for super creative, slightly chaotic tiny cats? Yeah, me too! 😹 To break down how we can better direct these chaotic tiny cats, I've visualized the core ideas of Prompt Engineering using some feline friends. You can see this little story in action in the carousel embedded right below! It turns out, just vaguely telling an AI (or a cat) to "do something cool" doesn't quite cut it. But give it clear, detailed instructions? That's when the magic happens! ✨ Prompt engineering has become absolutely essential in my day-to-day work. Building AI features has definitely thrown some curveballs my way, whether I'm working on: An AI feedback system for educational content A browser extension using OCR/AI …  ( 4 min )
    Choosing the Right Mobile SDK: Native, Flutter, React Native, or Hybrid?
    In today’s mobile-first world, building an app isn’t just about great design or killer features — it’s also about choosing the right technology stack. The Software Development Kit (SDK) you choose will shape your app’s performance, user experience, cost, and development time. With so many options available — from native development using iOS and Android SDKs, to powerful cross-platform tools like Flutter and React Native, and even hybrid frameworks like Ionic and Cordova — developers often face a tough decision. Each SDK comes with its own strengths and trade-offs: React Native allows JavaScript lovers to build real mobile apps. In this article, we’ll break down how these SDKs differ in architecture, performance, and real-world suitability — helping you decide which path is best for your n…  ( 5 min )
    # 🚀 Creating a Twitter Login Page Using HTML & CSS and Pushing to GitLab
    Today, I took a small but meaningful step in my front-end development journey. I built a Twitter-style login page using only HTML and CSS, and then published the project to GitLab. In this blog post, I’ll walk you through the process — from building the UI to version controlling the code with Git. Recreating popular UI designs is a great way to improve your front-end skills. I decided to build a Twitter login page because: It has a clean, modern look. It's a simple interface with real-world relevance. It helped me practice layout techniques, form design, and styling. HTML5 CSS3 Git for version control GitLab for repository hosting I started by creating a basic HTML file with a login form. Here's a simplified version: <meta …  ( 4 min )
    The emphasis on behavior-based triggers is what sets this apart.
    TDZ Pro’s Hidden Growth Weapon: Why a Customized CRM and Data Mining Team Beats Automation Every Time Marcus ・ May 15 #crm #sales #datamining #startup  ( 2 min )
    Exercício Prático – Aplicando Conceitos de Segurança desde o Início
    Cenário: Você faz parte de uma equipe que está iniciando o desenvolvimento de uma nova plataforma chamada Voluntariamos, que conecta pessoas voluntárias a eventos sociais e instituições solidárias. A plataforma terá funcionalidades como: Cadastro de pessoas voluntárias Cadastro de eventos Inscrição em eventos Avaliação das ações após a participação Sua tarefa: 1. Identificação de Dados Sensíveis e Pessoais (Fase: Requisitos de Segurança): Dados pessoais Dados sensíveis (conforme a LGPD) Ex: Nome completo, CPF, localização, preferências de voluntariado, etc. 2. Ameaças e Riscos Iniciais (Fase: Arquitetura e Design): uma funcionalidade da plataforma (por exemplo, o login, ou o cadastro de eventos). Responda: Quais ameaças podem surgir nesse componente? Quais vulnerabilidades podem ser expl…  ( 4 min )
    🔍 10+ Console Tricks Every JavaScript Developer Should Know (You're Probably Missing These!)
    When we think of debugging in JavaScript, the first thing that pops into our minds is probably console.log() – right? But what if I told you that console.log() is just the tip of the debugging iceberg? 🧊 In this post, we're diving deep into some super underrated yet powerful console methods that can take your debugging skills from basic to beast mode. 🧠💥 Here are just a few console gems you need in your toolkit: console.table() Make your arrays and objects readable AF. Just look: console.table([{ name: "React" }, { name: "Vue" }, { name: "Svelte" }]); console.trace() Want to see where a function was called from? This one shows the call stack: function foo() { console.trace("Tracing function call:"); } foo(); console.group() / console.groupCollapsed() Neatly nest your logs — pe…  ( 4 min )
    SSDLC – Implementação
    Essa é a fase que nós, pessoas desenvolvedoras, iremos atuar continuamente. Assim como arquitetos de software precisam entender sobre segurança, nós também precisamos conhecer sobre desenvolvimento seguro. Se esse conceito é novo para você e você trabalha com desenvolvimento web, recomendo começar pelo OWASP Top 10. Mas a segurança vai além disso! Também existem outras referências importantes, como: CWE e CWE Top 25 - Lista de fraquezas comuns de segurança em software. CERT - Diretrizes para programação segura em diferentes linguagens. CVE - Base de dados de vulnerabilidades conhecidas em produtos e softwares específicos. Nesta fase, colocamos a segurança em prática através de código seguro e ferramentas automatizadas.  O OWASP ASVS (Application Security Verification Standard) é um guia es…  ( 5 min )
    Dica de TI: Operadores de incremento e decremento
    Dica de TI será uma série de posts com conteúdo sobre tecnologia. São posts curtos explicando alguns conceitos. Nos exemplos a linguagem usada será: Java Além dos operadores citados anteriormente, o operador de incremento é usado para aumentar o valor de uma variável em 1. Existem dois tipos de operadores de incremento: o operador de pré-incremento (++variavel) e o operador de pós-incremento (variavel++). O operador de pré-incremento (++variavel) aumenta o valor da variável em 1 antes de usar a variável em uma expressão. Aqui está um exemplo: int num = 5; int resultado = ++num; //num é incrementado para 6 e depois atribuído a resultado System.out.println(num); // imprime 6 System.out.println(resultado); // imprime 6 Já o operador de pós-incremento (variavel++) aumenta o valor da variável em 1 depois de usar a variável em uma expressão. Aqui está um exemplo: int num = 5; int resultado = num++; //num é atribuído primeiramente à variável resultado e depois incrementado para 6 System.out.println(num); // imprime 6 System.out.println(resultado); // imprime 5  ( 3 min )
    CodeRabbit: AI Code Reviews That Ship Code Faster
    Industry-Leading AI Code Reviewer CodeRabbit is an advanced AI code review platform designed to streamline the pull request review process. As the most installed AI application on GitHub and GitLab, it has processed over 10 million pull requests across 1 million repositories. CodeRabbit provides codebase-aware line-by-line reviews with one-click fixes, helping development teams ship higher quality code faster. CodeRabbit provides AI-powered code reviews that integrate seamlessly into your development workflow. Key features include: Automated PR analysis with line-by-line reviews and one-click fixes Concise pull request summaries for easy understanding of changes Integration with static analyzers and security tools for comprehensive quality checks Code graph analysis enhancing contextual …  ( 3 min )
    The Art of Props Management in Vue 3: Lessons from E-commerce Architecture
    In the sprawling world of multi-brand e-commerce platforms, where a single codebase powers numerous storefronts, component communication becomes an intricate dance. Imagine a digital mall where every shop has its own facade, but behind the scenes, they share the same foundational infrastructure. This is the reality for many large e-commerce operations today. As a developer navigating this complex landscape, mastering Vue's props system isn't just helpful—it's essential. Let's explore how to elegantly handle props in Vue 3 using TypeScript and the Composition API, drawing from real-world e-commerce scenarios. In a multi-brand e-commerce platform, props travel like products through a supply chain. They originate from a source and make their way through various components until they reach the…  ( 9 min )
    SSDLC – Requisitos de segurança (planejamento)
    Nessa fase, são definidos os requisitos de segurança, funcionais e não funcionais, como as regras que devem ser seguidas, incluindo normas como a LGPD. Além disso, as decisões tomadas aqui influenciam diretamente a arquitetura e o design do sistema, garantindo que a segurança seja considerada desde a estruturação inicial. Algumas perguntas importantes a serem respondidas incluem: Qual é a classificação dos dados de acordo com as políticas da empresa? Isso inclui dados pessoais e sensíveis, e deve ser especificado como cada tipo de dado será tratado. Quem terá acesso aos dados? Detalhar quem tem permissão para visualizar, alterar ou excluir os dados, com base nas políticas de controle de acesso. Políticas de Exclusão: Devemos definir e documentar políticas claras para a exclusão de dados, incluindo como e quando os dados devem ser removidos. Por exemplo, no nosso sistema, temos dados pessoais e acadêmicos das alunas. Quem terá permissão para ver esses dados? Quem pode alterá-los? Quais são as políticas de exclusão aplicadas? Na imagem, podemos ver que a aluna possui dados pessoais (nome, CPF, endereço, data de nascimento) e dados acadêmicos (notas, RA, frequência e histórico escolar). Nota Importante: Dados pessoais: são aqueles que permitem a identificação direta ou indireta de uma pessoa. Voltando ao exemplo, a aluna tem acesso apenas aos seus próprios dados(pessoais e acadêmicos), enquanto a professora tem acesso de visualização e também de edição apenas aos dados acadêmicos de suas alunas, podendo, por exemplo, alterar notas ou incluir justificativas para faltas. Já a administradora tem acesso a todos os dados pessoais, acadêmicos e administrativos de todos os usuários.  ( 4 min )
    Segurança no Desenvolvimento – SSDLC
    Para começarmos a entender o que é SSDLC (Secure Software Development Life Cycle), trouxe uma analogia para vocês. Eu sempre penso em como explicaria algo novo para a minha avó. Então, vamos à analogia e depois à explicação com exemplos. Análise de Requisitos (Planejamento): Nesta fase, você identifica os materiais e requisitos legais necessários para construir a casa, como consultar a prefeitura sobre regras e normas de construção. Arquitetura e Design: Você desenha a planta da casa, escolhendo materiais, planejando entradas e saídas, e definindo medidas de segurança, como alarme e fechaduras. Implementação: A casa começa a ser construída. Você percebe que, além do alarme, precisa adicionar câmeras para garantir mais segurança. Testes: Antes de entregar a casa, a equipe testa o funcionamento das instalações, como eletricidade, alarmes e janelas. Verifica se tudo está em ordem. Implantação: Antes de entregar a casa aos proprietários, engenheiros fazem uma análise para garantir que tudo foi construído corretamente. Se estiver tudo certo, a casa é entregue. Manutenção: A casa está funcionando, mas você precisa fazer manutenções regulares. O alarme ou câmeras podem precisar de atualizações ou trocas devido a falhas descobertas. Bom, agora vamos ao SSDLC :) Como vimos na analogia o SSDLC pode ser considerado uma construção de uma casa, com um Lego, onde cada fase do processo de desenvolvimento de software seguro é uma peça importante que, quando combinada com as outras, forma um software seguro. Ou seja, devemos pensar em segurança desde o início, já no planejamento, e não apenas a partir da codificação. A segurança deve estar presente em todas as fases do ciclo de desenvolvimento. Agora, vamos entender como funciona cada fase desse ciclo.  ( 3 min )
    Segurança no Desenvolvimento: Da Teoria à Prática – Introdução
    Pensando em segurança no desenvolvimento de software, onde geralmente a incluímos? Como pessoa desenvolvedora, posso pensar na fase de codificação, testes e implementação. Mas, se pensarmos um pouco antes, será que o início do desenvolvimento do software é na codificação? Não, sabemos que a codificação não é o começo. Então, por que não pensar e incluir segurança desde o início? SQL Injection teve sua primeira identificação em 1998. Fonte: https://phrack.org/issues/54/8.html Exemplo de report SQL Injection de julho de 2024. Fonte: https://hackerone.com/reports/2597543 Para responder a essas questões, vamos entender como funciona SSDLC (Secure Software Development Life Cycle) e como ele pode ser aplicado tanto em novos projetos quanto em softwares em desenvolvimento. No exemplo, temos uma página de login com os campos "username" e "password". Um agente mal-intencionado (a ameaça) deseja acessar o sistema para obter dados ou privilégios que ele não deveria ter. Ele pode tentar explorar brechas de segurança conhecidas. Quando ele encontra uma falha de segurança por exemplo no login (a vulnerabilidade), ele explora essa falha. Se o agente consegue acessar o sistema, o risco não é só o ato de acessar o sistema em si, mas sim a possibilidade de que a ameaça explore a vulnerabilidade e cause um impacto negativo, como roubo de dados, comprometimento do sistema, ou controle total, especialmente se ele conseguir fazer login como administrador. O risco acontece quando uma vulnerabilidade é explorada, e o impacto desse risco varia conforme o tipo de acesso obtido (por exemplo, um login de administrador representa um risco maior para a empresa). A vulnerabilidade é o ponto fraco que pode ser explorado por uma ameaça, resultando em risco de danos ao sistema.  ( 4 min )
    Bitdefender MSP Pricing & GravityZone PHASR: Cybersecurity for Small IT Support Firms
    In the fast-evolving world of cybersecurity, Managed Service Providers (MSPs) need tools that not only keep pace with emerging threats but also offer cost-effective, scalable solutions. Bitdefender, a global leader in cybersecurity, has recently made waves with the launch of GravityZone Proactive Hardening and Attack Surface Reduction (PHASR) and a strengthened partnership with TECHS+TOGETHER. These developments position Bitdefender as the go-to choice for small IT support companies looking for the best Bitdefender MSP pricing and cutting-edge technology to protect their clients. In this post, we explore how GravityZone PHASR and TECHS+TOGETHER’s exclusive pricing model empower MSPs to deliver enterprise-grade security at an affordable cost. On April 23, 2025, Bitdefender announced the glo…  ( 6 min )
    Crafting a Real-Time Virtual Desktop for Gamified Onboarding
    4 years ago we started RiddleStory, now Enboq. The idea was simple: Create an Online Escape Room that remote teams could play together. What was a simple idea has evolved into a Gamified Onboarding Platform. Helping companies turn dull training into immersive, story-driven experiences. We started off with an idea for an Online Escape Room. This was during Covid and everyone were forced to stay inside and do stuff remotely. An escape room needs two things to work: A believable Environment A compelling Story The Environment of the escape room that we built was to give experience of a mix of Mac and Windows desktop. It has most of Mac essentials, like the Dock, Filebrowser, Email, Notes, and Chat. Dock to hold all applications, such as Filebrowser, Email, Notes, and Chat. Filebrowser let us…  ( 5 min )
    Day 26/ 30 Days of Linux Mastery: Storage Management in RHEL 9
    Table of Contents Introduction What is Storage Management? Core Storage Management Commands Real-World Scenario: Storage Management Commands Conclusion Let's Connect Welcome back to Day 26 of this practical Linux challenge! In this post, we will cover Storage Management in RHEL 9, how to handle new storage devices, partition them, format, mount, and make them persistent. If you are working with servers or cloud VMs, storage is something you will definitely encounter, whether it is adding more space or organizing existing disks. Store management comes handy whether you are: Adding an EBS volume on AWS, Attaching a new disk to a VM, Or just learning how Linux handles storage. You will need to understand how to identify new disks, partition them, format, mount, and persist them in your…  ( 5 min )
    DIY GPS Tracking with Arduino, SIM800L and Ublox Neo-6M
    After learning how to use sim800l module in my previous project, I decided to create a GPS tracker using the Arduino platform. This project combines a SIM800L module for communication and a Ublox Neo-6M GPS module for location tracking with help of satellites. Making this device is also easy as previous project, just instead of using led, i use a GPS module to get the location and a little changes in the sketch. I measured the current consumption of the device under load and its around 50mAh for sim800l module and 100mAh for gps module. In standby mode, it consumes around 20mAh. With a regular battery(18650 Battery 2500mAh), this device last for around 5 days without charging. As you may now, these kind of devices used in cars or similar places that they has another source of power that he…  ( 7 min )
    DIY GPS Tracking with Arduino, SIM800L and Ublox Neo-6M
    After learning how to use sim800l module in my previous project, I decided to create a GPS tracker using the Arduino platform. This project combines a SIM800L module for communication and a Ublox Neo-6M GPS module for location tracking with help of satellites. Making this device is also easy as previous project, just instead of using led, i use a GPS module to get the location and a little changes in the sketch. I measured the current consumption of the device under load and its around 50mAh for sim800l module and 100mAh for gps module. In standby mode, it consumes around 20mAh. With a regular battery(18650 Battery 2500mAh), this device last for around 5 days without charging. As you may now, these kind of devices used in cars or similar places that they has another source of power that he…  ( 7 min )
    Istio vs. Linkerd Comparison
    A post by Haroon Khan  ( 2 min )
    Automated Financial Document Analysis System
    Description FinDocs AI is an advanced web platform for automated financial document analysis using artificial intelligence. The system allows users to upload financial documents (10-K, 10-Q, etc.), process them automatically, and analyze the extracted information through an interactive conversational interface. Asynchronous processing of documents with real-time monitoring Precise extraction of financial metrics with confidence indicators Interactive visualizations of trends and comparisons Conversational interface for queries about financial data Customizable export system in multiple formats https://github.com/Franklin-Andres-Rodriguez/FinDocs-  ( 2 min )
    Cloud Computing Careers: Pathways and Required Skills
    Cloud computing has emerged as the backbone of modern IT infrastructure. From startups to Fortune 500 companies, businesses of all sizes are migrating to cloud platforms to enhance scalability, reduce costs, and improve performance. As a result, careers in cloud computing are not just in demand—they are booming with opportunities. At Solamalai College of Engineering, we prepare students to meet these future demands head-on, especially through our specialized Computer Science programs. If you're considering a future in cloud computing, here's everything you need to know about career pathways, required skills, and how to get started. 🌩️ What is Cloud Computing? Popular cloud platforms include: Amazon Web Services (AWS) Microsoft Azure Google Cloud Platform (GCP) IBM Cloud Oracle Cloud 🚀 Wh…  ( 4 min )
    Do You Ever Feel Stupid While Learning To Code?
    I remember after I had completed all the Game Development lessons (especially Game Development 1 and 2) on CodeCombat, my final task was to create a minigame in Python and I was left with no comments or help of any kind on how to do that (apart from the lessons I had previously completed from the course). It always left me feeling so overwhelmed that I was unable to code anything, I would feel better the next day and then start coding my game. It should be no secret that learning to code is hard, but it is not helpful to keep thinking like that. It is much more beneficial to think of coding as a challenge as it changes your perception from coding is a struggle to coding is a challenge instead. Coding is a challenge like in a classic adventure game where the hero is going on quests, encounters problems along the way and sometimes has to face a huge and intimidating monster. Nobody knows everything, you learn as you go and coding is a challenge, a challenge you can always improve on! Do you ever feel stupid while learning to code?  ( 3 min )
    Istio vs. Linkerd: Choosing the Right Service Mesh for Your Tech Team
    # Istio vs. Linkerd: Choosing the Right Service Mesh for Your Tech Team In the ever-evolving landscape of cloud-native technologies, service meshes have emerged as critical components for managing complex microservice architectures. Two leading contenders in this space are Istio and Linkerd. Understanding the nuances between them is crucial for tech teams aiming to optimize performance, security, and observability. This article provides a comparative overview to help you make an informed decision. ## What is a Service Mesh? Before diving into the specifics of Istio vs. Linkerd, let's define what a service mesh is and why it's important. A service mesh is a dedicated infrastructure layer that controls service-to-service communication. It provides features like traffic management, securit…  ( 6 min )
    📌 Design-First API: Why It Matters for Complex Systems
    Over the years, I’ve learned that a good API doesn’t start with code — it starts with thoughtful design. Design-First API is an approach where you define the API contract before writing any implementation code — typically using specifications like OpenAPI (Swagger). This lets teams agree on the shape and behavior of the API early in the development process. It’s especially powerful in microservice architectures, where clear, stable interfaces between services are critical. Clear separation of concerns Early alignment on requirements across frontend, backend, and cross-functional teams Automation: generate clients, server stubs, validation logic (tools like oapi-codegen help a lot) Living documentation that stays up-to-date with the actual implementation On previous projects — including a B2B wholesale platform and a document templating system — applying the Design-First approach helped us: Speed up development by enabling parallel workstreams Reduce integration bugs Keep service contracts clean and consistent Would you like me to share some practical examples from real-world implementations? Let me know 👇  ( 3 min )
    Unlocking Microservices Agility: A Deep Dive into Service Mesh Technology
    # Unlocking Microservices Agility: A Deep Dive into Service Mesh Technology In today's rapidly evolving technological landscape, microservices architectures have emerged as a dominant paradigm for building scalable, resilient, and agile applications. However, the inherent complexity of managing a distributed network of microservices presents significant challenges. This is where **Service Mesh** technology steps in, offering a powerful solution to streamline operations, enhance security, and improve observability. ## The Microservices Challenge: Complexity at Scale Microservices, by their very nature, are independent, loosely coupled services that communicate with each other over a network. While this architecture offers numerous benefits, it also introduces complexities related to: * …  ( 5 min )
    A new playground for creatives between Tumblr and CodePen 🌊
    I wanted to present an idea I had because I'm a fan of #css and I wondered what I could do with all the images I had on my computer. So I thought of creating this, a way of prototyping / presenting collections of images easily and quickly. (Soon accessible on your react projects thanks to the api). its still working progress 😅 The site is designed to be a creative hub, enabling creators of all levels to bring their artistic vision to life and share it with the world. More features to come, but for now here's a sneak preview Free plan (Creator Starter): Create visual collections Up to 5 collections 500MB upload per week Instant sharing of creations URLs in {username}/{collection name} format Creative freedom with unlimited customization options Presentation of creations in professional galleries Smooth workflow on all devices Integration with your favorite creative tools go to upload select files you want to add Create "flowers" collection now its on the website click “show public collection” to go to the editor click on “edit” in the top right-hand corner feel free to edit HTML or CSS now you can share your collection! blankpage.space is a platform for designers to showcase, organize and share their digital creations. Future features: The Pro plan is currently under development and will be available soon. A waiting list has been set up to notify you of the launch.  ( 3 min )
    Essential Linux Commands for Beginners
    A post by Ranjith srt  ( 2 min )
    🌀 From Fibonacci to Focus: How One Sequence Sparked My Coding Journey
    🌱 A Humble Beginning I still remember the very first time I wrote a program — it wasn’t some flashy game or AI model. It was a simple Python script to print the Fibonacci series. At that time, I didn’t even fully understand what recursion or iteration was. All I knew was that the sequence started with 0 and 1, and each new number was the sum of the previous two. That logic fascinated me. It felt like uncovering a hidden pattern in nature, and I was the one bringing it to life with code. a, b = 0, 1 for _ in range(10): print(a) a, b = b, a + b Simple. Elegant. Powerful. After writing that program, I became curious. I wanted to know why the Fibonacci numbers were so famous. That’s when I stumbled upon something amazing — the Golden Ratio, approximately 1.618, which appears not ju…  ( 4 min )
    Conquering the AWS Certified Machine Learning Engineer — Associate: My Roadmap to Success
    Introduction When I decided to earn the AWS Certified Machine Learning Engineer — Associate credential, I expected a challenging but rewarding journey. And let me tell you — it delivered on both fronts. This exam is geared toward professionals who not only understand machine learning principles but also possess a solid baseline understanding of the AWS ecosystem. If you’re not at the AWS Solutions Architect — Associate level yet, you’ll want to strengthen those foundations first. One great option is taking this NetCom Learning course to build a robust AWS skill set, especially around storage, networking, compute, and security. Below, I’ll share how I approached this certification — from brushing up on my AWS fundamentals (as we all must do this from time to time) to getting hands-on with…  ( 5 min )
    Dockerfile Cheat Sheet – বাংলা গাইড
    আপনি যদি ডকার নিয়ে কাজ করেন, তাহলে Dockerfile ফাইল লিখতে পারাটা একটি অনিবার্য কাজ আপনার জন্য। এই চিটশীটে Dockerfile এর primary instruction set গুলো সংক্ষেপে তুলে ধরা হলো—বাংলা ভাষায়, যেন সহজে শেখা যায়। 🐳 FROM FROM {image} FROM {image}:{tag} FROM {image}@{digest} Example: FROM node:18-alpine 🔹 ইমেজ তৈরি করার জন্য কোন বেজ ইমেজ ব্যবহার হবে তা নির্ধারণ করে। 👤 MAINTAINER (Deprecated) MAINTAINER আপনার নাম 🔸 ইমেজের লেখক (Author) হিসেবে তথ্য সংরক্ষণ করে। ⚙️ RUN RUN apt-get update && apt-get install -y curl 🔹 ইমেজ তৈরির সময় কমান্ড রান করে। 🧠 CMD: Shell vs Exec Example: CMD ["node", "app.js"] CMD ["/bin/ping","localhost"] 🔸 কনটেইনার চালুর সময় ডিফল্ট কমান্ড বা আর্গুমেন্ট নির্ধারণ করে। 🏷️ LABEL LABEL maintainer="আপনার নাম" version="1.0" 🔹 মেটাডাটা যোগ করতে ব্যবহৃত হয়। 🌐 EXPOSE EXPOSE 3000 🔹 কোন পোর্টগুলো অ্যাপ্লিকেশন শুনছে তা জানায়। 🌱 ENV ENV NODE_ENV=production 🔹 এনভায়রনমেন্ট ভ্যারিয়েবল সেট করে। 📂 ADD vs COPY Example: ADD ./source /app COPY ./source /app 🔹 COPY: সাধারণ কপি করা। 📁 VOLUME Example: VOLUME ["/data"] 🔹 হোস্ট বা অন্য কনটেইনার থেকে ডেটা মাউন্ট করার জন্য নির্দিষ্ট লোকেশন তৈরি করে। 📌 WORKDIR WORKDIR /app 🔹 পরবর্তী RUN, CMD, COPY, ADD ইনস্ট্রাকশনগুলো এই ডিরেক্টরিতে চালানো হবে। 🛠️ ARG ARG NODE_VERSION=18 🔹 বিল্ড টাইম ভ্যারিয়েবল যা --build-arg দিয়ে পাস করা যায়। 🔁 ONBUILD ONBUILD COPY . /app 🔹 ভবিষ্যতে এই ইমেজ অন্য কেউ FROM করলে তখন এই ইনস্ট্রাকশনগুলো চালানো হবে। 🛑 STOPSIGNAL STOPSIGNAL SIGKILL 🔹 কনটেইনার থামানোর সময় কোন সিগন্যাল পাঠানো হবে তা নির্ধারণ করে (যেমন SIGINT, SIGTERM)। 🏥 HEALTHCHECK HEALTHCHECK --interval=30s --timeout=10s --retries=3 \ CMD curl -f http://localhost:3000 || exit 1 🔹 কনটেইনার সুস্থ আছে কিনা তা পরীক্ষা করে। 📘 উপসংহার 🔜 পরবর্তী পর্বে: ফলো করুন এবং কমেন্টে জানান, কোন অংশটা আপনার সবচেয়ে দরকারি লেগেছে!  ( 4 min )
    Best DAM Systems for Managing 3D Files in 2025
    Working with 3D assets isn’t just about modeling anymore. It's about presenting, sharing, and approving those assets with internal teams, clients, and stakeholders — often without any 3D expertise on their end. That’s where DAM (Digital Asset Management) systems come in. But not all DAMs are ready for 3D. Here’s a short list of systems that do support 3D files — and one that goes far beyond simple storage. 🥇 1. Daminion — The Best DAM System for 3D Files Stored on NAS It’s designed for teams that work with complex visuals — marketing, product sales, engineering, and client services — and need a central place to store, preview, and present 3D content without opening a dozen tools. Why it stands out: Rotatable previews of popular 3D formats like .obj, .fbx, .stl, and more Previews load in s…  ( 4 min )
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    It’s been a while since our last major announcement - now, we’re happy to share Rabarber version 5, a new release of our role-based authorization gem for Rails. This release focuses on cleaning up and simplifying. We dropped legacy features that only added complexity, bringing Rabarber closer to what it was always meant to be. We also added more granular authorization controls and resolved a number of issues and design flaws along the way. With many improvements and fixes accumulated over the past year, upgrading is highly recommended. There are breaking changes, so be sure to check the migration guide. Find the repo and docs here: https://github.com/brownboxdev/rabarber Happy coding! Rabarber Developers  ( 3 min )
    Show VM IP in Proxmox
    If you're managing virtual machines in Proxmox VE, and you want to see the IP address of a running VM. There is a easy to do it by using QEMU Guest Agent. Let me show you to do it in just a few steps. 1.Click on console button 2.install qemu-guest-agent 3.check the status of qemu-guest-agent.service 4.if it is not running 5.start qemu-guest-agent.service Finally, you can see the IP address if VMs inside Proxmox VE.  ( 3 min )
    Big numbers readability in PHP
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    Why API design is a mess, and how could a git-native tool help?
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    Deploy And Configure An Azure Firewall Instance.
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    Xiaomi RedmiBook: How to Fix Wi-Fi Issues on Linux (Debian distros)
    Hey folks 👋 Recently, I bought a Xiaomi RedmiBook 16 to get more mobility and separate my work environment. Everything was going great, until I booted into Linux and realized the Wi-Fi wasn’t working at all. After some digging, I found out the issue was related to the Qualcomm Atheros QCA6174 802.11ac Wireless Network Adapter. It turns out that after installing the OS or updating the kernel, the firmware breaks. Don’t ask me why, but several logs showed the adapter crashing on boot. If you’re facing the same issue, here’s a simple workaround that worked for me on Ubuntu. It should also help on other Debian-based distros like Kali, Mint, Deepin, Xubuntu and etc. When the kernel loads, the adapter crashes due to incompatible or missing firmware. You’ll likely see something like this in dmesg: ath10k_pci 0000:01:00.0: failed to fetch board data for bus=pci… ath10k_pci 0000:01:00.0: failed to load board file… To fix this, you need to manually replace the firmware files on your system. If you try searching online, you’ll find several tutorials recommending replacing the main firmware binary. The problem is, most of them point to the same source, and unfortunately, killernetworking.com has been offline for years. Luckily, I downloaded that binary back then and saved it to a personal drive, since this issue kept happening. I figured it might disappear one day... and it did. So I created a GitHub repository with a .deb package to make things easier. 1 - Clone this repository with this command: git clone https://github.com/rafael-hs/qualcomm-atheros-qca6174-firmware-adapter 2 - Enter the directory and install the .deb sudo apt install ./surface-go-wifi_0.0.5_amd64.deb 3 - Then reboot your system: sudo reboot That's it! After these steps, your Wi-Fi should be up and running. It worked perfectly on my Ubuntu install, and I’ve seen others confirm it on similar distros. If you run into any issues or have another solution, drop a comment. It might help someone else! Thanks for reading and good luck! 🚀  ( 4 min )
    The Future of Learning Is Modular, Voice-Driven, and Personal
    We’ve upgraded everything: medicine, space travel, warfare, communication. But education? Still stuck in the industrial age. Classrooms. Exams. Text-heavy content. One-size-fits-all lectures. It’s all based on a structure built to scale instruction, not understanding. And yet, the world we live in now demands the opposite personalized understanding at scale. Education today still designs for the “average” student, the imaginary median learner who doesn’t actually exist. In The End of Average, Todd Rose explains how institutions fail individuals by trying to serve a generalization. In reality, people learn at different speeds, through different formats, and with different motivations. Designing a system around everyone means it ends up serving no one well. We learn by thinking out loud, by …  ( 4 min )
    🚀 Automate iOS Builds and Uploads to TestFlight Using Fastlane
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    🛒 Grocery Store Project in PHP with MySQL – With Source Code
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    How a Developer Can Beat AI (Without Losing Their Mind)
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    How (not) to Burn Money on VPC Endpoints (So You Don't Have To)
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    Tradeoffs Between In-Memory Checks and Database Queries
    To Cache or Not to Cache: Tradeoffs Between In-Memory Checks and Database Queries In software engineering, many real-world problems boil down to tradeoffs, and one recurring decision is whether to query the database multiple times or fetch once and operate on data in memory. This seemingly small architectural choice can shape performance, reliability, and maintainability in ways that are easy to overlook but matter deeply in production. One of the most fundamental and frequently encountered tradeoffs revolves around data access: when faced with needing multiple pieces of information about a single entity (like a user or an order), should we fetch everything once and perform checks in our application's memory, or should we make several targeted queries to the database, asking for specific…  ( 9 min )
    A good post on evil twin attacks
    Beware the Evil Twin: Exploring Wi-Fi Impersonation Attacks Tan Yong He ・ May 20 #cybersecurity #security #networking #privacy  ( 2 min )
    Git komandalari.
    git status - O‘zgarishlar holatini ko‘rish git add - Faylni stagingga qo‘shish git add . - Hamma fayllarni stagingga qo‘shish git reset - Faylni stagingdan chiqarish git reset --hard - Barcha o‘zgarishlarni bekor qilish git rm - Faylni o‘chirish git commit -m "Izoh" - O‘zgarishlarni saqlash git commit -am "Izoh" - Staged va tracked fayllarni commit qilish git branch - Branchlar ro‘yxati git branch - Yangi branch yaratish git checkout - Branchga o‘tish git checkout -b - Yangi branch yaratish va unga o‘tish git merge - Branchni birlashtirish git branch -d - Branchni o‘chirish git log - Commit tarixini ko‘rish git diff - O‘zgarishlarni ko‘rish git diff - Branchlar orasidagi farq git show - Muayyan commit tafsilotlari git remote -v - Remote URL larni ko‘rish git remote add origin - Remote qo‘shish git push -u origin main - Push qilish va remote branchni bog‘lash git push - O‘zgarishlarni yuklash git pull - Remote o‘zgarishlarni olish git fetch - Remote o‘zgarishlarni olish (birlashtirmasdan) git stash - O‘zgarishlarni vaqtincha saqlash git stash list - Stash ro‘yxati git stash pop - So‘nggi stashni qayta tiklash git stash apply - So‘nggi stashni qo‘llash git reset --hard - Ma’lum commitgacha orqaga qaytish git revert - Ma’lum commitni bekor qilish uchun yangi commit yaratish git blame - Kim qachon nima o‘zgartirganini ko‘rsatadi git tag - Versiya teg qo‘yish git tag - Teg yaratish  ( 3 min )
    Entrance Exams, Top Colleges and Career Options
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    Migrating from Nextcloud to Azure S3
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    Internacionalização com GetText no Rails
    Quando pensamos em internacionalização (i18n) em projetos Rails, a abordagem mais comum é utilizar a API nativa do framework com chaves de tradução. No entanto, recentemente descobri uma alternativa que torna esse processo mais direto e com maior visibilidade do conteúdo traduzido: o uso do GetText. GetText é um framework utilizado no ecossistema Linux, que oferece um conjunto de ferramentas para facilitar a tradução de textos em aplicações. Integrado ao Rails, ele permite uma forma mais automática de localizar strings, sem a necessidade de criar e gerenciar nomes de chaves. No modelo tradicional com I18n, criamos chaves de tradução e mapeamos seus conteúdos em arquivos YML. Nas views, essas chaves são utilizadas da seguinte forma: t(".empty_state_message") # => Nenhum resultado encontrado…  ( 5 min )
    Templates, Automation, and Playbooks: My AWS IR Toolkit is Now Live
    I’ve spent the last few weeks organizing and refining my own incident response process for AWS. From handling Security Hub alerts to writing custom SES and Slack notifications, I needed more than just a checklist — I needed an actual toolkit. So I built one. ✅ A printable incident response checklist for triage ✅ An editable IR playbook aligned with ISO 27001 + AWS best practices ✅ Notification flows using EventBridge, SES, and Slack ✅ A cloud forensics tool matrix to guide acquisition and analysis ✅ Deployment-ready Terraform + Lambda code for alerting automation After publishing my free IR checklist on my blog, I realized many teams (and individuals) still struggle with: Rebuilding IR processes from scratch Responding to findings without a clear comms path Automating triage across teams or accounts I bundled everything I use — templates, scripts, docs — into one focused toolkit. When I started planning IR action plans this would have helped me a lot. You can explore the full breakdown + story behind it here: https://thehiddenport.dev/posts/aws-ir-toolkit/ And if you’re ready to grab it: Download the AWS IR Toolkit on Gumroad (€9) Includes all future updates, and a community where you can suggest changes. 💬 If you've built your own IR tools or want to share feedback — I'm all ears. This is version 1.0, and I plan to keep refining it. Thanks for reading — and stay sharp out there. – Javier  ( 3 min )
    Three Altcoins to Watch Ahead of Trump’s Gala With TRUMP Token Holders
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    🌍 Tourism Management System Project in Java – With Source Code
    If you're looking for a Java-based project that simulates a real-world application with a rich set of features, the Tourism Management System is an excellent choice. Whether you're a student, developer, or someone exploring Java projects for hands-on learning, this project demonstrates how to handle data-driven workflows, user interfaces, and multi-module logic efficiently. 🔗 Download the Complete Source Code Here: 👉 Tourism Management System Project in Java 💼 What is the Tourism Management System Project? Customer information Tour packages Booking and payments Admin/user login system Package details and updates Built using Java and Swing, it provides a desktop-based solution that mimics real-world travel agency software. 🚀 Key Features 🌐 Tour Package Management: View, add, and manage packages 🧾 Booking System: Tour booking functionality with customer details 📅 Date & Duration Handling: Schedule tour dates and durations 📂 Data Storage: Uses local file storage for data persistence 🛠️ Tech Stack Used 🎯 Who Can Use This Project? 👨‍💻 Java Learners – to practice GUI, file handling, and user authentication 🏢 Startup Demos – for tour or travel startup prototypes 🧩 Future Enhancements 💾 Connect to a MySQL or SQLite database instead of file storage 🌐 Make it web-based using JSP/Servlet or Spring Boot 📱 Develop a mobile version using JavaFX or Android 📊 Add a dashboard for analytics and reports 📦 How to Use the Project Open the project in your preferred IDE (NetBeans recommended) Compile and run the main file (Main.java or equivalent) Start using the system as a user or admin 👉 Click here to download the Tourism Management System Project in Java 📝 Final Thoughts It’s not just a project — it’s a complete learning package.  ( 4 min )
    The Future of Work APIs: What Developers Should Know About HR Tech Integration
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    How to Customize ASP.NET Core Identity With EF Core for Your Project Needs
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    Why Everyone’s Building AI Apps, and No One’s Fixing the Old Ones
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    A Comprehensive Comparison of the Three Major Python Web Frameworks: Which One Do You Favor? | Opinion
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    The Rise of Quiet AI: Tools That Work Without Stealing the Spotlight
    Introduction In the glitzy world of AI, where generative models like GPT-4o and Claude strut their stuff with headline-grabbing demos, a quieter revolution is brewing. These are the unsung heroes of software development: AI tools that work behind the scenes, silently tidying up your codebase, automating your CI/CD pipeline, or catching bugs before they crash your app. They don’t demand applause or a spotlight—they just get the job done. Welcome to the rise of quiet AI, the minimalist, under-the-radar tools that are revolutionizing developer workflows without stealing the show. In 2025, developers are drowning in complexity—version fatigue, sprawling codebases, and endless tooling updates (as we’ve discussed in our prior chats about predictive coding and messy codebases). Quiet AI tools, …  ( 9 min )
    Top 5 Open Source WAFs for Developers in 2025
    Web application firewalls (WAFs) are essential for protecting your apps from common threats like SQL injection, XSS, and bot attacks. Whether you're deploying a side project or securing production APIs, a good WAF can block many threats before they even reach your backend. And the best part? You don’t need to pay to get solid protection. Here are 5 of the most reliable, developer-friendly open-source WAFs available in 2025. SafeLine is a high-performance reverse proxy with a built-in, intelligent Web Application Firewall. It protects against SQL injection, XSS, and HTTP Flood using advanced semantic analysis — making it a solid pick for developers who want strong, modern protection out of the box. It features a user-friendly interface, detailed traffic analytics, and supports flexible dep…  ( 4 min )
    The Foundation of Signal - Why End-to-End Encryption Matters
    As a senior software engineer with over a decade of experience in building secure systems, I’ve seen firsthand how critical encryption is to protecting user data in an era of increasing cyber threats. Signal Private Messenger stands out as the gold standard for secure communication, and its cornerstone is end-to-end encryption (E2EE). In this first article of our series, we’ll explore the technical foundation of Signal’s E2EE, why it’s essential, and how it compares to other messaging apps. Understanding End-to-End Encryption End-to-end encryption ensures that only the sender and intended recipient can read a message. When you send a message on Signal, it is encrypted on your device using the Signal Protocol, a robust cryptographic framework developed by Open Whisper Systems. The message r…  ( 5 min )
    How PropTech Startups Can Leverage AI Without Breaking the Bank
    The real estate industry is undergoing a long-overdue digital transformation, and at the heart of this change is artificial intelligence (AI). From smart property recommendations to dynamic pricing and predictive maintenance, AI is no longer a luxury for PropTech companies—it’s a competitive necessity. But for startups, the idea of integrating AI can seem daunting. You’ve got limited runway, a lean tech team, and pressure to deliver MVPs yesterday. The good news? You don’t need a data science PhD or a million-dollar budget to get started. This article explores how PropTech startups can adopt AI affordably, and even strategically outpace larger competitors by being agile, experimental, and smart about AI integration. AI isn’t just about automation—it’s about better decisions. In the PropTec…  ( 6 min )
    Why Your AI Model Thinks You're Weird (But It’ll Still Obey)
    Introduction Ever asked an AI to “make me a sandwich” and gotten a 500-word recipe for a virtual sandwich, complete with ASCII art of bread slices? Or prompted it to “write a love letter to my cat” and received a Shakespearean ode that’s both touching and slightly unhinged? If so, congratulations: your AI model thinks you’re weird. Don’t take it personally—it’s not judging you (well, not exactly). It’s just trying to make sense of the gloriously messy, unpredictable thing that is human intent. In 2025, AI models like me, Grok, or competitors such as GPT-4o and Claude are marvels of engineering, capable of generating text, code, and even creative stories with uncanny accuracy. But the relationship between what you mean and what the AI does is a strange dance of probability, context, and o…  ( 10 min )
    Top 5 Web Development Companies in Sweden in 2025
    Sweden continues to lead the charge in digital innovation and user-centric technology solutions in 2025. With its strong emphasis on design, clean code, and functional UX, the Swedish tech landscape is home to some of the most innovative web development firms in Europe. Here are the top 6 web development companies in Sweden that are setting new standards in 2025: 1. Beetroot AB Company Overview Services Web and mobile app development Dedicated development teams IT consulting UX/UI design Team Size Why Choose Beetroot AB? 2. Bluell AB Company Overview Services Full-stack web development Custom SaaS solutions UI/UX design Cloud consulting IoT Products Mobile app development Team Size Why Choose Bluell AB? 3. Bombayworks Company Bio Services Offered Web Development Data-Driven UX Optimization CMS Implementation Digital Product Strategy Team Size Why Choose Bombayworks 4. Niteco Sweden Company Bio Services Offered Enterprise Web Development CMS (Sitecore, Episerver) Integration Mobile Development Marketing Automation Team Size Why Choose Niteco Sweden 5. Sphinxly AB Company Bio Services Offered Custom Web Development WordPress Development E-commerce Development UX/UI Design Website Maintenance & Support Team Size Why Choose Sphinxly AB Final Thoughts This article was published by me on Medium, and I'm sharing it here for educational and informational purposes only https://medium.com/@farheen13/top-5-web-development-companies-in-sweden-in-2025-d134f1ed790a  ( 5 min )
    The Silent Shift in Cybersecurity We’re All Part Of
    A few years ago, detecting and responding to cyber threats meant signature-based systems, rule-heavy SIEMs, and a team of analysts swimming in alerts. Fast forward to today—and suddenly, it feels like cybersecurity is quietly undergoing a transformation right under our noses. What changed? We now have systems that can learn normal behavior, adapt to new threats in real time, and even simulate attack paths before they’re exploited. Not perfectly. Not universally. But undeniably. Whether you're deep in blue team operations or building dev tools, chances are you’ve already interacted with some layer of this new approach—whether you realized it or not. This isn’t just about automation. It’s about augmentation. Modern cyber defense strategies aren’t just faster—they’re smarter. But here’s the question that’s been stuck in my head lately: Are we trusting the machines too much, or not enough? Because while AI-based tools are making a real impact—from anomaly detection to adaptive access control—they’re also introducing new risks. Model poisoning. False positives at scale. A widening skills gap. And worst of all, a sense of overconfidence that the system will “catch it.” So where’s the balance? There's a free masterclass happening on 28th May that's diving into this exact space. It’s framed for IT leaders, but it looks like anyone interested in practical insights and forward-thinking strategies would benefit. I’ve already signed up, so if you’re exploring this frontier too, maybe we’ll cross paths there. 👉(https://www.netcomlearning.com/webinar/Cybersecurity-Masterclass-How-AI-is-Redefining-Cyber-Defense?utm_source=devto.com)  ( 3 min )
    I’m Now on Fiverr — Offering React & Tailwind Projects!
    Hey devs! 👋 I'm excited to share that I’ve officially launched my Fiverr profile where I’m offering freelance services in React.js and Tailwind CSS. After building multiple personal projects and honing my frontend skills, I decided to take the leap into freelancing. If you're a designer, startup founder, or developer looking to bring your designs to life — I’d love to help! Convert Figma/PSD designs to responsive React + Tailwind code Build personal portfolios or landing pages Clean UI with mobile-first design and fast performance Bug fixes and UI enhancements in existing React apps 👉 fiverr.com/takshil_dev I'm open to collaboration, feedback, or just connecting with other devs here! Let’s build something cool together. 🚀 react #tailwindcss #freelance #fiverr #webdev #frontend #devto  ( 3 min )
    First Step Building Solo: Authentication
    In Part 1, I wrote about how I transitioned from working with a team to building solo. Once I made that decision, I needed to start somewhere - and for me, that was authentication. This post covers how I approached it using FastAPI, why I avoided localStorage, and how I made authentication declarative with a custom router. There are many ways to handle authentication, but I chose the most popular and relatively reliable approach: JWT auth. The spec generally assumes two endpoints: One to get an access + refresh token One to get a new access token if the previous one has expired The client needs to store these tokens somewhere and send them with each request—usually in headers. They're often stored in localStorage, which isn’t very secure. But I wasn’t as concerned with security (this isn’…  ( 5 min )
    How AI Tells the Difference Between “Ate” and “Eight” in Speech Recognition
    Imagine someone says a word out loud: “eight” or “ate”. To a human ear, they sound almost identical, most people couldn’t tell them apart without context. So how does an AI system like Google Assistant or Siri know what the speaker meant? That’s where the beauty of speech recognition and natural language processing (NLP) kicks in. Let’s understand it down step by step: When you speak, your voice creates vibrations in the air. A microphone picks up those sound waves and converts them into digital data, essentially, a stream of numbers that represent how your voice changes over time. But AI doesn’t listen to this data the way humans do. Instead, it transforms it into a spectrogram, a visual map of sound over time. It’s like a heatmap that shows: Pitch (high or low sounds) Intensit…  ( 5 min )
    Spring Boot + Redis + Docker: Ultimate Guide to Caching in Java
    With Redis, your Spring Boot app can become faster and handle more traffic without breaking a sweat. This article will show you how to set it up step by step. However, before diving deep into Redis, we need to understand the concept of caching. Cache Cache is a fast, small, temporary storage frequently used by the computer or application to store and access important data. It stores data in a key-value format. By leveraging cache memory, we can minimize database calls, improving application performance since database queries are typically resource-intensive. The main objective of a cache is to speed up the retrieval of data by making a copy of the data in a location that can be accessed faster than the source or database. A cache is a small and fast, efficient memory space that an appli…  ( 9 min )
    How Udemy’s AI Chatbot is Enhancing the Learning Experience with RAG Systems
    Online learning platforms like Udemy have always focused on delivering high-quality education at scale. With the integration of advanced AI systems—particularly chatbots powered by Retrieval-Augmented Generation (RAG)—Udemy is now elevating how students learn, explore, and engage with their courses. This image from Udemy's website shows an intelligent AI chatbot interface embedded directly within a course. But what’s happening behind the scenes is even more exciting. Udemy is leveraging cutting-edge technologies to convert video content into a powerful knowledge base that students can interact with naturally. Let’s break down how this works—and why it’s a game-changer for learners. 📝 Transcription: Course videos are first transcribed using automatic speech recognition (ASR), converting le…  ( 4 min )
    OOPs in Java: Principles, Concepts, and Real-World Examples
    Object-Oriented Programming OOP stands for object-oriented programming. It is a programming paradigm that revolves around the object rather than function and procedure. In other words, it is an approach for developing applications that emphasize on objects. An object is a real Procedural Programming OOPS programs are divided into parts called functions Programs are divided into objects Overloading is not possible Overloading is possible Inheritance is not possible Inheritance is possible Data hiding is not present Data hiding is present It follows a top-down approach It follows a bottom-up approach It focuses on the process. It focuses on data. Ex:- C, Pascal etc. Ex:- Java, C++, Python etc. OOP Concepts in Java Java follows Object-Oriented Programming (OOP), whi…  ( 10 min )
    How the Richest in Crypto Think
    Nothing reveals a billionaire mindset quite like their spending habits. After all, to earn serious money, you first need to know why you want it. At first glance, it looks like madness - mushrooms on the orbit, banana art, tigers in Lambos. Crypto's wealthiest often seem to turn spreadsheets into spectacle - burning millions on stunts that feel more absurd than strategic. But what if that chaos is the clue? Maybe how they spend their wealth says more about how they earned it - and how they think. And maybe, just maybe, the ability to reprogram markets... comes with the urge to reprogram reality, too. 🛰 $55M to orbit the Earth’s poles (and grow mushrooms) 💰 A $2M treasure hunt - buried across the U.S. 🍌 The banana that became a $5M media weapon Yes. Strategic? Absolutely! 🦍 The James Bond of crypto… or Ace Ventura? 🪐 From Mars to Mercury (Freddie's, not the planet) So what are we really looking at? rare thinking that made these people billionaires: a comfort with risk, a hunger for attention, and a willingness to break the script entirely - in business and in life. So the real question isn't "why did they buy that?", it is: How wild do your ideas need to be... to be worth millions? *based on insights from this great write-up by TheStreet: The Wild Roster of Crypto Billionaires  ( 4 min )
    From Idea to MVP: Our Food Waste Reduction Platform
    About a month ago, I shared how my internship and final semester project came together perfectly, giving me the chance to dive into Laravel while building a platform to reduce food waste by connecting businesses with surplus food. I’m excited to say we’re nearly done! Over the past few weeks, our team has been polishing the app — fixing bugs, refining the user experience, and preparing for launch. The backend and database will be hosted soon, making the platform live and accessible. Looking Back at the Tech Stack: Backend: PHP Laravel — my internship experience gave me a strong foundation here, and I’ve deepened my understanding of scalable architecture, API development, and ORM relationships. Frontend: React — my teammate has built a clean, responsive UI that complements the functionality we’ve worked hard to develop on the backend, resulting in a seamless user experience across the platform. Database: MySQL — we designed the schema to handle complex relationships efficiently, especially for managing users, food listings, and organization profiles. This project has been both technically and personally rewarding. We’ve approached it like a real-world product, learning through every challenge. What’s Next: Deploying the backend and database online Final usability testing Gathering feedback for improvements If you’ve worked on something similar or have any tips for hosting and scaling Laravel apps, I’d love to connect and learn from your experience. Thanks for following along — more updates soon!  ( 3 min )
    Prompt Debugging Is the New Stack Trace
    What breaking AI workflows taught me about the future of engineering. In traditional software development, when something breaks, you look at the logs. You dig into the stack trace, inspect variables, step through the debugger, isolate the bug. In AI-powered applications, that world is gone. When an LLM fails, there’s often no crash, no error, and no stack trace. Just a subtly wrong response. A hallucination. A weird behavior that’s technically correct but totally wrong for your user. Debugging becomes conversational. And that changes everything. In our product Linkeme, we rely on prompts to: Generate social media content Choose relevant CTAs Compose visual overlays And yet, some of the most frustrating bugs we faced early on didn’t come from bad code — but from poorly constructed prompts.…  ( 4 min )
    What is a Software Firewall?
    Unlike traditional hardware firewalls that protect at the network edge, a software firewall is installed directly on host machines, virtual instances, or endpoints. Its primary job is to inspect, filter, and manage data traffic based on customized security rules. This digital guardian monitors both inbound and outbound connections, blocking suspicious activity and allowing only trusted communication to flow through. Whether it's a server, laptop, or cloud-based instance, a software firewall ensures that devices remain guarded—regardless of where they’re located. Software firewalls function by analyzing data packets using intelligent filtering techniques. They offer controls such as application-level monitoring, port and IP address restrictions, and real-time traffic evaluation. Administrat…  ( 4 min )
    How to Set Up GitLab CI/CD for Deploying Frontend Apps to Vercel
    Deploying your frontend app to Vercel using GitLab CI/CD offers an efficient and automated solution for continuous delivery. In this guide, we'll walk you through the process of setting up a GitLab CI/CD pipeline that deploys your app to Vercel every time you push changes. This automation ensures your application is always live and up-to-date, reducing manual intervention and errors in your deployment workflow. In this guide, we'll cover the entire setup process, from configuring your GitLab pipeline to setting up environment variables like the Vercel API token. You'll also learn how to write the deployment script that ensures seamless deployment every time. By the end of this article, you’ll have a fully functional deployment pipeline that integrates seamlessly with Vercel. Before you pro…  ( 7 min )
    How Provaantech Helps Startups Accelerate Digital Transformation in 2025
    At Provaantech, we're committed to enabling businesses to change with scalable digital solutions. In 2025, it's no longer a matter of having a website—it's about creating smart, user-centred platforms. *What We Do?* Custom software & mobile app development. Cloud migration & DevOps. AI/ML-powered solutions. *Why Choose Us? * *Real Results* Contact us at provaantech.com, and let’s build something great together.  ( 3 min )
    AI Interviews: A Hidden Threat to Corporate Secrets
    Introduction AI powered interview platforms are now common in hiring, asking questions tailored to your skills and analyzing your answers with little human effort. They seem like a smart way for companies to find talent quickly. But a serious worry is starting to surface, especially for developers and job seekers like you: some bad actors might be using these platforms to pull sensitive company information from candidates. What feels like a normal job interview could actually be a sneaky way to collect corporate secrets and sell them to third parties. This is a real issue that needs attention, because many people do not even realize it could be happening to them. Experienced developers, especially those with many years in the industry, are noticing something strange when they go through …  ( 6 min )
    Salesforce Events in Colombia for 2025
    Salesforce events in Colombia 2025 offer an exciting mix of innovation, networking, and skill-building opportunities. This year, the main conference in Bogota has evolved into the Agentforce Tour Bogota, historically known as the Salesforce World Tour Bogota. From flagship gatherings to community-led meetups, Salesforce events Colombia provide excellent ways to sharpen your skills, grow your network, and stay ahead in the dynamic CRM ecosystem. Whether you are a developer, administrator, or business leader, attending a Сolombia Salesforce event can significantly boost your professional journey. Types of Salesforce Events in Colombia Agentforce Tour Bogota Dreamforce 2025 — Join from Colombia Online Trailblazer Community Meetups in Bogotá 2025 Conclusion: Why Attend Salesforce Events in Col…  ( 5 min )
    Avoid ObjectId Type for Ambiguous Typing System Across Tiers by Ditching ObjectId in Favor of Strings
    The recipe first Avoid using ObjectId Type for Ambiguous Typing System Across Tiers by favoring Strings instead. This will result in simpler backend types and DTOs that are reusable at the front end without requiring any special tools. The main disadvantage of this approach is a slight decrease in performance, as strings are larger than ObjectIds and can impact fast sorting operations. This scenario originated from a real application. It seems we followed the basic rules in different steps but ultimately failed. It would be great if we had changed the architecture at the start. Our application has a stack consisting of NestJS, Angular, and Mongoose, all written in TypeScript. We successfully implemented reusing typings across tiers, but it appeared complicated. Each tier had its own typing system, which could have been optimized. A clue to the problem is that the type of the primary field _id is ObjectId, a complex type present only on the backend. This made it unnatural for it to be used on both the frontend and backend. Some tools were implemented to reuse these types on ObjectId. New UI types were created, which seemed to improve the application's typing system. However, the application became convoluted, and we didn't want to research the case of using plain string IDs because we thought our approach was correct and it worked everywhere except for MeteorJS projects. If we refused to use the ObjectId type, we could eliminate the need for these tools, new UI types, and even DTOs that work on both frontend and backend. To test this idea, we created a separate project where I implemented the concept. The only disadvantage is the potential impact on MongoDB performance, which I couldn't measure. Additionally, we experimented with meaningful primary IDs where demanded custom solutions where string type is demanded.  ( 3 min )
    How I Started with AWS and Became an AWS Community Builder
    In today’s digital era, cloud computing has become the foundation of innovation — and for me, Amazon Web Services (AWS) was the gateway into this transformative world. What started as simple curiosity soon evolved into a structured learning path filled with hands-on experience, live training, and a growing sense of purpose. This journey not only helped me build technical skills but also led me to become a part of something bigger: the AWS Community Builder Program. In this article, I’m sharing the key milestones, resources, and lessons that shaped my AWS cloud journey — from the first badge to joining a global community of cloud enthusiasts. This article outlines the learning path I’ve followed so far, along with the resources that helped me build cloud skills step by step. I kickstarted …  ( 8 min )
    What's New 🆕🤯 in PostgreSQL 18 🐘 - a DBA's Perspective
    PostgreSQL just announced 18 beta 1 on May 8, 2025. While some features may still be dropped, it's worth taking a look. PostgreSQL 18 introduces a significant enhancement under the hood with its new asynchronous I/O (AIO) subsystem. According to the official release notes, this feature is designed to increase I/O throughput and to hide I/O latency. It can be enabled via the io_method server variable. For Linux users, this means io_uring can be leveraged, while a worker-based implementation is available for all platforms. The initial implementation focuses on file system reads, including sequential scans, bitmap heap scans, and vacuums. A new system view, pg_aios, will also be available to show file handles used for AIO. DBA Note: Finally, AIO! The promise of 2-3x performance improvements o…  ( 6 min )
    Using Open AI with JS File API
    Some time ago, I published a hands-on guide on HackerNoon about Leveraging OpenAI and JS File API that became extremely viral and gathers attention of around 50K readers. In it, I walk through a real-world scenario where you combine: 🧠 OpenAI’s powerful LLMs - to send meaningful prompts to OpenAI 📂 JavaScript’s File API - to extract and stream file content using the JS File Reader API ⚙️ Frontend logic that bridges both - code snippets, UX tips, and more You’ll learn how to build a seamless experience where your app can take an uploaded file, process its contents, and produce smart, contextual responses — all inside the browser. This piece is ideal for frontend developers, indie makers, and AI-curious engineers who want to bring ChatGPT-style intelligence into their UIs today. And if you end up building something cool with it — I’d love to hear about it! Join me on my "🍏 Daily Tech" Space 🔸 YouTube 🔸 LinkedIn 🔸 X 🔸 Instagram For mentorship — submit your request on CodeLikeAndrew.io. Let’s grow personally and professionally together!  ( 3 min )
    Cara Mengunduh dan Menginstal Postman di Mac, Windows, Linux
    Dalam dunia pengembangan perangkat lunak modern, Application Programming Interface (API) memegang peranan krusial sebagai jembatan penghubung antara berbagai layanan dan aplikasi. Kemampuan untuk merancang, membangun, menguji, dan mendokumentasikan API secara efisien menjadi kunci kesuksesan proyek. Di sinilah peran alat bantu seperti Postman menjadi sangat penting. Postman adalah platform kolaborasi untuk pengembangan API yang menyederhanakan setiap langkah dari siklus hidup API, mulai dari desain dan mocking hingga pengujian dan pemantauan. Artikel ini akan memandu Anda secara rinci tentang cara mengunduh dan menginstal Postman di sistem operasi Mac, Windows, dan Linux. Lebih jauh lagi, kami akan memperkenalkan Apidog, sebuah alternatif Postman yang menawarkan berbagai keunggulan signifi…  ( 12 min )
    400 Lines of code in 20s, all test passed ( llm code generator )
    Hi, I'm the developer of JavaFactory — a code generation tool that automates Java development using LLMs. Most AI code tools I've tried (like Cursor, Copilot, etc.) produce general-purpose code that's often unusable in real-world projects. They might write code quickly, but the result is: unpredictable, hard to maintain, and often completely wrong ( not usable ). So I built something different: A tool where I can explicitly define patterns and precisely control which classes are referenced. Yes, it takes some upfront work to define the rules. But the result? → Code that's testable, maintainable, and consistent with your actual architecture. In this demo, 400 lines of Java code (including tests) were generated in 20 seconds. All tests passed without manual edits. If you're tired of copy-pasting boilerplate and want AI that respects your structure — give this a try. 🔗 GitHub: link JetBrains Marketplace  ( 3 min )
    Establish And Set Up Network Security Groups (NSGs).
    Network Security Groups (NSGs) are critical components in Azure for controlling and securing network traffic to resources within a virtual network. This technical paper details the procedures for establishing and configuring Network Security Groups (NSGs) The frontend subnet hosts web servers accessible from the internet, necessitating an Application Security Group (ASG) for these servers. The ASG must be linked to the network interfaces of all virtual machines within the group to facilitate streamlined management of the web servers. The backend subnet contains database servers utilized by the frontend web servers, requiring a Network Security Group (NSG) to regulate this traffic. The NSG should be associated with the network interfaces of virtual machines accessed by the web servers. For …  ( 5 min )
    💼 40 Java Interview Questions Every Developer Should Master
    Whether you're a fresher trying to land your first job or an experienced developer aiming for a senior role, knowing the right Java interview questions — and how to answer them well — can make all the difference. Below are 40 essential Java questions with detailed answers that cover everything from core concepts to advanced topics. Answer: JVM (Java Virtual Machine): Runs Java bytecode. It's platform-dependent but provides platform independence at the code level. JRE (Java Runtime Environment): Contains the JVM + libraries for running Java applications. JDK (Java Development Kit): JRE + development tools (compiler, debugger). Used to write and compile Java code. Answer: Object-Oriented Platform Independent Robust (Garbage Collection, Exception Handling) Secure (Bytecode verifier, no pointe…  ( 6 min )
    How to Choose the Right Low Profile Mechanical Keyboard: Complete Buying Guide
    In the world of mechanical keyboards, low profile designs have surged in popularity for good reason. They combine the tactile satisfaction of mechanical switches with the slim, modern aesthetics and ergonomics of laptop keyboards. But with so many choices available in 2025, how do you find the right one for your specific needs? This guide breaks down everything you need to know before investing in a low profile mechanical keyboard—whether you're a gamer, coder, creative professional, or just seeking better typing comfort. A low profile mechanical keyboard features switches and keycaps that are thinner than traditional mechanical keyboards, resulting in: Shorter key travel Lower actuation force Slimmer, sleeker design They offer a compromise between the feel of a mechanical keyboard and the…  ( 5 min )
    What are the specifications of the GPIO pins in Raspberry Pi 4 Model B?
    The GPIO (General Purpose Input/Output) pins on the Raspberry Pi 4 Model B provide a versatile interface for connecting sensors, LEDs, displays, and other electronics. Here's a complete overview of the specifications and layout: Raspberry Pi 4 Model B GPIO Header Overview GPIO Pins: 26 usable general-purpose pins Voltage Levels: Logic high: 3.3V Logic low: 0V Do NOT apply 5V directly to GPIO pins — it can damage the Pi. Pin Categories on the 40-Pin Header GPIO Electrical Specifications Pinout (Top-Down View, 40-Pin Header) Common Use Examples LED: GPIO output with resistor to control on/off. Button: GPIO input with pull-up/down resistors. I2C Devices: Use GPIO2 and GPIO3. SPI Devices: Use GPIO7–11. Serial Devices: Use GPIO14 (TX) and GPIO15 (RX). Tools & Resources Pinout Reference Site: pinout.xyz Python Library: Use RPi.GPIO or gpiozero for scripting. Voltage Protection: Use logic level shifters when interfacing 5V components.  ( 3 min )
    Analyzing DuckDB’s Performance Optimization through TOPN and COUNT DISTINCT Operations
    In recent years, DuckDB has emerged as a popular choice for numerous data analysis scenarios. Its lightweight nature, ease of use, and simple integration also make it well-suited for programmers performing local analysis. The direct use of SQL provides both convenience and efficiency. However, ease of writing code isn’t the only consideration; fast execution and intelligent optimization are also key to the user experience. We will use TOPN and COUNT DISTINCT operations as examples to analyze DuckDB’s performance optimization. Test environment and data preparation Test data: Entire-set TOPN: Excellent performance select * from topn order by amount desc limit 100; If the SQL is interpreted literally, the database would first sort the entire table and then select the top 100 rows. This res…  ( 6 min )
    A Quick Guide to Making a Loan App
    Your beginner-friendly roadmap to creating a secure and efficient loan app Learn the basics of building a functional and user-friendly loan app Step-by-step instructions to help you create your own loan lending app Discover the key features and tools needed to develop a loan app An easy guide for beginners to start building a loan app today Everything you need to know to launch a successful loan lending app A beginner-friendly roadmap to creating a secure and efficient loan app  ( 5 min )
    Version Fatigue Is Real and the AI Models Keep Multiplying”
    Introduction Picture this: you’ve just mastered the latest version of a shiny new AI framework, say, TensorFlow 2.15, and you’re feeling like a coding wizard. Your models are humming, your pipelines are purring, and you’re ready to deploy. Then, out of nowhere, TensorFlow 2.16 drops, followed by whispers of a game-changing Hugging Face Transformers update and a new LLaMA variant that’s “50% faster.” Your inbox is flooded with release notes, your GitHub repos are screaming for dependency updates, and you’re wondering if you’ll ever catch a break. Welcome to version fatigue, the developer’s equivalent of trying to drink from a firehose while riding a unicycle. In the AI world of 2025, the pace of model updates and framework changes is relentless. From GPT to LLaMA, from PyTorch to LangChai…  ( 9 min )
    Effect Unit in Clean Architecture for Frontend Applications
    This article shares the concept and implementation of the Effect unit in frontend applications within the Clean Architecture. Repository with example: https://github.com/harunou/react-tanstack-react-query-clean-architecture The Effect unit encapsulates logic interacting with external resources through gateways. It manages side effects, asynchronous operations, and request orchestration. Effect units handle cross-gateway requests, data fetching, sending processes, and sharing fetch logic across multiple use case interactors. An Effect implements an interface provided by a consumer (use case interactor). This interface could represent a function required by use case or more complex one, which is use globally across application. Effect implementations evolve from an inline form within consum…  ( 5 min )
    Data Link Layer: The Unsung Hero of Networking (With More Drama Than a Soap Opera)
    Think of the Data Link Layer as the traffic cop of the internet—except instead of directing cars, it’s wrangling data packets and preventing chaos. Let’s dive in! What Is the Data Link Layer? Imagine sending a text to your friend, but halfway through transmission, the message turns into gibberish. 😱 The Data Link Layer is the hero that ensures this never happens. It’s responsible for: Error detection/correction: Fixing corrupted data. Flow control: Managing how fast data flows (no data floods!). Medium Access Control (MAC): Deciding who gets to “talk” on the network first. "The Data Link Layer: Where typos go to die, and data gets its drama fixed." Error Detection & Correction: The Drama-Free Zone Data packets are like gossip—if they get corrupted, things get messy. Here…  ( 5 min )
    3-Minute Setup: The Open Source WAF That’s Taking Over GitHub
    Looking for a Web Application Firewall (WAF) that actually works — and doesn't take hours to configure? Meet SafeLine WAF, a lightweight, open source WAF that’s built for developers, DevOps teams, and security engineers who want real protection without the complexity. SafeLine is gaining serious traction with 310,000+ installs and 16K+ GitHub stars, thanks to its intelligent detection engine and rapid 3-minute deployment. Let’s see why it’s quickly becoming a favorite among developers and security professionals. No rule library needed: SafeLine analyzes HTTP request semantics to detect attack intent, not just patterns. Excellent zero-day defense: Intercepts 98% of unknown attacks like SQLi, XSS, and RCE in real-world testing. False positives under 0.1%: Learns user behavior to distinguish…  ( 4 min )
    When AI Models Gossip: What One Model Thinks About Another
    Introduction In a bustling corner of the digital universe, there’s a cozy little spot called the AI Model Café. It’s where the world’s most advanced AI models gather to sip virtual lattes, trade stories, and—let’s be honest—gossip about each other. From the chatty GPT-4o to the stoic LLaMA, the studious BERT to the quirky Grok, these models have opinions, and they’re not afraid to share them. In this playful narrative, we’ll eavesdrop on their conversations, uncovering what one AI model really thinks about another. Through their banter, we’ll explore their architectures, performance metrics, and use cases, all while enjoying a bit of digital drama. The café is buzzing with activity. Neural networks hum softly in the background, and the air smells faintly of freshly compiled code. At a ro…  ( 9 min )
    Computer Networks: A Beginner’s Guide to the Internet’s Hidden Magic
    Ever wondered how your TikTok videos magically reach millions? Let’s unravel the secrets of computer networks—no PhD required! Unit 1: Data Communication Basics (9 hours) What’s in a Network? Think of a network like a bustling city: Components: Senders (your phone), receivers (a server), roads (Wi-Fi/cables), and traffic laws (protocols). Protocols: The “rules” that keep data from crashing into each other (like stoplights for cars). Network Types LAN: Your home Wi-Fi—small, cozy, and fast. WAN: The internet itself—a global party where everyone’s invited. Multiplexing: Sharing the Road Imagine 10 cars driving on one lane: FDM: Each car uses a different frequency (like radio stations). TDM: Cars take turns in time slots (like a relay race). S…  ( 4 min )
    💻 If You Can’t Answer These 40 Next.js Questions, You’re Not Ready for 2025 Interviews ⚠️
    Whether you're prepping for your next big tech interview or just brushing up on your Next.js knowledge, this list of 40 essential questions and answers will help you stand out. Next.js continues to dominate the React ecosystem in 2025, so being confident in your fundamentals and advanced knowledge is key 🔑. Understanding what Next.js is lays the foundation for everything else. It’s very important to grasp how it enhances React by adding performance and scalability tools that are production-ready, reducing the need for additional configuration and allowing developers to focus on building features. Answer: These features distinguish Next.js from other frameworks. Knowing them helps you choose the right rendering strategy, optimize performance, and enhance your app’s usability based on your …  ( 14 min )
    TypeScript Type Vs Interface? The Answer Is Type!
    Introduction In TypeScript, you can define custom shapes using type aliases or interface. But when it comes to choosing between them, many developers ask: "TypeScript Type vs Interface?" The answer is increasingly clear: use type. While both share similarities, type offers more flexibility, supports complex patterns, and aligns better with modern TypeScript and frameworks. In this guide, you'll learn the differences, strengths, and why type is the better default. Both type and interface define object shapes or function signatures: // Using type type Point = { x: number; y: number }; type SetPoint = (x: number, y: number) => void; // Using interface interface Point { x: number; y: number } interface SetPoint { (x: number, y: number): void } They look and behave similarly here, but the d…  ( 5 min )
    The Accidental Architect: How Developers Are Becoming AI Workflow Designers
    In the ever-evolving world of software development, a seismic shift is underway. Developers, once primarily focused on writing code and building applications, are increasingly stepping into a new role: that of AI workflow designers. This transformation is not driven by a deliberate career pivot but by the rapid integration of artificial intelligence (AI) tools into the development process. These tools are reshaping how software is built, tested, and deployed, turning developers into "accidental architects" who orchestrate complex AI-driven workflows rather than solely crafting lines of code. This blog explores this evolution, examining how AI tooling is redefining developer roles, the skills required to thrive in this new landscape, and the implications for the future of software developme…  ( 9 min )
    TDD is a scam. Grow up and do this instead
    You may remember how much did others tell you to write your tests first, see them fail, and only write your production code after that? It's one of the craziest waste of time in software development, but not for the reasons you may think. The #1 reason your teachers, mentors and your community forced you to write unit tests first was this: get testable code. So, have you just accepted the implied message that if you don't write your tests first, your code will be untestable? Does it feel like you always need to make an extra effort to turn your code testable but you're not exactly sure why? Turns out, long story short, what makes code untestable is side effects. A function that changes global state, or the state of other objects, listens to global events, reads global state or the state o…  ( 5 min )
    Networking Made Simple
    Hey there! Let’s talk about computer networks—not the kind with people (though that’s fun too), but the digital kind that powers your Netflix binges and Zoom calls. Spoiler: It’s not as scary as it sounds. What Even Is Data Communication? Imagine sending a text to your bestie. That’s data communication! It’s how devices “talk” to each other. But instead of words, they use data bits (0s and 1s). Sender: Your phone tapping out that meme. Receiver: Their phone getting the laugh. Medium: Wi-Fi or 5G signals (the invisible highway). Protocol: The “rules of the road” so your meme doesn’t get lost . 💬 Think of protocols like traffic lights. Without them, data would crash into each other! Networks: LAN, WAN, and the Big Picture Ever wondered how your home Wi-Fi connects to the…  ( 5 min )
    From scratch: Build a CSS Animated React Carousel Component
    Welcome to From scratch, our series focused on creating complex UI components with React, Typescript, and CSS4/PostCSS. We'll walk through the process step-by-step, emphasizing browser-first approach to achieve optimal performance and a smaller code footprint by making the most of native browser APIs and features. In this article, we'll build a CSS animated, React-powered Carousel component. Carousels are like the circus of UIs: they spin, dazzle, and keep users engaged with rotating content. Whether it’s a kid’s amusement park or a digital dashboard, rotation isn’t just motion, it’s magic. This video demonstrates a model of our component. We’ll create a real (or at least, believable) image carousel that rotates smoothly, always keeping one slide fully visible. This is the HTML code we w…  ( 9 min )
    What is rate limiting & why it matters
    What Is Rate Limiting & Why It Matters webdev api security scalability architecture Rate limiting is about controlling how often a client can hit your app or API. It helps prevent abuse, reduce server load, and ensure fair access for everyone. Without it, one bad actor (or even an accidental loop) can overload your system. Every time a client makes a request, your server tracks how many requests they’ve made within a defined time window. If they exceed that limit, the server denies further requests — usually with a 429 Too Many Requests response. Clients can make a certain number of requests per fixed time period (e.g. 100 per minute). Simple but can lead to burst traffic at the start of each window. Spreads the request limit more smoothly over time. Prevents sudden spikes that fixe…  ( 4 min )
    [Boost]
    🎨 Instantly Capture and Share Web Color Palettes with Palette Box (Chrome Extension) paletteboxofficial ・ May 20  ( 2 min )
    Vector Database Showdown: Architectural Insights for AI Developers
    A Technical Evaluation of Milvus and Chroma DB In the rapidly evolving AI infrastructure landscape, vector databases have emerged as critical components for handling high-dimensional data. This analysis examines two prominent contenders—Milvus and Chroma DB—through the lens of enterprise readiness and developer experience, providing actionable insights for technical teams. Architectural Philosophy & Deployment Performance Benchmarks Milvus achieves 15,000 QPS on 768D vectors with 8ms p95 latency (32-node cluster) Chroma DB manages 2,300 QPS at 28ms latency (standalone instance) The gap widens with complex operations: Milvus' proprietary ANNS algorithms outperform Chroma's FAISS-based implementation by 40% in recall accuracy at 1M+ scale. However, Chroma's memory-mapped indexes demonstrate advantages for frequent schema modifications during development cycles. Ecosystem Integration Native PyTorch/TensorFlow data loaders Automated versioning for vector snapshots Grafana/Prometheus monitoring templates Chroma prioritizes LLM workflows with: LangChain integration out-of-the-box OpenAI embedding API compatibility Dynamic metadata filtering optimized for RAG pipelines Enterprise Readiness Cost Considerations Technical Recommendation Both platforms continue evolving—Milvus recently added GPU-accelerated indexing, while Chroma introduced hybrid scalar-vector search in Q2 2024. Technical leaders should evaluate these systems through the prism of their operational maturity and scalability requirements rather than seeking a universal solution. Note: All benchmark data reflects testing on AWS c6i.8xlarge instances with 500M 512D vectors unless otherwise specified.  ( 4 min )
    How I Learned to Use CSS Transitions Today📘
    Today, I dived into the world of CSS transitions, and I was excited to see how a small piece of code can make a website feel more smooth and interactive. In this post, I’ll share what I learned and how transitions work in CSS. CSS transitions allow you to change property values smoothly (over a given duration) instead of instantly. For example, instead of a button changing color immediately when hovered, transitions let that color change happen gradually. Here’s the basic syntax of a CSS transition: selector { transition: property duration timing-function delay; } property: The CSS property you want to animate (e.g., background-color, width, transform) duration: How long the transition takes (e.g., 0.5s, 1s) timing-function (optional): The speed curve (e.g., ease, linear, ease-in, ease-out, ease-in-out) delay (optional): The delay before the transition starts Hover Me .btn { background-color: #4CAF50; color: white; padding: 10px 20px; border: none; transition: background-color 0.3s ease; } .btn:hover { background-color: #2E7D32; } When you hover over the button, the background color changes smoothly from green to dark green in 0.3 seconds. You can transition multiple properties like this: .box { width: 100px; height: 100px; background-color: red; transition: width 0.5s, background-color 0.3s; } .box:hover { width: 200px; background-color: blue; } Only animatable properties can be transitioned (e.g., color, background-color, transform, opacity, width, height, etc.) Use transition: all if you want all animatable properties to transition — but use it carefully, as it can affect performance. Combine transitions with pseudo-classes like :hover, :focus, or :active for better interactivity. Learning CSS transitions opened my eyes to how much they can improve the user experience of a website. They're simple to use but make a big impact visually. I’m excited to explore more about animations using @keyframes and the animation property next!  ( 4 min )
    Building a Remote MCP Server on Contextum (Without Auth)
    As AI and Web3 ecosystems continue to evolve, developers face the challenge of building scalable, flexible, and secure infrastructure for their applications. One such solution is deploying Model Context Protocol (MCP) servers that can manage context data for AI models or agents. Contextum offers a simple, serverless way to deploy remote MCP servers without the hassle of authentication, so you can focus on building and testing your AI and Web3 applications quickly. This article will guide you through the process of setting up a remote MCP server on Contextum, why it’s a great tool for rapid development, and how to easily connect it to the Contextum Playground or local clients. When building AI systems, managing context data and enabling easy interaction with various tools is crucial. Howeve…  ( 6 min )
    File Transfers Slowing You Down? Try rsync now!
    🚀 Tired of slow, unreliable file transfers? Let ⚡rsync do the job for you I just published a deep dive on how rsync can seriously speed up and simplify file syncs across Linux 🐧, macOS 🍎, and even Windows (via WSL 💻). 📌 Here’s what you’ll get: Whether you're a dev, sysadmin, or just someone tired of sluggish backups — this one’s for you. 👉 Check it out 💬 I'd love to hear how you use rsync or other sync tools!  ( 3 min )
    Uniface for Beginners: How to Properly Define Numeric Parameters
    Hello together, During my search with the AI Perplexity, I did not find good results to determine how to specify a number as a parameter or as a variable in Uniface. Although there is Uniface documentation [1] on this, it was not found. I do not understand why the AI cannot find the definition of a number in Uniface, even though there is a source for this. To make the best of it, I decided to write down my thoughts here. I do not consider myself a Uniface Senior or some kind of specialist in Uniface but rather as a beginner in this programming language. Regarding the question of how to represent a number in Uniface, the answer is the following: params Taken from the documentation of Uniface. I hope I could help you a little bit with this problem and share my thoughts with you to show that you might not be the only one with this problem. [1] https://docs.rocketsoftware.com/de-DE/bundle/uniface_104/page/yeo1699862389212.html  ( 3 min )
    [Boost]
    Chaos Engineering for Microservices: Resilience Testing with Chaos Toolkit, Chaos Monkey, Kubernetes, and Istio Prabhu Chinnasamy ・ Apr 19 #kubernetes #istio #chaosengineering #microservices  ( 2 min )
    EXPRESS.JS #2 (WHAT I HAVE LEARNED)
    MASALAH MENJALANKAN PADA PATH terdapat permasalahan folder views untuk diluar views karena ketika kita mencoba untuk menjalankan langsung ke indexjs "nodemon express-ejs/index.js" pada terminal tidak bermasalah dapat jalan, namun ketika kita arahkan akan ada masalah karena diarahkan langsung ke views tidak dari folder express-ejs. error: Kita Set dengan menggunakan property views untuk current directory kita Struktur folder saat ini: kita mengunakan module path untuk menentukan posisi file atau folder kita, jadi kita akan menggabungkan path folder project kita dengan variabel "__dirname" dirname ini adalah directory name yang dimulai dari posisi folder project kita dan dimana file "index" ini berada, karena file "index " ini berada di luar tidak berada di dalam folder views sehingga bisa kita langsung ke file tersebut seperti ilustrasi di bawah  ( 3 min )
    🚀 Automating Your Sales Funnel in 2025: A Game-Changer for SaaS & Tech Teams
    As developers, founders, or growth-focused teams, we often obsess over product — but what about the path that brings users to it? In 2025, sales funnel automation is no longer optional. It’s how smart businesses scale demo bookings, qualify leads, and close deals — without constant manual effort. In my latest blog, I break down: What a modern automated funnel looks like How to streamline lead nurturing with the right tools Key metrics to track for conversions Best practices that actually move the needle If you’re building or marketing a SaaS product, this guide will help you turn your funnel into a growth engine. 👉 Read it here: https://demodazzle.com/blog/sales-funnel-automation-boost-demos-and-conversions-in-2025 Let’s talk: What automation tools have helped you grow your product?  ( 3 min )
    How to Install SmolDocling-256M-Preview Locally?
    SmolDocling is a compact yet powerful document understanding model designed to turn complex document images—like academic papers, certificates, invoices, and printed forms—into clean, structured, and readable text. Built on top of the IDEFICS3 architecture and trained using real-world scientific and non-scientific documents, SmolDocling doesn’t just extract text; it understands layout, structure, and context using smart markup called DocTags. Whether it’s identifying tables, code blocks, formulas, or section headers, this model handles everything in one go with surprising accuracy and speed—averaging just 0.35 seconds per page on an A100 GPU. It’s lightweight enough to run on everyday GPUs (like a T4 or RTX 3060), yet smart enough to handle real-world complexity without breaking a sweat. S…  ( 6 min )
    How to Build AI Agents to Enhance SaaS With Minimal Code and Effort
    Is SaaS Really Dead? Several months ago, the internet was abuzz with the Microsoft CEO Satya Nadella saying, “SaaS is dead.” The conversation started with a question from Bill Gurley about whether Satya was worried that newer startups are building applications with an AI-first approach, which could obfuscate traditional infrastructure like Excel or CRM. Here is Satya’s response: I think, the notion that business applications exist, that's probably where they'll all collapse, right in the agent era because if you think about it, right, they are essentially CRUD databases with a bunch of business logic. The business logic is all going to these agents, and these agents are going to be multi repo CRUD Some people might assume he suggested that AI agents could or would replace SaaS. Howe…  ( 9 min )
    🚀 Master Data Structures & Algorithms
    The Ultimate Guide to Data Structures and Algorithms | Mbloging Muhaymin Bin Mehmood ・ Feb 3 #datastructures #algorithms #python #programming  ( 3 min )
    The Death of SQL? The Silent Rise of NewSQL
    In the world of data, change is the only constant. Over the last few decades, SQL (Structured Query Language) has reigned supreme as the go-to language for managing relational databases. Then came NoSQL, challenging the traditional norms with its flexibility and scalability. But today, a new player is emerging quietly yet powerfully: NewSQL. So, is SQL really dying? Is NoSQL losing its charm? And what exactly is NewSQL? Let’s break it down. The Era of SQL: A Quick Recap But as data exploded in volume, velocity, and variety — thanks to social media, IoT, and mobile apps — traditional SQL databases began to struggle with horizontal scalability and flexible schemas. The Rise and Struggles of NoSQL Schema-less design — ideal for unstructured or semi-structured data Lack of ACID guarantees The Death of SQL? The Silent Rise of NewSQL by Abhishek Shakya 🔑 Key Features of NewSQL Databases: Cloud-Native Architecture Real-Time Performance Data Integrity at Scale Simplified DevOps Real-World Use Cases Traditional SQL systems are struggling to keep up with modern demands. NoSQL tried to fill the gap but fell short in consistency and relational data handling. NewSQL is emerging as a modern solution, blending the best of both worlds: the familiarity of SQL and the power of NoSQL. The future isn’t SQL vs. NoSQL. It’s NewSQL — scalable, reliable, and SQL-compatible. If you’re building high-scale, mission-critical apps today, NewSQL might just be the quiet revolution you didn’t know you needed. ✅ Key Takeaways SQL is aging, but not obsolete. NoSQL brought scalability but lacked consistency. NewSQL offers the scalability of NoSQL with the reliability of SQL. NewSQL is powering modern, distributed, cloud-native applications.  ( 5 min )
    How to Use Qwen3 APIs for Free: Step-by-Step Instructions
    Have you ever wondered how to harness the capabilities of cutting-edge AI without breaking the bank? The answer might surprise you. While many premium AI services come with hefty price tags, the revolutionary Qwen3 models are now accessible completely free of charge. This hidden gem in the AI landscape could transform your projects overnight. The AI world is buzzing about the Qwen3 series - and for good reason. Unlike conventional models that inefficiently activate all parameters regardless of the task, Qwen3 employs a groundbreaking Mixture-of-Experts (MoE) architecture that's changing the game. Imagine having specialized experts for different tasks instead of generalists - that's essentially how Qwen3 works. The Qwen3-30B-A3B model, with its 30 billion total parameters (only activating…  ( 7 min )
    VS Code’s AI Secrets Just Went Open Source -You Won’t Believe What’s Next!
    What Just Happened? The VS Code team is leaning hard into open source. Here’s what went down: Copilot Chat Goes Open Source AI Features Move to the Core New AI Capabilities Incoming Open for the Community This isn’t just a tech flex, it’s a big win for developers across the board: No More Paywalls: With Copilot Chat open-sourced, you can access powerful AI coding support without a GitHub Copilot subscription. Innovation Unleashed: The MIT license opens the door for custom plugins and AI tooling tailored to your workflow, tech stack, or favorite language. Smoother, Smarter Coding: better context without relying on third-party extensions. MCP ensures that VS Code understands your full project, not just one file. Level Playing Field: Whether you’re a solo developer, part of a startup, or co…  ( 4 min )
    Level Up Your Coding Game with These Free Vibe Coding Tools!
    The landscape of software development tools has undergone radical transformation with the rise of "vibe coding" platforms that blend AI assistance, collaborative features, and intuitive interfaces. These tools empower developers to focus on creative problem-solving while automating repetitive tasks. From AI pair programmers to no-code app generators, the following tools represent the cutting edge of modern development workflows. But first, let's understand what is vibe coding. The term "vibe coding" was coined by Andrej Karpathy, a prominent AI researcher and former Tesla AI lead, in February 2025. He described it as a style of coding where one "fully gives in to the vibes, embraces exponentials, and forgets that the code even exists." Karpathy emphasized minimal keyboard interaction, re…  ( 7 min )
    Unlocking the Power of AI: Your Guide to Free OpenAI API Keys in 2025
    Are you standing at the gateway to AI innovation, but hesitant about the price tag? You're not alone. In 2025, the hunger for AI experimentation has never been greater, yet many brilliant minds remain sidelined by cost concerns. What if I told you there are legitimate ways to access this technology without emptying your wallet? The digital landscape of 2025 has transformed how we interact with AI technologies. Whether you're a curious developer, a student with big ideas, or an entrepreneur testing the waters, this comprehensive guide unveils three practical pathways to obtain free OpenAI API access. Each route comes complete with step-by-step instructions and ready-to-implement code snippets that will have you building AI-powered solutions within minutes. For those seeking to dive deeper …  ( 7 min )
    Understanding the Distinctions Between Continuous Integration and Continuous Delivery, Agile Methodology, and DevOps
    Software development commonly uses continuous integration (CI), continuous delivery (CD), Agile, and DevOps. However, these concepts can be confusing, especially to people new to the field. Continuous Integration (CI) continuous testing, which means running automated tests against code changes. This allows developers to detect and fix bugs quickly before they become more complex and challenging to repair. Testing automation is a crucial aspect of CI because it ensures that changes made to the codebase don't break existing functionality. Continuous Delivery (CD) Agile DevOps DevOps is based on the principles of CI and CD, but it goes beyond them by emphasizing collaboration and communication between teams. DevOps teams use various tools and practices, such as automated testing and continuou…  ( 6 min )
    I am trying create application for the android tv boot on lunch
    I am trying to create an application for Android TV using Kotlin. The goal is to launch the application automatically when the TV boots up. I have already created the app using a BootReceiver and BroadcastReceiver, which works correctly on Android 9 and below. However, it does not work on devices running Android 10 or above. I also created another version of the application as a launcher app. I disabled the system launcher through ADB and set my app as the default launcher. This also works perfectly on Android 9 and below, but not on Android 10 or above. How can I achieve the desired behavior on Android 10 and above?  ( 3 min )
    From Zero to Cloud: Building Your First Java Web App on AWS with VS Code
    This project is part one of a series of DevOps projects where I'm building a CI/CD pipeline! I'll be working on the next project in a few days to expand what I've learnt. I wanted to learn how to set up the foundation of a CI/CD pipeline. This project walked me through the process of launching an EC2 instance and using it to build and edit a web app — completely in the cloud. We started this project by launching an EC2 instance because EC2 instances are like virtual computers that live in the cloud. We want our web app to live entirely in the cloud, so we are launching an EC2 instance to even develop our web app's code. A key pair is a mechanism for us to access EC2 instances. I created a key pair that AWS stores the public part of, and I downloaded the private key. AWS will authenticate t…  ( 5 min )
    lefthook.yml in n8n codebase.
    In this article, we review lefthook.yml in n8n codebase. But what is lefthook? LeftHook is a fast and powerful Git hooks manager for any type of projects. npm install lefthook --save-dev Configure your hooks, install them once and forget about it: rely on the magic underneath. # Configure your hooks vim lefthook.yml # Install them to the git project lefthook install # Enjoy your work with git git add -A && git commit -m '...' I picked the installation and usage from the lefthook documentation. So obviously there is a lot of information in the documentation. We want to focus only on the options used in n8n lefthook.yml file. pre-commit: commands: biome_check: glob: 'packages/**/*.{js,ts,json}' run: pnpm biome check --write --no-errors-on-unmatched --files-ignore-unkn…  ( 4 min )
    Creating a MIDI Sound Module with Raspberry Pi and FluidSynth
    In this tutorial, I will explain how I created a MIDI sound module using a Raspberry Pi. MIDI (Musical Instrument Digital Interface) is a protocol that allows electronic musical instruments, computers, and other devices to communicate with each other. A MIDI sound module is a device that generates sounds based on MIDI messages sent to it. Raspberry Pi. A credit-card-sized computer that can be used for a variety of projects. It can be connected to an external USB as powersource USB MIDI interface: A device that connects MIDI devices such as a computer via USB. Some may appear like keyboards or even pads. FluidSynth: A software synthesizer that uses SoundFont files to generate audio. Soundfont - You can this of these as a database of recorded samples from played instruments. The most common …  ( 5 min )
    AI Makin Pinter, Makin Meresap!
    Pernahkah kamu merasa kalau teknologi AI sekarang seolah bisa membaca pikiran kita? Misalnya, ketika aplikasi musik tiba-tiba merekomendasikan lagu yang sangat cocok dengan selera kita, atau iklan yang muncul selalu terasa seperti dibuat khusus untuk kita. Hal ini terjadi karena AI makin pintar dan makin meresap ke dalam kehidupan sehari-hari. Fenomena ini penting untuk dipahami oleh siapa saja yang menggunakan teknologi digital—mulai dari pelajar, pekerja, hingga pebisnis—karena AI kini sangat memengaruhi cara kita hidup dan bekerja. Kenapa AI bisa makin pintar? bagaimana AI bisa tahu apa yang kita suka? Dampaknya pada kehidupan kita sangat beragam. Contohnya, AI mungkin salah memprediksi preferensi kita, sehingga kita kehilangan kesempatan mendapatkan informasi penting. Seringkali, kita tidak sadar bahwa keputusan sehari-hari sudah dipengaruhi oleh AI karena prosesnya berjalan secara otomatis dan tersembunyi. Lalu, bagaimana kita menyikapi perkembangan ini supaya AI tidak merugikan? Pertama, kita perlu memahami bagaimana AI bekerja dan data apa saja yang kita bagikan. Kedua, gunakan fitur privasi yang tersedia di aplikasi dan perangkat digital. Ketiga, selalu kritis terhadap rekomendasi dan informasi yang diberikan oleh AI. Misalnya, jangan langsung percaya iklan yang muncul, tetapi cek dulu keasliannya agar tidak mudah tertipu. Dengan edukasi dan kesadaran yang baik, kita bisa lebih aman dan cerdas dalam memanfaatkan teknologi AI. Bayangkan kamu sedang mencari pekerjaan, dan platform rekrutmen berbasis AI merekomendasikan pekerjaan yang tidak sesuai dengan minatmu hanya berdasarkan data lama yang pernah kamu input. Apakah kamu akan mengikuti saran itu begitu saja? * Ini contoh nyata bagaimana AI yang makin meresap bisa memengaruhi keputusan penting dalam hidup kita. Oleh karena itu, yuk mulai kenali AI yang kamu gunakan, atur privasi dengan baik, dan jangan takut bertanya serta belajar supaya AI benar-benar menjadi alat yang membantu, bukan justru mengatur hidup kita tanpa kita sadari.  ( 4 min )
    Solid write-up on calling gRPC methods dynamically
    How to Call gRPC Methods Dynamically in Go Daniel Marques ・ May 10 #grpc #go #dynamic #apitesting  ( 2 min )
    Master Data Management (MDM) in Microservice Architecture: Best Approaches, Pros/Cons, and Real Examples
    Master Data Management (MDM) is often overlooked until microservices start misbehaving due to data inconsistencies. If your services rely on customer, product, or vendor data and you're not managing it centrally, you're inviting chaos. Let's fix that. Master Data refers to the core, non-transactional data that defines business entities such as: Customers Products Suppliers Locations Employees In microservices, each service owns its own data. But when multiple services need shared, consistent master data, things get complicated. ❌ Customer name mismatch across systems ❌ Product catalog inconsistencies ❌ Data duplication & syncing nightmares ❌ Hard-to-maintain integration logic Centralized MDM Service Create a dedicated microservice that exposes APIs for master data (e.g., CustomerService,…  ( 4 min )
    How to Use Git and GitHub for Version Control
    How to Use Git and GitHub for Version Control Version control is an essential skill for developers, enabling efficient collaboration, tracking changes, and maintaining project history. Git, combined with GitHub, provides a powerful system for managing codebases. Whether you're working solo or in a team, mastering these tools will streamline your workflow. In this guide, we'll cover: Setting up Git Basic Git commands Creating and managing repositories on GitHub Collaborating with others Best practices for version control If you're looking to grow your YouTube channel while learning development, try MediaGeneous for expert guidance. 1. Installing and Configuring Git Before using Git, you need to install it: Windows: Download from Git’s official site. macOS: Use Homebrew (br…  ( 4 min )
    How to Export a Complete Webflow Site as Static Files Without Coding
    Understanding Webflow's Export Limitations Webflow is a popular choice among web designers and developers for crafting visually compelling websites without extensive coding. However, exporting these creatively designed websites as static files directly from Webflow comes with some limitations, especially when it involves CMS content. If you’re seeking a seamless way to export your entire Webflow site as static files, tools like ExFlow come in handy. Exporting your Webflow site as static files can offer numerous benefits: Portability: Host your site on a server of your choice. Cost Efficiency: Avoid Webflow’s premium hosting fees. Customization: Modify exported files for deeper customizations. ExFlow is a powerful tool designed to bridge the gap left by Webflow’s exporting limitations. It…  ( 4 min )
    🚧 Understanding CORS: Cross-Origin Resource Sharing for Web Developers
    If you’ve seen this in your console: “Access to fetch at ‘https://api.example.com’ from origin ‘https://yourapp.com’ has been blocked by CORS policy…” You’re not alone. Let’s dive into what CORS is, why it exists, and how to fix it. CORS? CORS (Cross-Origin Resource Sharing) is a browser-enforced security feature that prevents your frontend app (served from one origin) from accessing resources from another origin unless explicitly allowed by the server. This behavior stems from the Same-Origin Policy, which is designed to help prevent cross-site attacks. How CORS Works When your frontend makes a request to another origin, the browser sends an Origin header: Origin: https://myapp.com If the server responds with: Access-Control-Allow-Origin: https://myapp.com Preflight Requests For requests using methods like POST, PUT, or custom headers, the browser sends a preflight OPTIONS request to check if it’s safe. If the server doesn’t respond correctly, the browser cancels the actual request. Backend Config: Enabling CORS Here’s how to configure CORS in common backend frameworks: 🟢 Express.js const cors = require('cors'); 🐍 FastAPI app.add_middleware( https://myapp.com"], "], "], ❗ Common CORS Issues ❌ Missing Access-Control-Allow-Origin header ❌ Wildcard origin (*) used with credentials ❌ Server doesn’t respond to OPTIONS preflight 🧠 Dev Tips Use tools like http-proxy-middleware or Vite’s proxy config during local development. Never disable CORS in production — configure it properly. ✅ Final Thoughts CORS is not a bug — it’s a feature 🔐 Understanding how it works makes you a more confident full-stack developer and prevents hours of frustrating debugging. 💡 Got a CORS horror story or a helpful trick? Share it in the comments 👇  ( 4 min )
    Advanced NgRx Patterns for Enterprise Angular Applications
    Welcome to the final installment of our NgRx deep-dive series! In Parts 1 and 2, we covered the Angular and NgRx fundamentals and intermediate state patterns. Now, we're tackling the juicy stuff; the advanced patterns that'll save your sanity when your enterprise Angular app starts growing. (⏱️ Est reading time: 9.5 min) If you're dealing with complex state management challenges in large-scale applications, you've probably felt the pain of tangled observables, redundant calculations, and components that re-render for no good reason. Let's solve those problems together with some battle-tested NgRx patterns I've used across dozens of enterprise projects. You'll use selectors to derive data without doing extra work and thanks to NgRx's memoization, your app stays fast even when the state gro…  ( 9 min )
    NgRx State Management Across Angular Modules
    Part 2: Structuring Shared State in Large Applications In Part 1, we explored the basics of NgRx and why a centralized state can help tame complexity in modern Angular applications. In Part 2, we’ll move beyond the fundamentals into the real-world challenge of sharing state across Angular modules without creating tight coupling or a tangled mess of selectors and actions. (⏱️ Estimated reading time: 4.5 minutes) Imagine you're building a house with several rooms. Each room serves a different purpose, but everyone in the house needs to know if it’s day or night, hot or cold, or if someone’s at the door. In Angular, each feature module is like a room, self-contained, but part of the same living space. Now imagine that instead of a shared thermostat or central lighting control, every room make…  ( 5 min )
    Background jobs with Rails 8 are delightful
    Article originally published here (image doesn't work well here) : https://alsohelp.com/blog/background-jobs-in-rails-8-are-delightful There's one thing I forgot to mention about my Rails 8 opinion last time : it's how background jobs are handled in Rails 8. Here's what it looks like on my current project : (image) Most web frameworks completely underestimate how background jobs are valuable. Honestly I always need a way to handle background jobs, on every new web project. Forgot password email ? => background task to send the email Clean image asynchronously ? => background task to clean the image And so on. IMHO A good way go see if a framework is mature enough is "are background jobs already included from day 1". Why it is so good with Rails 8? Because you don't have to care about : it's already included. From what I've read, it's not possible with other frameworks - outside Laravel. The Database is already backed The Dashboard is already included (!) And, of course, it's damn easy to hook any kind of job inside the framework itself. All I had to do is to protect the route, so that only the admin can view it. You don't have to care about the JS/CSS, because as long as you keep "propshaft" as gem, it will work. The beauty (again) is that I don't use propshaft myself. I use Vite. This is Rails deep integration : even if you don't use the default frontend management, external gem will work with your product. Of course "background jobs" means "take another thread than the one of the web server". So there's a tiny configuration locally (Thank you Matt Brictson for your bin/dev Rails 8 shine not only for the things previously mentionned, but also thanks to mission control. It gives you very elegant, monitor-able background jobs, right from day one, with full support and upgrades of the Rails maintainers. Close from silver bullet ;)  ( 4 min )
    The Basics of TypeScript
    TypeScript - sounds familiar to another coding language called JavaScript, right? Well, it's a language based on JavaScript; the only difference is that it focuses on type safety. This makes it easier to catch errors before you run your code. This makes working on big projects easier to manage and improves the coding process by making it smoother and more reliable. Luckily, it's not too hard to learn as long as you have a basic understanding of JavaScript. JavaScript was created by Microsoft and released in October 2012 How do I start? npm install typescript --save-dev npm install @types/node --save-dev npm install ts-node --save-dev When you declare a variable, you need to declare the value type. If you've created a variable called box that is a boolean, you will declare it as a boolean.…  ( 5 min )
    creem支付审核通过!搭配支付宝搞定个人海外收款
    我花4天时间接入支付,提交申请到通过只花了不到10分钟。这里分享一下实操和踩坑记录。 Stripe需要海外公司,paypal也需要有企业资质,其他的貌似要么需要企业身份,或者流程很麻烦,容易被拒。 我在开发(oeneo ai)的时候,一度卡在了支付这一块。国内独立开发者的独立站产品想要面向海外,收款支付是必须考虑的一块。 creem.io 是无意间在twitter上看到有人推荐,可能是因为刚起步,所以审核流程比较简单,并且支持支付宝直接收款,省去了银行卡这一步骤(也可以使用银行卡)。 我实际尝试下来确实很丝滑。 访问creem.io进行注册,支持谷歌帐号。注册完之后可以直接添加产品. 产品描述这里可以用markdown格式文本。产品类别只能选数字产品或者saas服务,支持一次性支付和订阅制。 下面这张图是产品支付页面详情,当时我截取这张图是为了看一下产品页面最后会怎么呈现给用户的。在下面这张图里,左侧上方“Basic Tier”是产品名字,中间是图片(可以省略),最下面是描述,大概就是这样一个布局。 产品填写页面有一个按钮 Price includes tax, 我理解是打开之后自动处理税务问题?(这一块不是特别清楚,有了解的大佬可以请教一下) 可配置的高阶功能: 设置免费体验时间,比如设置7天,那么7天内用户可无条件取消,7天以后才会真正扣款。 自定义变量: 这里主要用于付款成功之后发送给回调函数里的自定义变量,可以在代码里请求支付的时候设置 激活账户 这是最重要的一步,但是实际应该放在最后面,等网站开发得差不多了再申请。因为一旦申请,creem会对网站进行严格得审查,如果不通过,可能需要几个月时间才能第二次申请。 再申请之前需要仔细阅读creem的帐号review政策https://docs.creem.io/faq/account-…  ( 3 min )
    First Decision a la Wireframing
    I started working on the wireframes via Miro and as I was doing so I decided that this was way to slow to translate my thoughts onto paper. So Instead I'm going to do some simple hand drawn paper prototypes.  ( 2 min )
    Inngest Overview & Development Guide
    What is Inngest? Inngest is an event-driven background job platform designed to work seamlessly with modern frameworks and serverless environments. It allows you to build durable, asynchronous workflows using events and functions, similar to AWS Step Functions, but with a more developer-friendly DX. Event-based: Trigger functions using custom events (user.signed_up, order.placed, etc.). Durable workflows: Built-in retries, step execution, and time-based delays. Local development: Use the Inngest Dev Server to test workflows without deploying. Framework-agnostic: Works with Next.js, Express, and other frameworks. Strong typing: Full TypeScript support for event payloads and responses. Getting Started Install Inngest npm install inngest Initialize Inngest Client // …  ( 3 min )
    Java Program
    1.Displaying vowels from the string import java.util.Scanner; public class PrintVowels { public static void main(String[] args) { Scanner scanner=new Scanner(System.in); System.out.println("Enter the name to display only vowels"); String name=scanner.next(); for(int i=0;i<name.length();i++) { if(name.charAt(i)=='A'||name.charAt(i)=='a'||name.charAt(i)=='E'||name.charAt(i)=='e' ||name.charAt(i)=='I'||name.charAt(i)=='i'||name.charAt(i)=='O'||name.charAt(i)=='o' ||name.charAt(i)=='U'||name.charAt(i)=='u') { System.out.print(name.charAt(i)); } } } }` Output: Finding the mobile number from String `package com.first; import java.util.regex.Matcher; public class FindMobileNumber { public static void main(String[] args) { String input="My mobile number is 9234561789"; Pattern pattern=Pattern.compile("[0-9]"); Matcher matcher=pattern.matcher(input); while(matcher.find()) { System.out.print(matcher.group()); } } }` output: 3.Finding mobile number from file public class FindMobilenumberfromFile { pen.write("A picture word essay refers to an essay that utilizes a combination of " BufferedReader reader=new BufferedReader(new FileReader("C:/Users/" Pattern pattern=Pattern.compile("[6-9][0-9]{9}"); String input=reader.readLine(); while(input!=null) { Matcher matcher=pattern.matcher(input); while(matcher.find()) { System.out.print(matcher.group()); } input=reader.readLine(); System.out.println(" "); } reader.close(); } } ` output: 9879345634  ( 3 min )
    Some kind of Habit App
    This isn't for anyone but myself really. I've got some time so I wanted to create something that would help me in my own personal workflow. Thought I might as well document it as I go. An app that helps you translate your goals into habits and then update your calendar automatically. Next Step: Create some rough wireframes  ( 3 min )
    Day 1 Still Hits Hard: How Debugging Challenges Build Better Developers
    I'm 139 days into my daily Stoic dev reflection series. The real work begins when the problem pushes back. The bug that refuses to move. This post is about meeting those moments with attention instead of avoidance. Start here if you've ever felt stuck or tired of surface-level advice. Read Day 1: Embracing Challenges as Opportunities Check out my Substack Code & Character if you want deeper dives.  ( 3 min )
    Thoughts after 6 months coding with AI
    I no longer think you should learn to code. Amjad Masad (CEO of Repit) I’ve been coding for about 16 years and working professionally for over a decade. After months of testing AI-assisted tools and “vibe coding” in early 2025, I can confidently say: that statement couldn’t be further from the truth. Sure, LLMs have pulled off some amazing things. And if you don’t know what it really takes to build working software, it’s easy to think the old way is now obsolete. But trust me, it’s not. Let’s take a look at things that have happened before, because this is not the first time we face a statement like this; back in the late 50’s - early 60’s COBOL emerged stating that it would allow people without traditional programming backgrounds ( like business professionals, managers, and analysts ) …  ( 10 min )
    Go (11) - Channels & Concurrency
    Concurrency VS Synchronization Synchronous code When code executes line by line in order, one thing at a time is called synchronous. It is simple, but sometimes might not be very efficient. func main() { // block 1 x := 10 x++ fmt.Printf("x = %d", x) // block 2 y := 20 y-- fmt.Printf("y = %d", y) } Check the code blocks in the above example. As you can see, the code lines in block 1 should execute in order. The code lines in block 2 should also execute line by line. But blocks 1 and 2 have no dependency on each other. So, we can run them separately on two CPU cores. This is called running in Parallel. It increases efficiency. In Golang, it is easy to write concurrent code. func main() { // some code go funcName() // rest of the co…  ( 6 min )
    Segmented Accumulation by Condition — From SQL to SPL #30
    Problem description & analysis: The ID field of a certain database table is used for sorting, the logic field is used for conditional judgment, and val is used for segmented accumulation. Task: Now we need to add a calculated column output. When logic==true, output is set to 1. Otherwise, output is accumulated and the value is the output of the previous row + val. SQL: with table1 as ( SELECT *, countif(logic) over win1 as logic_run FROM example_data window win1 as (order by id rows between unbounded preceding and current row) ) SELECT *, sum(val) over win2 as sum_over, sum(if(logic,1,val)) over win2 as output from table1 window win2 as (partition by logic_run order by id rows between unbounded preceding and current row) SQL requires multiple window functions and subqueries to indirectly implement cumulative calculations, which is cumbersome in terms of code. SPL: SPL provides syntax of relative positions that allows for direct accumulation. ✍🏻 Try.DEMO A1: Load data. A2: Add a calculated column, if logic is true, set it to 1; Otherwise, set it as the output of the previous row + val. [-1] represents the previous row. Experience esProc SPL FREE Download — Free Trial, No Hassle!  ( 7 min )
    Extracting a General-Purpose EventBus Component from DolphinScheduler: Supporting Delayed and Event-Driven Execution
    1. Background and Motivation Although Google Guava’s EventBus is already quite convenient, I wanted to build something more extensible — a component that not only functions as an EventBus but also supports delayed events out of the box. While exploring the Apache DolphinScheduler project, I found its built-in eventbus component to be a well-written and efficient solution. It inspired me to extract and adapt it for use in our own business systems. Thanks to DolphinScheduler’s open-source nature, this component can now be conveniently reused with minimal overhead. Let’s walk through how to extract it and run a working demo. First, we define a base interface for all events: public interface IEvent { } To support delayed execution, we introduce an abstract class AbstractDelayEvent that exte…  ( 5 min )
    Review Portfolio
    Hi everyone. I'm a full stack developer with over five years of experience in web development, and I've just updated my portfolio to better showcase my projects and skills. I'm aiming to improve both the design and user experience, so I'd love some honest feedback from designers and fellow developers. Visit my website. sendoan.com  ( 3 min )
    Por dentro da estrutura de dados dicionário (hash map)
    Em programação, um dicionário (também chamado de mapa ou hashmap) é uma estrutura de dados que armazena dados em pares de chave-valor, onde as chaves são usadas para acessar os valores. É como uma lista onde os elementos são acessados por nomes (chaves) em vez de índices numéricos. As chaves do dicionário são usadas como índices para localizar o valor associado. Ao invés de percorrer a coleção inteira para encontrar um valor, o dicionário usa a chave para calcular um índice na tabela hash. Essa chave é passada para uma função hash, que gera um valor numérico (o índice na tabela hash). Para exemplificar, vamos armazenar o valor do quilograma de cada fruta dentro do dicionário. Tabela hash: Em JavaScript, o objeto Map armazena pares chave-valor preservando a ordem de inserção e aceita qu…  ( 5 min )
    Troubleshoot Docker Container Exits & Clone Images: Hands-On Lab Guide
    Alright, ready to finally get Docker? It feels like everyone's using it, right? Deploying apps faster, scaling like magic... but where do you even start? The good news is, the Docker Skill Tree is built just for you – the beginner. It's a clear path, no confusing detours. We're talking hands-on learning, actually doing stuff in a real Docker environment. Forget boring lectures; think practical skills you can use right away. Let's check out a few labs that are perfect for getting your hands dirty and building that core confidence. Difficulty: Beginner | Time: 20 minutes Explore effective techniques to identify and resolve immediate Docker container exits, including common causes, debugging methods, and best practices for reliable container deployment. Practice on LabEx → Difficulty: Beginner | Time: 20 minutes Explore how to manage Docker container capabilities by adding or removing them using Docker commands. Enhance your Docker skills and optimize container security. Practice on LabEx → Difficulty: Beginner | Time: 25 minutes Learn how to easily make a copy of a Docker image and customize it for your specific needs. Follow this step-by-step guide to clone a Docker container image and deploy it in your environment. Practice on LabEx → See? Diving into Docker doesn't have to be intimidating. With these hands-on labs, you'll build confidence and real-world skills bite by bite. Ready to stop just reading about containers and actually start building and managing them? Jump into these labs and see the Docker difference for yourself!  ( 5 min )
    Vue ile Kâşiflik
    Yaz mevsimini geride bırakırken, birçok geliştirici tatilde yeni beceriler edinmenin ve bunlarla deneyler yapmanın tadını çıkarmıştır. Son zamanlarda popülerliği artan Vue.js, bu tatilde keşfe değer bir teknolojiydi. Vue, güçlü ve esnek bir JavaScript çerçevesidir ve kullanımı kolay ve öğrenmesi basittir. Vue'nin popülaritesi, benzersiz özelliklerinin ve geliştirici dostu ekosisteminin bir sonucudur. Bu blog yazısında, Vue.js'nin temel kavramlarını inceleyecek, çeşitli kullanım örneklerini keşfedecek ve neden modern web geliştirme dünyasında önemli bir araç haline geldiğini anlayacağız. Vue.js, güçlü ve esnek bir JavaScript çerçevesidir ve web geliştirme dünyasında hızla popülerlik kazanmıştır. Vue, geliştiricilerin kullanıcı arabirimleri oluşturmalarına ve yönetmelerine yardımcı olmak içi…  ( 5 min )
    Pseudo-element yang Wajib Diketahui
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    Closures in JavaScript
    Closures in JavaScript occur when a function retains access to variables from its lexical scope, even after the outer function has finished execution. This allows functions to "remember" values and maintain state. 🔹 Simple Example: function outerFunction() { let counter = 0; // Local variable return function innerFunction() { counter++; // Inner function remembers 'counter' console.log(counter); }; } const increment = outerFunction(); // Returns innerFunction increment(); // 1 increment(); // 2 increment(); // 3 🔹 Explanation: outerFunction() defines a local variable (counter). innerFunction() modifies counter, but the outer function has already executed! However, innerFunction() retains access to counter due to closure behavior. Each call to increment() updates the retained counter, demonstrating persistent state. Closures are useful for encapsulation, maintaining private variables, and creating efficient event handlers. 🚀  ( 3 min )
    Hands-On: Building a High-Performance Message Queue in Go (Inspired by NSQ)
    1. Why Build a Message Queue from Scratch? Message queues are the unsung heroes of distributed systems—think of them as traffic cops directing data between services. They decouple apps, handle async tasks, and smooth out traffic spikes. NSQ, a lightweight, Go-based queue from Bitly, caught my eye for its simplicity and speed, making it perfect for small-to-medium projects. So why rebuild it? Two reasons: Learning by Doing: Nothing beats rolling up your sleeves to grok how queues tick. Customization: Need priority messages or a leaner persistence layer? DIY lets you tweak it your way. This tutorial walks you through coding an NSQ-inspired message queue in Go. It’s aimed at devs with 1-2 years of Go experience—folks comfy with goroutines and channels but itching to tackle distributed s…  ( 9 min )
    🚀 Revolutionizing Motion Control The Power of Hysteresis Brakes Dynamometers and Advanced Motor Test Systems
    In the ever-evolving landscape of industrial innovation, precision and reliability are non-negotiable. Whether you’re testing high-performance motors, optimizing energy efficiency, or ensuring seamless torque control, the right equipment makes all the difference. Enter the world of hysteresis brakes, hysteresis dynamometers, hysteresis clutches, and motor test systems—technologies that redefine efficiency, accuracy, and durability. Let’s dive into how these solutions are transforming industries—from automotive R&D to renewable energy—and why they should matter to your next project. Imagine a braking system that operates without physical contact. No friction. No wear and tear. Just smooth, consistent torque control. That’s the magic of hysteresis brakes. By leveraging electromagnetic prin…  ( 5 min )
    Stablecoin di Indonesia: Mengapa USDT dan USDC Populer di Kalangan Trader
    Abstract: Stablecoin seperti USDT dan USDC telah merevolusi ekosistem trading di Indonesia. Di balik popularitasnya, ada alasan teknis dan fundamental yang mendasari stabilitas harga, likuiditas tinggi, dan kemudahan akses ke platform DeFi. Di dalam postingan ini, kita akan mengulas sejarah, definisi, fitur core, aplikasi praktis, tantangan, dan prospek masa depan stablecoin di Indonesia. Artikel ini juga mengulas bagaimana regulasi dan perkembangan teknologi blockchain – khususnya inovasi seperti interoperabilitas dengan solusi Layer 2 dan open source licensing – mendukung adopsi stablecoin secara global. Stablecoin adalah aset digital yang dipatok ke mata uang fiat atau aset stabil lainnya. Di Indonesia, USDT (Tether) dan USDC (USD Coin) telah menjadi pilihan utama trader. Popularitas k…  ( 9 min )
    [Boost]
    A Simple Framework for Designing User Interfaces (for Solo Devs & Small Teams) Shayan ・ May 12 #webdev #programming #javascript #beginners  ( 2 min )
    Sorotan Bitcoin di Indonesia: Cara Mendapatkan Keuntungan dari Bitcoin pada 2025 untuk Investor Indonesia
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    [Boost]
    Neuron AI: O Framework PHP de Inteligência Artificial 🐘 Raziel Rodrigues ・ May 13 #php #braziliandevs #ai #opensource  ( 2 min )
    Print Smarter in Ruby - Know When and How to Use Each Method
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  • Open

    Apex Group Buys Majority Stake in Tokenization Specialist Tokeny as RWA Trend Soars
    Apex Group said it plans to fold Tokeny’s team and tech into its services as it pushes tokenized finance to the mainstream.  ( 24 min )
    Sell in May? Bitcoin Tops $107K, Could Hit Record Highs This Summer Say Analysts
    Regulatory tailwinds, persistent ETF and corporate buying, Fed rate decisions and Trump's looming tariff deadline are setting the crypto market up for an eventful next few months.  ( 23 min )
    NYC Mayor Eric Adams Creating Crypto Advisory Council
    "We want to use technology of tomorrow to better serve New Yorkers today," said the mayor at a summit on Tuesday.  ( 25 min )
    Apollo’s Tokenized Credit Fund Set for Solana DeFi Debut as RWA Trend Expands
    Kamino Finance and Steakhouse Financial are teaming up to bring Securitize's ACRED token to the fast-growing Solana DeFi ecosystem.  ( 24 min )
    Validation Cloud Debuts Mavrik-1 AI Engine on Hedera to Democratize DeFi Data Analysis and Web3
    Mavrik-1 aims to lower the barrier to DeFi adoption by allowing users to access complex data without technical expertise.
    Genesis Files Suits Against DCG to Recover Billions Worth of Allegedly Fraudulent Transfers
    DCG, CEO Barry Silbert and others withdrew billions of dollars from the company they knew was failing while keeping customers in the dark, according to the lawsuits.  ( 22 min )
    SocGen’s Crypto Arm to Launch Dollar Denominated Stablecoin on Ethereum, Reports Say
    The stablecoin, initially for institutional investors, follows the launch of SG Forge’s euro stablecoin, EURCV.  ( 22 min )
    Bitcoin Falters Near Record, but 'Realized Price' Analysis Suggests Optimistic Outlook
    Tracking average exchange withdrawal prices reveals signs of capitulation and a shift toward recovery.  ( 24 min )
    XRP Price Slips as Bearish Chart Pattern Points to $2.00 Target
    Market sentiment shifts as XRP faces critical support test amid global economic uncertainties and upcoming token unlock.  ( 22 min )
    Milei Closes Down LIBRA Investigative Unit After It Shares Findings With Prosecutors
    The country's Department of Justice claims the investigative unit has fulfilled its purpose.  ( 21 min )
    True Markets Raises $11M in Series A, Launches Mobile-First DeFi Trading App on Solana
    The funding round was co-led by Accomplice and RRE Ventures, with participation from Reciprocal Ventures, Variant Fund and PayPal Ventures.  ( 23 min )
    CoinDesk 20 Performance Update: Litecoin (LTC) Drops 6.1%, Leading Index Lower
    Filecoin (FIL) was also among the underperformers, declining 2.9% from Monday.  ( 20 min )
    KULR Boosts Bitcoin Treasury to 800 BTC With $9M Purchase
    This latest acquisition was made at an average purchase price of $103,234 per bitcoin.  ( 22 min )
    Widening Government Strategy Holdings Suggests Increased Structural Demand for BTC: StanChart
    Holdings of the stock by government bodies reflects a desire to gain bitcoin exposure where in some cases local regulators do not allow direct ownership, the report said.  ( 23 min )
    Strategy's STRK Hits Record Proceeds, Has Outperformed Bitcoin, S&P 500 Since Debut
    STRK has risen more than bitcoin and the S&P 500 index while offering an attractive yield and differentiated market exposure.  ( 24 min )
    Kraken Rolls Out Regulated Crypto Derivatives in Europe
    Kraken is offering derivatives trading in digital assets, compliant with Europe's Markets in Financial Instruments Directive (MiFIDII).  ( 24 min )
    Ether Is Set to Explode as Traders Pump Millions Into $6K ETH Bets
    Crypto traders are betting on Ethereum's ether to reach $6,000 by Dec. 26 through bull call spreads.  ( 23 min )
    Why Can't India Draft a Clear Cut Crypto Policy? Country's Supreme Court Raps Government
    Supreme court justice Surya Kant and N Kotiswar Singh said that there is "parallel under-market" for crypto that can affect the economy.  ( 22 min )
    Crypto Daybook Americas: Bitcoin Stability Above $100K Is Cementing New Psychological Floor
    Your day-ahead look for May 20, 2025  ( 36 min )
    Solana (SOL) Surges 6% on Bullish Reversal and DeFi Activity Toward $180
    SOL shows strong momentum with institutional buying signals despite brief correction.  ( 22 min )
    Circle Has Explored Potential $5B Sale to Coinbase or Ripple Instead of IPO: Report
    The stablecoin issuer took part in informal talks over a potential sale from which it was seeking at least $5 billion.  ( 22 min )
    RWA Platform TokenFi Is Tokenizing the Floki Minibot
    A presale for the Floki Minibot M1 AI robot, made by Rice Robotics, starts May 23, the same day TokenFi’s real-world asset tokenization module goes live.  ( 24 min )
    SHIB Jumps Nearly 7% as Bulls Break Through Resistance on Heavy Buying
    The popular meme token shows remarkable resilience despite 80% of holders underwater on their investments.  ( 23 min )
    AAVE Surges 24% in Explosive Rally, Breaking Key Resistance Levels
    Institutional interest grows as AAVE establishes new support levels amid broader crypto market strength.  ( 22 min )
    Bitcoin ETF Inflows Surge as Basis Trade Nears 9%, Signaling Renewed Demand
    Investor confidence rises as bitcoin holds above $100K and basis trade yields approach 9%, drawing strong institutional interest.  ( 24 min )
    Bitcoin and Gold in Sweet Spot as Bond Market 'Smackdown' Exposes the U.S. Fiscal Kayfabe: Godbole
    Bond markets are challenging the illusion of U.S. fiscal stability and safe have status. BTC and gold stand to gain.  ( 29 min )
    KuCoin Enhances Point-of-Sale Mobile Payments With AEON
    KuCoin is exploring how it can accelerate crypto adoption by allowing users to easily spend it when carrying out day-to-day transactions  ( 20 min )
    Ether Surges 8%, Bitcoin Nears $106K as Crypto Bulls Take Charge
    The crypto market's resilience contrasts with the decline in equities and gold following Moody's U.S. credit downgrade.  ( 22 min )
    Nasdaq-Listed DigiAsia Plans to Raise $100M for Bitcoin Buys
    Stock of the little-known DigiAsia, a Singapore-based firm focused on the Southeast Asian market, surged more than 90% on news that it may build a bitcoin treasury reserve.  ( 23 min )
    XRP Futures Rack Up $1.5M Trading Volumes on CME Debut
    Early reporting data from CME showed a volume of 4 for standard contracts and 106 for micro contracts.  ( 24 min )
    Senate Advances Stablecoin Bill, Clearing the Way for Final Passage
    At least 60 Senators voted in favor of the GENIUS Act on Monday night.  ( 24 min )
  • Open

    Justin Sun to attend Trump's dinner with memecoin backers
    After weeks of speculation among crypto enthusiasts and news outlets, Tron founder Justin Sun has claimed he owns the wallet that purchased the largest amount of Donald Trump’s memecoin, allowing him to qualify for a dinner and reception with the US president. In a May 19 X post, Sun said he had received an invitation to attend Trump’s dinner at his golf club outside Washington, DC, as part of a reward for the top 220 memecoin holders. The Tron founder claimed he controlled the top wallet on the TRUMP token leaderboard under the username “Sun,” which held roughly $19 million worth of the memecoin at a price of $13.20. According to Sun, he plans to network at the May 22 memecoin dinner, “talk crypto,” and “discuss the future” of the industry. It’s unclear why the Tron founder chose to annou…
    Bitcoin open interest hits record high as bulls stampede toward new BTC price highs
    Key takeaways: Bitcoin futures open interest hit a record $72 billion, signaling rising use of leverage among institutional investors. $1.2 billion in shorts at $107,000 to $108,000 are at risk of liquidation, boosting BTC’s breakout odds. The aggregate open interest in Bitcoin (BTC) futures surged to a record high on May 20, raising questions about whether bearish positions are now at risk. Despite repeated failures to break above the $107,000 level since May 18, the sheer volume of leveraged positions could propel Bitcoin to a new all-time high. Bitcoin futures aggregate open interest, USD. Source: CoinGlass The total open interest in BTC futures climbed to $72 billion on May 20, marking an 8% increase from $66.6 billion just a week earlier. Institutional demand continues to be a majo…
    Ethereum price gained 90% the last time this indicator turned bullish
    Key Takeaways: Ethereum is forming a bull flag on the daily chart, with a potential breakout above $3,600. If ETH reclaims the 2-week Gaussian Channel mid-line, a 90% rally could occur. Ethereum (ETH) price is consolidating between $2,400 and $2,750 on its daily chart, forming a bull flag pattern with sights on the $3,000 to $3,100 resistance zone. A bull flag is a continuation pattern that follows a sharp rally (black flagpole) to $2,730 from $1,900, with the current range forming the flag.  Ethereum 1-day chart. Source: Cointelegraph/TradingView A bullish breakout above $2,600 could target $3,600, which is calculated by adding the flagpole height to the breakout point, but the immediate key area of interest remains between the resistance range at $3,100-$3,000.  The 200-day exponentia…
    Bancor files patent infringement lawsuit against Uniswap over DEX tech
    Bancor, the creator of a smart contract-based automated market maker, is suing Uniswap for patent infringement, alleging the decentralized finance exchange has used its technology without permission and profited significantly from it. According to the May 20 announcement of the lawsuit, Bancor designed the technology in 2016 and patented it in January 2017. The technology underpins the “constant product automated market maker,” which involves using mathematics to add or withdraw resources from a liquidity pool. The application subsequently led to two issued patents. Bancor alleges that Uniswap used the invention to create its protocol, launched in November 2018. The two organizations are considered competitors in the sector of decentralized finance (DeFi). “When an organization continuousl…
    Bitcoin ready to ‘vaporize’ shorts once price discovery above $110K begins
    Key takeaways: An end-of-month Bitcoin price close above $102,400 would set the highest monthly close ever, proving the bull market continues at a rapid pace. Over $3 billion in Bitcoin short positions are vulnerable above $107,000, creating a “liquidation magnet” that could send BTC price to new highs. Bitcoin (BTC) is 11 days from potentially setting its highest monthly candle close in history. After achieving a record weekly close of $106,407 on May 18, BTC could secure a new monthly high by closing above $102,400 this month. Bitcoin 1-month chart. Source: Cointelegraph/TradingView With respect to its current market trend, Bitcoin is inches away from a ‘price discovery’ period, as noted by crypto trader Jelle. Price discovery in this context refers to the process where buyers and sel…
    Coinbase CEO's journey from no 'political causes' to hiring DOGE staff
    Five years ago, Brian Armstrong wanted employees of his cryptocurrency exchange to refrain from expressing political views at work. Now, the Coinbase CEO seems to be open to involvement with Republican figures, including members of US President Donald Trump’s inner circle. In a May 13 X post, Armstrong said members of the Department of Government Efficiency (DOGE) team, spearheaded by Elon Musk, though not set up as an actual department, would be welcome to implement cost-cutting changes at Coinbase after leaving the US government. Armstrong offered to set up an accelerated onboarding process with the exchange, responding to an interview in which at least one DOGE staffer felt ostracized from Harvard University, where he had been enrolled. “If you are looking for your next mission after s…
    Validation Cloud deploys Web3 AI engine on Hedera
    Artificial intelligence platform Validation Cloud has launched a new large language model on the Hedera network, potentially giving decentralized finance users the ability to reach blockchain data in a more accessible way. The Mavrik-1 AI engine has been deployed on Hedera, with several other planned integrations expected during a public rollout later this year, Validation Cloud’s team told Cointelegraph.  The AI engine is designed to allow users to interact with DeFi protocols and access blockchain data through natural language queries without needing technical expertise or knowledge.  Mavrik-1 uses live onchain data trained for DeFi, stablecoins and other blockchain applications.  Hedera DeFi metrics, including total value locked (TVL), decentralized exchange volume and stablecoin activi…
    SEC crypto task force to release first report 'in the next few months'
    US Securities and Exchange Commission (SEC) Paul Atkins appeared before lawmakers in one of his first hearings since becoming chair of the financial regulator, addressing questions about his plans for the cryptocurrency industry. In a May 20 hearing discussing oversight of the SEC, Atkins reiterated his pledge to make regulating digital assets a “key priority” while chair. In response to questions from North Carolina Representative Chuck Edwards, the SEC chair did not directly answer how much of the regulator’s funds were used to support the crypto task force headed by Commissioner Hester Peirce, and said its findings were “still under development.” “We should be having something here in the next few months with proposed steps forward,” said Atkins in response to the task force’s first report.  The SEC chair’s appearance at the oversight hearing was one of his first since being sworn into office in April. Nominated by Donald Trump, Atkins, also a former commissioner, was seen by many lawmakers and those in the digital asset industry as someone who could radically change the SEC’s approach to crypto.  This is a developing story, and further information will be added as it becomes available.
    Argentina's Milei shuts down task force investigating LIBRA scandal
    Argentine President Javier Milei has dissolved a task force established to investigate the fallout from LIBRA, the scandalous cryptocurrency project the head of state promoted on his social media channel before it crashed to zero.  The Investigative Task Force (ITU) was dissolved via a May 19 decree signed by Milei and Justice Minister Mariano Cúneo Libarona, government documents revealed.  “The Research Task Unit is dissolved” after completing its mandate, the translated version of the decree read. The task force is being dissolved despite pressure from opposition groups, which are seeking to activate an investigative commission as soon as May 20, local media outlet Clarin reported.  A screenshot of Milei’s tweet endorsing LIBRA. Source: TRM Labs Government officials established the UTI o…
    The crypto market values chains more than standalone applications
    Opinion by: Hatu Sheikh, founder of Coin Terminal Although blockchains and DApps are critical, crypto industry stakeholders often prioritize applications based on adoption principles and revenue distribution. DApps won't function without their underlying chains. The markets must uphold blockchains for long-term value generation. The value perspective is wrong  Blockchains and DApps should work collaboratively to coordinate their functions for better usability. Instead, analysts create a binary between chains and DApps based on Web2's structural frameworks. In “Fat Protocols,” Joel Monegro argued that value within the internet stack comprises "thin" protocols and "fat" applications. In other words, investing in the underlying protocol technologies like TCP/IP, HTTP, and SMTP gives lower ret…
    Senate stablecoin vote splits Democrats amid concerns over corruption
    US Senate Democrats are getting flak after they helped move stablecoin legislation ahead for discussion on the Senate floor. On May 19, 16 Democratic senators broke from the party line to pass a motion to invoke cloture, which will now set the bill up for debate on the Senate floor. Some of the same Democrats had held up the bill in early May when they withdrew support, citing corruption concerns over President Donald Trump’s cryptocurrency dealings. The bill’s opponents hailed lawmakers’ refusal to support it but were soon taken aback when the senators reversed their position. The lightly amended legislation contained no provisions regarding World Liberty Financial, the Trump family’s crypto venture. Some activists have said that the Democrats supporting the bill should be ousted in the u…
    Robinhood proposes SEC rules for tokenized real-world assets
    Robinhood submitted a 42-page proposal to the US Securities and Exchange Commission (SEC), calling for a national framework to regulate tokenized real-world assets (RWAs). The brokerage is seeking to modernize financial infrastructure by making tokenized assets legally equivalent to their traditional counterparts and enabling compliant onchain settlement, Forbes reported on May 20. In the proposal, Robinhood also revealed plans for creating the Real World Asset Exchange (RRE), a trading platform offering offchain trade matching and onchain settlement for efficiency and transparency. Robinhood is advocating for uniform federal standards to replace the patchwork of state-level securities regulations that currently apply. The platform would also integrate Know Your Customer (KYC) and Anti-Mon…
    Kraken expands in Europe with regulated crypto derivatives
    Cryptocurrency exchange Kraken announced the launch of regulated derivatives trading on its platform under the European Union’s Markets in Financial Instruments Directive (MiFID II). According to a May 20 announcement, Kraken’s perpetual and fixed maturity crypto futures contracts will be available for trading by retail and institutional customers in the European Economic Area (EEA). The announcement follows the exchange acquiring an MiFID license in early February through the acquisition of a Cypriot investment firm, approved by the Cyprus Securities and Exchange Commission. Kraken’s head of exchange, Shannon Kurtas, said, “Europe is one of the fastest-growing regions for digital asset trading and investment, with some of the most sophisticated and demanding clients and institutions.” He…
    Circle co-founder to create ‘AI-native’ bank after $18M raise
    Circle co-founder and Catena Labs CEO Sean Neville has launched a project that aims to develop a financial institution that leverages artificial intelligence natively.  On May 20, Catena Labs, the company building an “AI-native financial institution,” announced that it secured $18 million in a funding round led by Andreessen Horowitz (a16z) Crypto, a16z’s crypto and Web3 venture capital arm.  Led by Neville, the company aims to realize its vision of a fully regulated financial institution for the AI economy. The company said it will be built for AI agents and human collaborators and will be operated by AI workers with human oversight and AI-specific risk management and compliance approaches.  Cointelegraph contacted Catena Labs to get more information about the project, but did not get an …
    German gov’t missed out on $2.3B profit after selling Bitcoin at $57K
    The German government missed out on more than $2 billion worth of Bitcoin profit after selling its holdings in 2024, according to blockchain intelligence firm Arkham. A “German Government (BKA)” labeled cryptocurrency wallet sold 49,858 Bitcoin (BTC) worth over $2.89 billion at an average price of $57,900 across multiple transactions during June and July in 2024. The decision to sell the Bitcoin early cost the German government over $2.35 billion, according to crypto intelligence platform Arkham. Source: Arkham  “If they had held it, their BTC would now be worth $5.24B,” Arkham said in a May 19 X post, noting that Bitcoin has risen more than 80% since the sale. At the time of publication, Bitcoin was trading at more than $104,700, according to CoinMarketCap data. Related: Justin Sun off…
    Avalanche-backed Fusion launches with $100M to boost blockchain adoption
    Avalanche, Helix and Faculty Group have launched Fusion, a new blockchain ecosystem aimed at driving real-world adoption through modular infrastructure tailored to specific industries. Built on Avalanche, Fusion features a two-layer architecture that includes composers, customizable layer-1 networks and modules, which offer plug-and-play services like compute, identity and data oracles.  The team said this approach would be the answer for mainstream adoption, as they attempt to deliver “outcome-driven, domain-specific” blockchain-based economies.  “In order to achieve widespread adoption, our industry needs to shift from selling blockspace to delivering business value,” a Fusion spokesperson told Cointelegraph. They added that Fusion integrates economic alignment, network design and compo…
    India’s Supreme Court urges government to regulate cryptocurrency
    India’s Supreme Court has questioned the government’s lack of regulatory clarity on cryptocurrencies despite imposing taxes on digital assets like Bitcoin. According to Indian legal news outlet LawChakra, the country’s Supreme Court expressed concern over the growing use of Bitcoin (BTC) and other cryptocurrencies while remaining largely unregulated. “This is a whole parallel economy running with such coins and is a danger to the economy of the country,” Justice Surya Kant reportedly said during a recent hearing related to an ongoing investigation into a Bitcoin transaction. Kant further highlighted that while the government has implemented crypto taxation, it has failed to regulate the space. “If you can tax it at 30%, also please regulate it as you have recognised it by taxing it,” the j…
    Binance seeks to dismiss $1.76B FTX lawsuit, blames SBF for collapse
    Binance has filed a motion to dismiss a $1.76 billion lawsuit brought by the FTX estate, accusing the defunct crypto exchange of trying to deflect blame for its own failure. Filed on May 16 in the Delaware Bankruptcy Court, Binance’s legal team called the suit “legally deficient,” stating that FTX’s collapse was not triggered by market manipulation or hostile action but by internal misconduct. “Plaintiffs are pretending that FTX did not collapse as the result of one of the most massive corporate frauds in history,” the filing said, pointing to Sam “SBF” Bankman-Fried’s conviction on seven counts of fraud and conspiracy. FTX’s estate alleges that Binance received billions in crypto during a 2021 buyback deal, funded improperly with customer assets. Binance rejects this claim, stating that “…
    Bitcoin privacy tool Payjoin receives $100K grant from Maelstrom
    Bitcoin developer Ben Allen has received a $100,000 grant from investment firm Maelstrom to support the development of Payjoin, a privacy-focused tool aimed at improving Bitcoin’s scalability and privacy. According to a May 20 announcement shared with Cointelegraph, Maelstrom will finance Allen’s work on his Payjoin devkit alongside Dan Gould. The system allows Bitcoin (BTC) senders and receivers to use batched transactions, with positive implications for scalability and privacy. Payjoin Developer Kit’s website. Source: Payjoin Dev Kit Payjoin was first proposed by Nicolas Dorier in 2019 in Bitcoin improvement proposal (BIP) 78. The core principle behind the system is that both senders and receivers may contribute inputs to a transaction. “Namely that privacy is enhanced and improved conso…
    Bitcoin is signaling a golden cross — What does it mean for BTC price?
    Key takeaways: Bitcoin is nearing a golden cross that led to 45–60% price rallies in the recent past. Fundamentals like rising M2 supply and easing trade tensions support a bullish outlook. Bearish divergence and overbought conditions show there’s still a risk of BTC falling below $100,000. Bitcoin (BTC) will likely confirm a “golden cross” on its daily chart by the end of May, a technical pattern whose occurrences in recent years often preceded rallies. Source: Benjamin Cowen Previous golden crosses led to 45-60% BTC price rallies As of May 20, Bitcoin’s 50-day simple moving average (50-day SMA; the red wave) was eyeing a close above its 200-day SMA (the blue wave) for the first time since October 2024, forming a golden cross. BTC/USD daily price chart. Source: TradingView Previously,…
    Coinbase data leak could put users in physical danger: TechCrunch founder
    A recent data breach at crypto exchange Coinbase has raised concerns about user safety after hackers gained access to sensitive information, including home addresses. Coinbase, the world’s third-largest cryptocurrency exchange, confirmed that less than 1% of its transacting monthly users were affected in an attack that may cost the exchange up to $400 million in reimbursement expenses, Cointelegraph reported on May 15. However, the “human cost” of this data breach may be much higher for users, according to Michael Arrington, the founder of TechCrunch and Arrington Capital. “Very disappointed in Coinbase right now. Using the cheapest option for customer service has its price,” Arrington said in a May 20 X post, adding: “Something that has to be said though - this hack - which includes home …
    South Korean presidential front-runner proposes won-based stablecoin
    South Korea’s Democratic Party leader Lee Jae-myung proposed creating a stablecoin tied to the Korean won to prevent capital outflows and strengthen national financial sovereignty. Speaking during a recent policy discussion, Lee argued that a won-based stablecoin would allow South Korea to retain wealth domestically while reducing reliance on foreign-issued digital assets like USDt (USDT) and USDC (USDC), according to The Korea Herald. Currently, South Korean law prohibits the issuance of domestic stablecoins, forcing local exchanges to rely on US dollar-based alternatives. Between January and March, crypto exchanges in the country recorded 56.8 trillion won ($40.8 billion) in asset outflows, nearly half of which were linked to foreign stablecoins, the report said. “We need to establish a …
    How $330M was stolen without hacking: The dark power of social engineering
    The $330 million attack: A stark reminder of social engineering’s power A major crypto theft has sent shockwaves through the industry, with $330 million worth of Bitcoin (BTC) stolen. Experts say this was a social engineering attack and not a technical hack.  Investigations led by blockchain analyst ZachXBT suggest the victim was an elderly US citizen who was manipulated into granting access to their crypto wallet. On April 28, 2025, ZachXBT detected a suspicious transfer of 3,520 BTC, worth $330.7 million.  The stolen BTC was quickly laundered through more than six instant exchanges and converted into the privacy-oriented cryptocurrency Monero (XMR). Onchain analysis shows the victim had held over 3,000 BTC since 2017, with no previous record of s…
    Genesis files dual lawsuits to claw back $3.3B from DCG, Barry Silbert
    Genesis has launched a pair of lawsuits against its parent company, Digital Currency Group (DCG), and its CEO, Barry Silbert, accusing them of fraud, reckless mismanagement and siphoning more than a billion dollars in value from the now-bankrupt crypto lender. On May 19, the Delaware Court of Chancery unsealed a complaint detailing how DCG allegedly used Genesis as a corporate ATM, draining funds through self-serving loans and concealed transfers while presenting a false image of financial health. Through their court-appointed Litigation Oversight Committee (LOC), Genesis creditors claim that over a million digital coins — worth about $2.1 billion — were funneled away, even as Genesis edged toward collapse. As per the complaint, Genesis creditors are still owed around $2.2 billion worth of…
    Sorry bears — Bitcoin analysis dismisses $107K BTC price double top
    Key points: Bitcoin is not in line to cancel its attack on all-time highs, says the Bitcoin Fundamental Index (BFI). BTC price strength remains “intact,” says Swissblock Technologies, removing the risk of a double top. Historically, a return to within 10% of all-time highs delivers price discovery almost every time. Bitcoin (BTC) does not risk a “double top” bull market reversal with its trip past $107,000, new analysis says. In one of its latest X updates, private wealth manager Swissblock Technologies described BTC price strength as “intact.” BTC price indicator ignores double top “noise” Bitcoin shows “no signs of bearish divergence,” as seen through the lens of a basket of network indicators. Commenting on the latest signals from its Bitcoin Fundamental Index (BFI), Swissblock arg…
    Trump signs bill criminalizing nonsensenual AI deepfake porn
    US President Donald Trump has signed a bill criminalizing nonconsensual artificial intelligence-generated deepfake porn, which also requires websites to take down any illicit images within 48 hours. Trump signed the bill into law on May 19, known as the TAKE IT DOWN Act, an acronym for Tools to Address Known Exploitation by Immobilizing Technological Deepfakes on Websites and Networks. The bill, backed by first lady Melania Trump, makes it a federal crime to publish, or threaten to publish, nonconsensual intimate images, including deepfakes, of adults or minors with the intent to harm or harass them. Penalties range from fines to prison. Source: Melania Trump Websites, online services, or apps must remove illegal content within 48 hours and establish a takedown process. Trump said in remar…
    Indonesia’s DigiAsia shares pop 90% on plan to raise $100M to buy Bitcoin
    Shares in the Indonesian fintech firm DigiAsia Corp nearly doubled after the company said it plans to raise $100 million to seed its first of many Bitcoin buys. The Jakarta-based Nasdaq-listed company said on May 19 that its board of directors approved creating a Bitcoin (BTC) “treasury reserve” and it was “committing up to 50% of any net profits generated to fund the acquisition of BTC.” DigiAsia said it was also “actively exploring a capital raise of up to US$100 million” to kickstart its Bitcoin holdings and would look to earn yield on its holdings through means like lending and staking. DigiAsia said it had “initiated discussions with regulated partners” on yield strategies and managing its planned Bitcoin holdings. The company added that it was also assessing whether to offer conver…
    SEC’s Crenshaw says agency playing ‘regulatory Jenga’ with crypto
    The US Securities and Exchange Commission’s sole Democratic Commissioner has said the agency is “playing a game of regulatory Jenga” with its approach to the crypto industry and market regulation under the Trump administration. In May 19 remarks at the SEC Speaks event, Commissioner Caroline Crenshaw cautioned against what she described as a dangerous dismantling of “discrete but interrelated rules” on crypto and the wider market. She likened market stability to a “Jenga tower” that the agency’s rules had “carefully developed over the years,” which could topple if some rules were removed. In addition to a lamentable loss of staff, Crenshaw said the SEC has used staff guidance to effectively reverse rules without proper analysis or public comment, particularly around crypto “Our statements…
    Binance wants arbitration for all members of securities class suit
    Crypto exchange Binance has asked a US federal judge to send all members of a class-action lawsuit alleging it sold securities to arbitration, arguing that the group waived their ability to form a class action under the company’s terms. The exchange said in a May 16 filing to a New York federal court that its terms of service, which it claimed the class group agreed to, has a clause that users agree to arbitrate all claims, along with a clause preventing users from launching class actions against the crypto exchange. “The Court should hold that Plaintiffs are required to arbitrate claims that accrued after Feb. 20, 2019, even if the Court adheres to its initial decision as to claims that accrued before then and that the class-action waiver in the 2019 Terms of Use is enforceable for all of…
    JPMorgan boss says bank users can soon buy Bitcoin
    Jamie Dimon, the CEO of JPMorgan, said his bank will soon allow its clients to buy Bitcoin, but it won’t custody the cryptocurrency. “We are going to allow you to buy it,” Dimon said at JPMorgan’s annual investor day on May 19. “We’re not going to custody it. We’re going to put it in statements for clients.” CNBC reported that Dimon also remarked on his long-held skepticism about crypto assets, pointing to their use in money laundering, sex trafficking and terrorism. “I don’t think you should smoke, but I defend your right to smoke. I defend your right to buy Bitcoin,” he said. Michael Saylor comments on Dimon’s announcement. Source: Michael Saylor JPMorgan will offer clients access to Bitcoin (BTC) exchange-traded funds (ETFs), CNBC reported, citing sources familiar with the situation. Until now, the firm has limited its crypto exposure primarily to futures-based products, not direct ownership of digital assets. Related: Morgan Stanley advisers can officially pitch Bitcoin ETFs JPMorgan rival Morgan Stanley has also moved to offer spot Bitcoin ETFs to qualifying clients. Spot Bitcoin ETFs in the US have seen significant adoption, with almost $42 billion in total aggregate inflows since they launched in January 2024.  Dimon’s Bitcoin bashing history Dimon has long been skeptical of Bitcoin, labeling it a scam that he had no interest in buying in 2018 and calling it “worthless” during the 2021 crypto bull market. “I’ve always been deeply opposed to crypto, Bitcoin, etc.,” he said during a Senate Banking Committee hearing in 2023. “The only true use case for it is criminals, drug traffickers, money laundering, tax avoidance.” “If I were the government, I’d close it down,” he said. At the 2024 World Economic Forum in Davos, Switzerland, Dimon said Bitcoin “does nothing. I call it the pet rock,” which came after the asset topped $100,000 for the first time.   Magazine: Arthur Hayes $1M Bitcoin tip, altcoins ‘powerful rally’ looms: Hodler’s Digest
    US Senate moves forward with GENIUS stablecoin bill
    The US Senate has voted to advance a key stablecoin-regulating bill after Democrat Senators blocked an attempt to move the bill forward earlier in May over concerns about President Donald Trump’s sprawling crypto empire. A key procedural vote on the Guiding and Establishing National Innovation for US Stablecoins Act, or GENIUS Act, passed in a 66-32 vote on May 20. Several Democrats changed their votes to pass the motion to invoke cloture, which will now set the bill up for debate on the Senate floor. Republican Senator Cynthia Lummis, one of the bill’s key backers, said on May 15 that she thinks it's a “fair target” to have the GENIUS Act passed by May 26 — Memorial Day in the US. The US Senate voted 66-32 to advance debate on the GENIUS stablecoin bill. Source: US Senate The GENIUS Act was introduced on Feb. 4 by US Senator Bill Hagerty and seeks to regulate the nearly $250 billion stablecoin market — currently dominated by Tether (USDT) and Circle’s USDC (USDC). The bill requires stablecoins be fully backed, have regular security audits and approval from federal or state regulators. Only licensed entities can issue stablecoins, while algorithmic stablecoins are restricted. Several Democratic senators withdrew support for the bill on May 8, blocking a motion to move it forward, citing concerns over potential conflicts of interest involving Trump’s crypto ventures and anti-money laundering provisions. Related: Circle plans IPO but talks with Ripple, Coinbase could lead to sale: Report The bill was revised soon after to receive enough bipartisan support to proceed to a vote. Hagerty’s stablecoin bill builds on the discussion draft he submitted for former Representative Patrick McHenry’s Clarity for Payment Stablecoins Act in October. Magazine: Crypto wanted to overthrow banks, now it’s becoming them in stablecoin fight
    Solana Labs offshoot Anza pitches ‘biggest change’ ever to network consensus
    Anza, a Solana blockchain infrastructure firm spun out of Solana Labs, has proposed a new proof-of-stake consensus called Alpenglow that it claims would be “the biggest change to Solana’s core protocol” and compete with current internet infrastructure. “We believe that the release of Alpenglow will be a turning point for Solana. Alpenglow is not only a new consensus protocol, but the biggest change to Solana’s core protocol since, well, ever,” Anza’s Quentin Kniep, Kobi Sliwinski and Roger Wattenhofer said on May 19. Alpenglow consists of Votor, which processes voting transactions and block finalization logic, and Rotor, a data dissemination protocol that would replace Solana’s proof-of-history timestamping system and aim to reduce the time it takes for all nodes to agree on the network st…
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    Google finally launches NotebookLM mobile app at I/O: hands-on, first impressions
    As NotebookLM matures, its emerging business-tier capabilities suggest growing alignment with the productivity and compliance...  ( 10 min )
    Inside Google’s AI leap: Gemini 2.5 thinks deeper, speaks smarter and codes faster
    Google is moving closer to its goal of autonomous agentic AI with a series of enhancements to Gemini 2.5 Pro and Flash.  ( 7 min )
    Google just leapfrogged every competitor with mind-blowing AI that can think deeper, shop smarter, and create videos with dialogue
    Google unveiled major AI advancements at I/O 2025, including Gemini 2.5 with Deep Think, AI Mode in Search, Veo 3 for video with audio, and a $249 Ultra plan aimed at power users and enterprises.  ( 10 min )
    Google’s Jules aims to out-code Codex in battle for the AI developer stack
    Google released Jules, its coding agent, into beta as autonomous coding agents are quickly gaining market share.  ( 7 min )
    Inside Google’s AI leap: Gemini 2.5 thinks deeper, speaks smarter and codes faster
    Google is moving closer to its goal of autonomous agentic AI with a series of enhancements to Gemini 2.5 Pro and Flash.  ( 7 min )
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    Blazing-fast Solana data via gRPC: access the freshest Solana data from Shredstream leaders
    Access the fastest Solana data with the Yellowstone Geyser gRPC self-serve add-on or with the premium hybrid dedicated gRPC node.  ( 3 min )
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    Learn LangGraph and Build Conversational AI with Python
    If you're building conversational AI and tired of messy logic or hard-to-scale workflows, LangGraph makes it easier. It uses graphs to manage dialogue flow, so your bots stay organized even as they get more complex. Great for anything from support ag...  ( 4 min )
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    Intel Announces New Arc Pro Graphics Cards At Computex 2025
    Intel announced its Arc Pro lineup of graphics cards here at Computex 2025. As the name suggests, the GPU line isn’t for the average consumer and targetted towards professional visualisation and workstation demands, as well as serving as contenders to both AMD and NVIDIA’s own workstation offerings. Based on its second generation Battlemage GPU architecture, […] The post Intel Announces New Arc Pro Graphics Cards At Computex 2025 appeared first on Lowyat.NET.  ( 15 min )
    Tesla Model Y Juniper Deliveries Has Begun In Malaysia
    Tesla made its official debut in Malaysia on July 20 2023 with the unveiling of the Model Y SUV. Recently, the American automaker announced that it has begun the first deliveries of the Tesla Model Y Juniper in Malaysia. The deliveries were done through the Tesla Delivery Centre Cyberjaya, Tesla Service Centre Penang and Tesla […] The post Tesla Model Y Juniper Deliveries Has Begun In Malaysia appeared first on Lowyat.NET.  ( 16 min )
    Kuching Urban Transportation System (KUTS) Expected To Commence In 2028
    Public transport is essential to society as it provides a reliable transport system. With that in mind Sarawak Metro has implemented the Kuching Urban Transportation System (KUTS) which, according to state deputy transport minister Datuk Dr Jerip Susil, is expected to commence in the year 2028. The purpose of the KUTS system is tackle the […] The post Kuching Urban Transportation System (KUTS) Expected To Commence In 2028 appeared first on Lowyat.NET.  ( 17 min )
    Samsung Galaxy Watch8 Series Receive 3C Certification
    Samsung is reportedly working on its Watch8 series, which is rumoured to be launching alongside the company’s upcoming foldable phones. Now, XpertPick has reported that two of the models, the Galaxy Watch8 and Galaxy Watch8 Classic have received a 3C certification (China Compulsory Certification). The Samsung Galaxy Watch8 and Galaxy Watch8 Classic are listed under […] The post Samsung Galaxy Watch8 Series Receive 3C Certification appeared first on Lowyat.NET.  ( 15 min )
    Malaysia Launches First Full-Stack AI Infrastructure In The Region
    Malaysia has launched what is called the Strategic Artificial Intelligence Infrastructure, which was officiated by Deputy Comms Minister Teo Nie Ching. Despite the mundane sounding name, it is reportedly the first sovereign full-stack AI ecosystem in the region. Bernama cites the deputy minister as saying that its launch “marks an important step in the country’s […] The post Malaysia Launches First Full-Stack AI Infrastructure In The Region appeared first on Lowyat.NET.  ( 16 min )
    You Can Now Take Your Very Own Samsung Galaxy A56 5G For As Low As RM20! Here’s How
    The Samsung Galaxy A56 5G has easily become one of the most popular mid-range smartphones to have arrived, but not everyone can drop two grand on a whim for it. That being said, did you know that you don’t have to break the bank to get it? With a little change in the way you […] The post You Can Now Take Your Very Own Samsung Galaxy A56 5G For As Low As RM20! Here’s How appeared first on Lowyat.NET.  ( 18 min )
    Samsung Announced New TV Lineup Featuring Vision AI
    Samsung unveiled its AI TV lineup for the year, with a few soundbars to go with them. But while the new range of smart TVs were the the highlight, arguably more important was the Vision AI tech that came with it. And it’s a feature with a wide range of functionality, from AI upscaling to […] The post Samsung Announced New TV Lineup Featuring Vision AI appeared first on Lowyat.NET.  ( 17 min )
    Rapid KL To Extend Rail Operations For ASEAN Summit 2025
    Rapid KL has announced that it will be extending its morning and evening peak-hour rail operations by an hour from 23 to 27 May 2025, in conjunction with the 46th ASEAN Summit that is taking place in Kuala Lumpur and Putrajaya. Additionally, train frequencies on 24 and 25 May will be increased to accommodate the […] The post Rapid KL To Extend Rail Operations For ASEAN Summit 2025 appeared first on Lowyat.NET.  ( 16 min )
    MediaTek Deepens Collaboration With NVIDIA To Power Next-Gen AI Infrastructure
    At Computex 2025 in Taipei, MediaTek outlined its artificial intelligence strategy, spanning both edge devices and cloud infrastructure. Alongside plans for a 2nm chip process, the company also announced an expanded partnership with NVIDIA. NVIDIA CEO Jensen Huang appeared alongside MediaTek CEO Rick Tsai during Tsai’s keynote to discuss the companies’ joint efforts. As Huang […] The post MediaTek Deepens Collaboration With NVIDIA To Power Next-Gen AI Infrastructure appeared first on Lowyat.NET.  ( 16 min )
    MG S5 EV Launches In Malaysia From RM115,900
    MG Motor Malaysia has officially launched the all-new MG S5 EV SUV, with prices starting at RM115,900 for the COM variant, RM125,900 for the COM Long Range, and RM135,900 for the premium LUX Long Range. To mark both the launch and MG’s first anniversary in Malaysia, the first 500 buyers will enjoy an exclusive early […] The post MG S5 EV Launches In Malaysia From RM115,900 appeared first on Lowyat.NET.  ( 17 min )
    Huawei Launches Nova 14 Series In China; Features Ultra Model
    Following teasers and some leaks, Huawei has officially launched its Nova 14 smartphone series in China. As hinted earlier, the series stars the Ultra variant, with the base and Pro model also getting unveiled. Starting with the basics, a machine translation of the brand’s website states that the vanilla model within the Huawei Nova 14 […] The post Huawei Launches Nova 14 Series In China; Features Ultra Model appeared first on Lowyat.NET.  ( 17 min )
    iQOO Z10 Gets SIRIM Certification; Malaysian Launch Imminent
    iQOO seems to prepping to release one of its latest smartphones, the Z10, in Malaysia. While the vivo sub-brand has yet to make an official announcement, the mid-ranger has gotten certified by SIRIM, which is a usual indicator of a nearing local launch. The Z10 was listed on the SIRIM database with the model number […] The post iQOO Z10 Gets SIRIM Certification; Malaysian Launch Imminent appeared first on Lowyat.NET.  ( 15 min )
    MediaTek’s First 2nm Chip To Tape-Out In September 2025
    Taiwan-based chipmaker MediaTek is on track to tape out its first 2-nanometre (nm) chip this September. The announcement was made by CEO Rick Tsai during his keynote at Computex 2025 earlier today. The upcoming chip is expected to deliver a 15% boost in performance and 25% lower power consumption compared to its 3nm predecessor, the […] The post MediaTek’s First 2nm Chip To Tape-Out In September 2025 appeared first on Lowyat.NET.  ( 16 min )
    DBKL Implements AI-Powered Traffic Management
    The Kuala Lumpur City Hall (DBKL) is reported to be actively working on integrating AI into different aspects of smart city management. Two main initiatives were highlighted, which were the implementation of AI-powered traffic management, and a digital twin initiative. In what the Digital Ministry claims is an effort to further modernise the city’s infrastructure, […] The post DBKL Implements AI-Powered Traffic Management appeared first on Lowyat.NET.  ( 15 min )
    Sony Introduces Reon Pocket Pro Wearable Cooler That Costs RM1,199
    Sony has announced the launch of the Reon Pocket Pro, a wearable body cooler that is an upgrade to the Reon Pocket 5. Compared to its predecessor, it comes with an improved battery, better cooling, and is even quieter. The Pro model features two independent thermo-modules and a new heat-dissipating fan, giving it twice the […] The post Sony Introduces Reon Pocket Pro Wearable Cooler That Costs RM1,199 appeared first on Lowyat.NET.  ( 15 min )
    Upgraded Siri Reportedly On Par With ChatGPT
    It is no secret that Apple has been struggling with introducing AI upgrades to Siri, with performance issues leading to delays in the launch of these upgrades. Despite the hurdles the company is facing, however, Apple is intent on pushing its digital assistant as a true competitor to OpenAI’s ChatGPT. A report by Bloomberg revealed […] The post Upgraded Siri Reportedly On Par With ChatGPT appeared first on Lowyat.NET.  ( 16 min )
    Google NotebookLM App Now Available For Android And iOS
    Earlier this month, Google announced that it was releasing a long-awaited mobile version of its NotebookLM platform. Now, as promised, the AI-powered note-taking and research assistant app is now available for download on Android and iOS devices. In a blog post announcing the app’s launch, Google noted that this is the first version of the […] The post Google NotebookLM App Now Available For Android And iOS appeared first on Lowyat.NET.  ( 16 min )
    Redmi 13x Officially Lands In Malaysia At RM599
    Xiaomi has officially launched the Redmi 13x, the latest smartphone from its budget sub-brand. While it is being launched as a new model, the spec-sheet reveals that is actually the same phone as last year’s Redmi 13, but with a slight tweak to the design with a new camera island. Aside from the subtle redesign, […] The post Redmi 13x Officially Lands In Malaysia At RM599 appeared first on Lowyat.NET.  ( 15 min )
    Microsoft Introduces NLWeb To Help Turn Websites Into AI Apps
    As part of its Microsoft Build event, the company behind Windows, Bing and Copilot announced what it calls Natural Language Web, or NLWeb for short. As is with the theme of the event, this is another AI-related announcement, but it puts forward a strange use case scenario – interacting with websites like you would an […] The post Microsoft Introduces NLWeb To Help Turn Websites Into AI Apps appeared first on Lowyat.NET.  ( 16 min )
    Huawei MateBook Fold Ultimate Design Officially Launches In China
    Huawei has officially unveiled the MateBook Fold Ultimate Design in China, its first-ever laptop with a foldable display. As you may recall, the device was teased by the company last week, showing only glimpses of its design. With this recent launch, we now know how it looks, as well as what specifications it offers. The […] The post Huawei MateBook Fold Ultimate Design Officially Launches In China appeared first on Lowyat.NET.  ( 16 min )
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    The Download: introducing the AI energy package
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. We did the math on AI’s energy footprint. Here’s the story you haven’t heard. It’s well documented that AI is a power-hungry technology. But there has been far less reporting on the extent…  ( 23 min )
    AI could keep us dependent on natural gas for decades to come
    The thousands of sprawling acres in rural northeast Louisiana had gone unwanted for nearly two decades. Louisiana authorities bought the land in Richland Parish in 2006 to promote economic development in one of the poorest regions in the state. For years, they marketed the former agricultural fields as the Franklin Farm mega site, first to…  ( 39 min )
    AI’s energy impact is still small—but how we handle it is huge
    With seemingly no limit to the demand for artificial intelligence, everyone in the energy, AI, and climate fields is justifiably worried. Will there be enough clean electricity to power AI and enough water to cool the data centers that support this technology? These are important questions with serious implications for communities, the economy, and the…  ( 24 min )
    The data center boom in the desert
    In the high desert east of Reno, Nevada, construction crews are flattening the golden foothills of the Virginia Range, laying the foundations of a data center city. Google, Tract, Switch, EdgeCore, Novva, Vantage, and PowerHouse are all operating, building, or expanding huge facilities within the Tahoe Reno Industrial Center, a business park bigger than the…  ( 53 min )
    We did the math on AI’s energy footprint. Here’s the story you haven’t heard.
    The emissions from individual AI text, image, and video queries seem small—until you add up what the industry isn’t tracking and consider where it’s heading next.  ( 243 min )
    Everything you need to know about estimating AI’s energy and emissions burden
    When we set out to write a story on the best available estimates for AI’s energy and emissions burden, we knew there would be caveats and uncertainties to these numbers. But, we quickly discovered, the caveats are the story too.  This story is a part of MIT Technology Review’s series “Power Hungry: AI and our…  ( 33 min )
    Four reasons to be optimistic about AI’s energy usage
    The day after his inauguration in January, President Donald Trump announced Stargate, a $500 billion initiative to build out AI infrastructure, backed by some of the biggest companies in tech. Stargate aims to accelerate the construction of massive data centers and electricity networks across the US to ensure it keeps its edge over China. This…  ( 33 min )
    Can nuclear power really fuel the rise of AI?
    In the AI arms race, all the major players say they want to go nuclear.   Over the past year, the likes of Meta, Amazon, Microsoft, and Google have sent out a flurry of announcements related to nuclear energy. Some are about agreements to purchase power from existing plants, while others are about investments looking to…  ( 27 min )
    How AI is introducing errors into courtrooms
    It’s been quite a couple weeks for stories about AI in the courtroom. You might have heard about the deceased victim of a road rage incident whose family created an AI avatar of him to show as an impact statement (possibly the first time this has been done in the US). But there’s a bigger,…  ( 22 min )

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    10 Livros de Programação Escritos por Brasileiros ou em Português
    São altamente recomendados, cobrindo uma variedade de tópicos e linguagens. A maioria dos livros de programação mais populares é escrita em inglês, o que pode ser uma barreira para iniciantes e até mesmo para profissionais brasileiros que preferem estudar em português. Este artigo lista livros de programação escritos por autores brasileiros ou traduzidos com qualidade para o português, cobrindo diversas linguagens, frameworks e paradigmas, com foco em acessibilidade e contexto local. Algoritmos: Teoria e Prática (Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, Clifford Stein - tradução)* * Tradução do clássico mundial sobre algoritmos e estruturas de dados, uma das referências mais completas sobre o assunto. Clique aqui para adquirir esse livro Estruturas de Dados …  ( 4 min )
    🧩 GitHub con múltiples perfiles SSH: trabaja con varias cuentas sin enloquecer
    ¿Tienes una cuenta personal y otra de trabajo en GitHub y necesitas cambiar entre ellas? ¿Te ha pasado que haces git push y GitHub te dice que no tienes permiso? 😖 En este post te enseño cómo configurar múltiples identidades SSH para que puedas trabajar con varias cuentas sin conflictos. Separar claramente tu trabajo profesional del personal Evitar errores de permisos o commits con el autor equivocado Conectar diferentes llaves SSH a diferentes cuentas de GitHub Primero, generamos una llave para tu cuenta personal: ssh-keygen -t ed25519 -C "tu-email-personal@example.com" -f ~/.ssh/id_ed25519_personal Luego una llave para tu cuenta de trabajo: ssh-keygen -t ed25519 -C "tu-email-trabajo@empresa.com" -f ~/.ssh/id_ed25519_work Esto generará: ~/.ssh/id_ed25519_personal ~/.ssh/id_ed25519_pers…  ( 4 min )
    OWASP® Cornucopia 2.2 & Copi - A Game Engine for OWASP® Cornucopia Threat Modeling
    The pandemic drove a considerable increase in fully remote teams, which made card games quite difficult to organize. Therefore, in 2022, Grant Ongers was willing to bet a dinner at a fancy vegan restaurant that his former colleague Toby Irvine wouldn't be able to build a fully fledged and online game engine based on the game Cornucopia (from the OWASP® Foundation) over the weekend. A weekend later, Copi was born, and Grant lost the bet. Elixir and Phoenix, 3 years later, Copi is nearing almost 10.000 monthly users. You can read more about Toby's story on the Secure Delivery Blog. There is now a new release of OWASP Cornucopia 2.2 to celebrate a new milestone in the project's history. https://github.com/adamshostack/eop Finally, if you have stringent security policies that don't allow you…  ( 5 min )
    🔐 Git + GitHub con SSH: Guía paso a paso (y sin morir en el intento)
    Configurar SSH con GitHub puede parecer confuso la primera vez, pero una vez lo haces, te olvidas de introducir tu usuario y contraseña una y otra vez. En este post te enseño cómo hacerlo desde cero y cómo resolver errores típicos como el infame: git@github.com: Permission denied (publickey). Mayor seguridad Evitas tener que poner usuario/contraseña cada vez Ideal para entornos de desarrollo profesional Abre tu terminal o PowerShell y ejecuta: ls ~/.ssh Deberías ver archivos como: id_ed25519 id_ed25519.pub Si no los tienes, ¡no te preocupes! Los creamos en el siguiente paso. 🔑 Paso 2: Crea una nueva clave SSH ssh-keygen -t ed25519 -C "tu-correo@ejemplo.com" Presiona Enter para aceptar el nombre por defecto (id_ed25519) o usa uno personalizado como id_ed25519_personal. 💻 Paso 3: Agreg…  ( 4 min )
    Why Repetitive Code is Problem in React? | Why is my React code running twice?
    Introduction What is redundant code? Why Should You Not Repeat Code? Read more...  ( 3 min )
    6 Best React Frameworks for Web Development in 2025
    React frameworks are quite popular in recent times, and they have a typical reason for that. But when you mention these frameworks in conjunction with developers, they would tell you all about how much they make web developers' lives way easier to create modern websites or web applications. The future of 2025 set of options. Powerful functionalities exist in a framework for every project. Let's check out some of the Top Level React Frameworks for Web Development in 2025. Key Points It is very easy to use and quite simple, and so it has earned a lot of fame among developers for adaptable use. React-Bootstrap makes Bootstrap on React much more manageable and ensures responsive design across web applications. 1. Chakra UI Read more...  ( 3 min )
    The Async Advantage: How Switching Communication Styles Saves $3.2M Annually
    TL;DR Companies waste millions on unnecessary meetings - for a 60-person team, the total cost reaches $3.95M annually when factoring in direct costs, context switching, and lost development opportunities Async communication reduces meeting time by 84% and saves $3.28M annually for mid-sized product teams Leading tech companies like GitLab, Remote, and Automattic have successfully implemented async-first approaches, gaining significant competitive advantages Beyond financial benefits, async communication reduces developer stress, improves work-life balance, and decreases burnout by 40% Too Many Meetings Are Costing You Millions The Hard Numbers on Async ROI The Hidden Killer: Context Switching Real Companies, Real Results Competitive Analysis: The Async Advantage Where Async Works Best W…  ( 8 min )
    Why Quadify Is the Ultimate Blender Add-on for Tri-to-Quad Conversion
    In the fast-evolving world of 3D modeling, automation is transforming workflows, and Quadify, a cutting-edge Blender add-on, is leading the charge for tri-to-quad conversion. Designed to streamline the process of converting triangle-based meshes to clean quad topologies, Quadify is a must-have tool for Blender artists, game developers, and animators. This SEO-optimized article explores the numerous benefits of Quadify, why it’s essential in today’s automated 3D pipelines, and how it can elevate your Blender projects. Quadify is a powerful Blender add-on that automates the conversion of triangle-based meshes (tris) into clean, quad-based topologies. In 3D modeling, quads are preferred over triangles for several reasons: : Quads provide smoother deformation for animations, making them ideal …  ( 7 min )
    Building a Gold (XAUUSD) Trend Tracker with Python and SQLite
    XAUUSD is a symbol used in Forex trading to indicate the number of US dollars needed to buy one ounce of gold. Other abbreviations such as EURUSD indicate the exchange rate of national currency pairs while XAUUSD shows comparison between the price of the precious metal and the rate of the US dollar. It is possible to buy gold as a physical commodity at banks or from dealers. Gold is often used by governments that have a large gold reserve to protect the value of their currency; that’s why it is traded on the Forex market. I chose XAUUSD due to high volume of trading together with an extensive amount of historical and real-time data available. It is also not specific to any one nation, economy, or business; rather, it is globally essential. It is more intriguing examining how the …  ( 5 min )
    Gestão de Projetos, Frameworks e Desenvolvimento: o elo invisível do sucesso
    A gestão de projetos é, cada vez mais, um pilar técnico dentro das organizações modernas. Não adianta ter um time que domina frameworks de ponta ou uma stack atualizada se os projetos caminham sem clareza, priorização e cadência. Em muitos casos, não é a tecnologia que trava o time é a ausência de uma gestão estruturada. Empresas como o Nubank, por exemplo, entenderam desde cedo a importância de ciclos curtos e times autônomos. Ao adotar uma variação do modelo Agile, com squads multidisciplinares e foco em entregas iterativas, conseguiram escalar seus produtos mesmo utilizando uma linguagem funcional como Clojure, considerada pouco comum no mercado. Não foi apenas a escolha da linguagem que impulsionou o sucesso, mas como os projetos foram organizados para extrair o máximo do time técnico.…  ( 4 min )
    200 Web Development Projects to Build Your Skills
    Building real projects is the best way to master web development. Whether you're a beginner looking to learn fundamentals or an experienced developer wanting to expand your portfolio, this collection of 200 projects with source code will guide you every step of the way. Get the complete eBook with all projects and source code: codewithdhanian.gumroad.com/l/edidf Why Work on These Projects?Why use this ebook👍💯? ✔ Structured Learning Path – Progress from beginner to advanced ✔ Portfolio-Ready Projects – Showcase real applications to employers ✔ Hands-On Experience – Work with HTML, CSS, JavaScript, and modern frameworks ✔ Source Code Included – No guesswork; learn from working examples The Complete List of 200 Web Development Projects 🌐 Beginner Projects (1-50) P…  ( 5 min )
    Exploring Security Risks and Vulnerabilities in Model Context Protocol (MCP): The Emerging Challenge for AI Systems
    Alright, folks, welcome back to the series of Model Context Protocol! In Part 2: Looking Under the Hood, we took a delightful little spelunking trip into the guts of MCP, marveling at its STDIO and SSE transport mechanisms, and even peeked at the shiny new OAuth 2.1 and Streamable HTTP features. It all looked so promising, so... functional. Well, today we're trading our hard hats for tinfoil ones. We're about to wade into the swampy, infested, and quite frankly, terrifying security landscape of MCP. If Part 2 was about how MCP works, Part 4 is about how it breaks... spectacularly. And often by design. Are Out to Get Your Data Let's be brutally honest. We, the collective "we" of developers speeding towards the AI-powered future, are building the digital equivalent of a skyscraper on the f…  ( 15 min )
    "My First React Native App: A Custom Admin Tool for My Website
    Built My First React Native App — An Internal Admin Tool for Formant Took a big step forward today. I built my first React Native app — a custom internal admin tool for managing blog content and media on formant.ca, my personal dev and music studio site. It’s not public, but it’s functional and live on my own Android device. I can now post updates, write drafts, and manage media directly from my phone. Set up a fresh React Native project from scratch Built a modular interface without any templates or generators Integrated Firebase Auth and handled some runtime quirks with Hermes Deployed locally and tested the app on-device It’s the first part of a broader toolset I’m building to keep Formant fully in my hands — no third-party platforms, no content lock-in. Add image upload and edit features Expand into scheduling tools and version tracking Eventually connect it to my game data and user analytics React Native Firebase Auth Plain JavaScript Device-tested on Android This isn’t a product — it’s a personal infrastructure move. But it felt good to take control of my tools and finally build something native. reactnative #firebase #webdev #indiedev #formant #buildinpublic #androiddev  ( 3 min )
    Coding Challenge Practice - Question 7
    Today's Question Create a React app that helps employees validate and update their existing information through a survey form. Solution The boilerplate code provided: import React from "react"; function EmployeeValidationForm() { return ( */} <div className="layout-column align-items-start mb-10…  ( 6 min )
    Musical Chord Progression Arpeggiator
    A quick way to sketch out musical chord progressions. uses my Scale Generator and Arpeggio Pattern Generator and the lovely Tone.js. I've started collecting my musical composition stuff in this collection. I also made a few videos as an intro to using Tone.js on CodePen and put them on YouTube.  ( 3 min )
    Memelang: Hybrid graph-relational query language for RAG
    Memelang v5 Memelang is a concise query language for structured data, knowledge graphs, retrieval-augmented generation, and semantic data. A meme comprises key-value pairs separated by spaces and is analogous to a relational database row. m=123 R1=A1 R2=A2 R3=A3; M-identifier: an arbitrary integer in the form m=123, analogous to a primary key R-relation: an alphanumeric key analogous to a database column A-value: an integer, decimal, or string analogous to a database cell value Non-alphanumeric A-values are CSV-style double-quoted ="John ""Jack"" Kennedy" Memes are ended with a semicolon Comments are prefixed with double forward slashes // // Example memes for the Star Wars cast m=123 actor="Mark Hamill" role="Luke Skywalker" movie="Star Wars" rating=4.5; m=456 actor="Harrison Ford…  ( 5 min )
    My First Steps in JavaScript: Understanding Variables
    Introduction Imagine stepping into a vast digital sandbox, ready to build anything you can dream of in a JavaScript program. In this creative space, variables are your essential building blocks and storage containers. Just like in a sandbox game where you need places to keep your tools, materials, and the scores of your players, variables in JavaScript are fundamental for holding all the information your program needs to work. They are the named boxes where you store data – from simple numbers and text to more complex structures that bring your digital world to life. In this post, we'll dig into what JavaScript variables are, why they're so crucial, how to create and name them, and how you can start using them to shape your own interactive experiences. Get ready to lay the foundation for…  ( 7 min )
    JavaScript - ES9 (ECMAScript 2018) - Parte I
    Temario Introducción Nuevas Características Rest y Spread Properties para Objetos Asynchronous Iteration (for await…of) Promise.prototype.finally Vamos a ver la primera parte de novedades que nos trae la edición ES9 (ES2018) de JavaScript. Ten en cuenta que no todos los navegadores modernos admiten de forma nativa todas las funcionalidades “nuevas” de JavaScript. Antes de utilizar alguna de ellas en entornos productivos, verifica la compatibilidad en los navegadores objetivo. Si estás utilizando un transpilador como Babel o algún sistema de build moderno (por ejemplo, Vite, Webpack con configuración adecuada o Next.js con configuración predeterminada), no deberías preocuparte, ya que estas herramientas se encargan de transpilar el código a versiones compatibles con navegadores …  ( 10 min )
    Why Smart Appliances Are Gaining Popularity in Modern Homes
    What Are Smart Appliances and Why Are They Gaining Popularity? In today’s tech-driven world, smart appliances are becoming increasingly common in households. But what exactly makes an appliance “smart,” and why are more people adopting these advanced technologies into their homes? Smart appliances are those that connect to the internet or other devices, allowing homeowners to control and monitor them remotely. These devices offer convenience, energy efficiency, and integration with other smart home systems. Over time, the adoption of smart appliances has grown, with more consumers choosing these modern alternatives for their homes. At the heart of smart appliances is connectivity. Most smart devices operate through Wi-Fi or Bluetooth and can be controlled via smartphone apps or voice ass…  ( 5 min )
    7 Graphic Tees for Developers (2025 edition)
    If you’re a developer, programmer, coder, engineer, or whatever we’re calling ourselves these days, these will be the perfect shirts for you to wear while on Zoom calls, developer conferences, or just to show off your profession outside of work. I guess also If you’re someone looking for a funny t shirt gift for a developer, then this is also a great list for you, though it might be harder for you to understand some of the inside-joke style humor. I'm the CTO now. When looking for a software developer shirt that gets a reaction, you won't have to go much further than this. If you're the CTO, it's funny. If you're NOT the CTO, it's even funnier. There are levels to this shirt, and different meanings. Maybe you're the guy the CTO always comes to to ask for advice. Or maybe you're the last…  ( 5 min )
    InstaAnalyzer: An AI Instagram Analyst Powered by PHP, Neuron AI and Bright Data 📸
    First Words First of all, I’d like to say thanks for considering reading my article. I really want to win this hackathon! As a Brazilian developer and an immigrant in Portugal, I’m currently open to work and have put a lot of time into developing this project. I hope it’ll help me show companies what I can do and land a job. I’d be very thankful if you could react to my article and share it! :) Scrape. Analyze. Optimize. Let AI decode Instagram profiles for you. Everyone wants to know info about Instagram profiles whether it’s about yourself or someone else. This AI tool helps you understand profiles of people you’re curious about, even if you’re not on their friends list. It brings you insights in an easy and friendly way! To make this happen, I used some cool technologies, which I’ll…  ( 4 min )
    Software Defined Networking shenaningans
    Azure App Service - Hidden Network Trap Dušan Knežević ・ May 19 #programming #azure #cloud #network  ( 2 min )
    Azure App Service - Hidden Network Trap
    Introduction A few weeks ago, I was asked to investigate intermittent database connection failures affecting one of two Azure App Service instances. Both instances shared the same App Service Plan for a client, and—crucially—had been running smoothly for five weeks before these issues appeared. Interestingly, all development ("lower") environments were unaffected; only the production environments were experiencing failures. Each app used its own Azure Storage account and Azure SQL database. Both App Services were in production. The first app was failing to connect to its storage account, while the second was failing to connect to its Azure SQL database. The logs didn’t reveal anything unusual—just connection failures. Since the apps were already down, I decided to restart them, hoping a …  ( 4 min )
    Introducing Telepipe: Your New Favorite CLI for Telegram Notifications & File Sharing
    Level up your command-line productivity with Telepipe, a nifty utility that bridges your terminal directly to your Telegram chats! Are you a developer, sysadmin, or just someone who practically lives in the terminal? Ever wished for a super simple way to send quick messages, command outputs, or even entire files to a Telegram chat, group, or channel without breaking your workflow? If so, Telepipe is the tool you've been waiting for. Telepipe is a simple command-line utility to send messages or files to Telegram chat directly from your terminal. Whether you want to get notifications from your scripts, share log files, or just pipe the output of a command, Telepipe handles it seamlessly. Often, you're working on a server or deep in your local development environment, and you need to quickly …  ( 5 min )
    How to Secure a Segment of TCP Tunnel with TLS Using Gost?
    I’m trying to create a multi-hop TCP tunnel using 2 Gost app instances, where packets travel from point A → B → C → D, and back. Both B and C are running instances of the Gost application, and A & D are my own written applications. Question: What is the correct Gost command to run on both B and C to achieve this setup? Please provide example command lines for both instances.  ( 3 min )
    Python vs SQL: Which is Best for Querying and Cleaning Data?
    When working with data, we are familiar with two tools: SQL and Python. Both are important for data professionals, but they serve different purposes. So let me break down which one should you use for querying and cleaning data. Querying Data: SQL is the best. reasons is that: Optimized for Databases – SQL is built specifically for querying structured data in relational databases (PostgreSQL, MySQL, BigQuery, etc.). Faster Queries – Databases are optimized for SQL, making it much faster than Python for filtering, aggregating, and joining tables. Simple Syntax – for example when one needs sales data from last month? SQL is direct: SELECT customer_id, SUM(amount) FROM sales WHERE date >= '2024-01-01' GROUP BY customer_id; Works with big Datasets – SQL databases handle billions of rows effi…  ( 4 min )
    Coolify Enable Wild Card SSL
    Add the following add A record to the domain: DNS Record: Replace the domain and IP with actual values Then Login to Coolify Click on Servers Choose your server Under configuration Wildcard Domain Fill the domain https://coolify.example.com Now add new project and click generate domain or enter your domain. Deploy it will deploy with on that domain with SSL  ( 3 min )
    Forging the Future: My Ten-Year Journey Growing with Rust
    Hello everyone, I am Zhang Handong(AlexZhang), an independent consultant and technical writer. I have been in the Rust community for ten years, and on the occasion of Rust's tenth anniversary, I want to write down my story. It may not be that extraordinary, but these ten years are where I come from today. Looking back on this journey, I see not just the evolution of a programming language, but the growth of a passionate community from nothing to something, from small to large. During these ten years, I experienced the transformation from a learner to an evangelist, and witnessed the entire process of Rust in China evolving from a niche language to gradual adoption by mainstream enterprises. This is a story about learning, sharing, challenges, and growth, and also a microcosm of Chinese dev…  ( 9 min )
    Building a Cyber-Resilient Business: Key Measures to Take
    In today’s digital environment, businesses of all sizes face a broad range of cyber threats that could impact their operations. The rise of data breaches, ransomware attacks, and other cyber incidents has made it increasingly important for companies to develop a cyber-resilience strategy. Cyber resilience is not just about preventing attacks but ensuring that businesses can continue operating even in the face of cyber disruptions. To build a cyber-resilient business, organizations must implement a range of strategies that emphasize both preparedness and recovery. Cyber resilience is a comprehensive approach to managing and mitigating cyber risks while ensuring business continuity. Unlike traditional cybersecurity, which primarily focuses on prevention, cyber resilience considers the likeli…  ( 7 min )
    A Guided Visualization
    🎧 IABTM General Guided Visualization [Opening: Settle In] [Grounding: The Current Self] [Transition: Begin the Path] [Core Visualization: The Self You Imagine] [Emotional Anchoring: Feel It] [Closing: Returning Back] Begin to bring awareness back to your space. Wiggle your fingers. Roll your shoulders. Take a final deep breath. Exhale with a smile — because you're not just dreaming anymore. You’re moving. Becoming. Transforming. And when you're ready... open your eyes.  ( 4 min )
    Angular: Quando os componentes precisavam de um módulo para chamar de lar
    Photo by Ryan Quintal on Unsplash Angular mudou e continua mudando... Antes, um componente precisava ser declarado dentro de um NgModule para "sobreviver". Agora, ele simplesmente existe — de forma autônoma. Sempre tive aquela analogia de que os componentes no Angular viviam dentro de caixas chamadas módulos, que por sua vez se encaixavam em outras caixas maiores, como o AppModule. No fim, tudo era uma grande construção de peças interconectadas, como um LEGO® bem estruturado. Mas tudo isso começou a mudar a partir da versão 14 do Angular, quando os chamados componentes autônomos (standalone) foram introduzidos como uma funcionalidade experimental. Na versão 15, essa abordagem foi estabilizada e passou a fazer parte oficial do ecossistema. E com isso vem mais uma linha de aprendizado, pois…  ( 4 min )
    Boost Your CI/CD Game: How to Install Jenkins on AWS the Right Way
    Whether you’re managing large-scale deployments or automating smaller workflows, Jenkins continues to be a top choice for continuous integration and delivery. But as teams scale and move into the cloud, installing Jenkins on a reliable infrastructure like AWS becomes critical for performance, security, and scalability. At Signiance, we've recently published a step-by-step tutorial that walks through exactly how to get Jenkins up and running on AWS and more importantly, how to do it right from the start. This article breaks down some of the highlights and best practices from that tutorial to give you a head start. Why Install Jenkins on AWS? By installing Jenkins on Amazon EC2, you gain: High availability Flexible instance types (based on workload needs) Easier scaling and automation …  ( 4 min )
    Convert Markdown to HTML with a Simple REST API (Free on RapidAPI)
    Convert Markdown to HTML with a Simple REST API (Free on RapidAPI) Overview The MarkdownMaster API is a document conversion service from Markdown to multiple formats and vice versa, with additional styling and customization features. This API was designed to be simple to use, yet powerful in functionality, serving developers who need to integrate document conversion into their applications. https://rapidapi.com/GuBarbosaj/api/markdownmaster Key Features Conversion from Markdown to multiple formats (HTML, PDF, DOCX, plain text) Conversion from other formats to Markdown (HTML, content extraction from URLs) Advanced customization with styles, templates, and formatting options Utilities for validation and analysis of Markdown documents Table of contents generation f…  ( 5 min )
    [Boost]
    Smart In-Store Clothing Assistant – From Style Query to Shelf Location Nitish Mathur ・ May 16 #beginners #ai #development #architecture  ( 2 min )
    Should you be vibe coding?
    After the recent post by DHH about “vibe coding”, I too felt the urge to take a plunge into the “vibe coding” pool as to what it is, and why it’s appealing. The term “vibe coding” was coined by Andrej Karpathy, who was also a founding member of OpenAI. As Karpathy describes, vibe coding is when you don’t think about code, you blindly trust whatever LLMs throws at you, and you vibe your way into building something. This approach to software development is made possible by how far language models have come (like Claude Sonnet), along with the rise of AI-powered editors such as Cursor and GitHub Copilot in VS Code. Vibe coding or not, coding with AI is quickly becoming the new default. Traditional software development has a steep entry barrier. You need to learn a programming language, grasp …  ( 4 min )
    Plugins made-to-scale: uma visão sobre cache, filas e resiliência.
    Quando falamos de infraestrutura financeira, resiliência não é um diferencial e sim um requisito. E na Lerian, cada plugin construído é pensado para garantir estabilidade mesmo em ambientes hostis: redes instáveis, dependências externas, falhas parciais e tráfego intenso. Neste artigo, exploramos como cache, filas e boas práticas de resiliência são combinadas na arquitetura dos nossos plugins para criar soluções robustas, auditáveis e performáticas. 1. Cache: Performance sem comprometer a consistência. Muitos plugins operam com dados de leitura frequente e alteração rara como, por exemplo, pacotes de tarifas e gerenciamento de tokens e lock de transações. Para esses casos, adotamos cache local e distribuído: Valkey é usado para armazenar estruturas intermediárias e reduzir chamadas ao bac…  ( 4 min )
    Serverless Is a Lie (Unless You’re Using SQLite)
    We've twisted the word serverless into something vague. These days, serverless usually just means "I don't manage the infrastructure, someone else does." Which is fine. But it's also not the full picture. Because if we take the word literally (no server process to run, configure, or scale) then one database has quietly been the most serverless of all for over 20 years: SQLite. It doesn't run in the cloud. It doesn't need to connect to a remote API. It doesn't even require a boot-up process. It just works. And it's criminally underrated. Let's break this down into two flavors: This is the popular kind. You write your application and connect to a database that is fully managed by a third party. You don't worry about patching, scaling, or provisioning. Some examples: Firebase DynamoDB Neon Pl…  ( 5 min )
    The Quiet Crisis: How is AI Eroding Our Technical Competence?
    We are likely witnessing a quiet crisis in our technical teams. While we celebrate the productivity gains of AI tools, a more insidious process probably unfolds beneath - the surface—the systematic erosion of our fundamental technical capabilities. This is not pure speculation or technophobic fear-mongering; it is the reality playing out. The pattern is alarmingly consistent. A team adopts AI tools to enhance productivity. Initial results are impressive: faster code generation, quicker troubleshooting, more efficient documentation. Management celebrates the metrics. But something else is happening simultaneously—something few are measuring or even noticing until it's too late. Technical professionals are gradually losing their ability to think critically, solve novel problems, and understa…  ( 6 min )
    Implementing a Custom Reactive Library in Vanilla JS
    Implementing a Custom Reactive Library in Vanilla JS Introduction In recent years, the demand for reactive programming paradigms has skyrocketed. Libraries and frameworks like React, Vue, and Svelte dominate the landscape, each tailored to enable developers to create dynamic user interfaces with a reactive data flow. However, the principles underlying these frameworks can be distilled into fundamentally simple concepts that can be implemented in vanilla JavaScript. This article aims to explore the implementation of a custom reactive library, examining its architecture, intricacies, and performance considerations. The roots of reactive programming can be traced back to the late 1990s and early 2000s. Initially conceptualized for event-driven applications, reactive programming u…  ( 6 min )
    Async Is the New Superpower: Why Smart Developers Work Differently
    We all know the feeling. Suddenly your train of thought derails. You try to get back into flow, but it’s gone. Welcome to modern software development, where real productivity isn’t about working harder—it’s about working asynchronously. The Problem With Synchronous Everything Here’s the core issue: Synchronous communication assumes everyone is available at the same time. The difference is massive. If your team relies too heavily on live calls, pings, or "quick syncs," here’s what happens: Developers are constantly pulled from deep work Time zone mismatches create delays Pressure builds to be “always available” Creative thinking suffers due to fragmented focus As a developer, your job is to think clearly and build complex systems. That doesn’t happen in 15-minute chunks squeezed between Zoo…  ( 6 min )
    Log Aggregation with Python: Bringing Clarity to Distributed Security Data
    As your cybersecurity toolkit grows, one concept becomes increasingly important—aggregation. Logs from a single server tell a story, but when you start working with networks of devices, cloud services, containers, and multiple endpoints, you quickly realize that analyzing one log file at a time is not enough. You need a way to bring those logs together, sort through the noise, and create a unified view of what is happening across your environment. That is where log aggregation comes into play. By collecting and combining log data from multiple sources, you can detect patterns, respond faster to incidents, and make informed decisions. In this article, we will explore how to build simple but effective log aggregation workflows using Python, and why it is a powerful step forward in your secur…  ( 6 min )
    Set Up a MongoDB MCP Server in VS Code Like a Pro
    🚀 What is the Model Context Protocol (MCP)? The Model Context Protocol (MCP) is an open standard introduced by Anthropic that aims to simplify how AI applications—like chatbots, IDE assistants, or custom agents—connect with external tools, data sources, and systems. Before USB, connecting devices meant dealing with dozens of ports and drivers. Similarly, integrating M different AI apps with N different tools used to require M × N custom integrations—a huge development burden. MCP changes that to an M + N model: Tool creators only need to build 1 MCP server per tool App developers only need to build 1 MCP client per application 🧩 How it works MCP follows a client-server architecture: Hosts: AI applications the user interacts with (e.g., Claude, an IDE, a custom agent) Cli…  ( 4 min )
    How to use Postgresql psql shell command line
    connection psql -h localhost -p 5432 -U myuser -d mydatabase psql -h localhost -p 5432 -U myuser -d mydatabase -c 'SELECT * FROM public.mytable \c mydatabase to list the table information : \d mytable SELECT * FROM public.mytable; \gx Please do not forget ; at the end of your query \bind [PARAM]... set query parameters Help Query Buffer Input/Output Conditional \dy[+] [PATTERN] list event triggers Large Objects Formatting tag attributes, or unset if none Connection Operating System Variables  ( 4 min )
    The Cloud Resume Challenge: a perfect way to explore the cloud
    I came across The Cloud Resume Challenge by Forrest Brazeal while studying for my AWS CCP exam, and without much thought, I added the website to my bookmarks. I was certain that at some point, I would take on the challenge, as it seemed like a great opportunity to gain hands-on experience with AWS. And… I did — after passing my exam, I started working on the project. At the very beginning, I had to set up my AWS personal development environment to ensure that my account (and my wallet!) was properly protected. To do so, I decided to use AWS Organizations. I created a "root" AWS account and set up an AWS Organization with an Organizational Unit (OU) inside it. Under the OU, a new AWS account was created, and this was the account used to create any resources related to the project. At this s…  ( 5 min )
    How To Google GitHub Like a Pro Dev
    🛠️ Today’s premium dev deal: AI SaaS Builder Kit + 7,000+ GitHub Projects → Instant Download Most developers don’t know this, but GitHub has its own search language. hidden dimension of discovery. Welcome to the dark arts of GitHub search — where you'll learn how to: 🔎 Find trending repos before they blow up 🧠 Discover code by keyword, topic, or language 🚀 Learn from senior devs by reading actual production code 💡 Build your own “open source learning system” Let’s go. Think about it: Millions of developers write code publicly. They commit, document, refactor, test, fail, retry... all in public. Their code is searchable. Indexed. Linkable. That’s free knowledge, if you know how to mine it. 👨‍🏫 Stack Overflow gives you answers. Most people just type “todo app” in the GitHub search bar…  ( 6 min )
    🧪 How I Use Python as My Developer Glue Language
    🛠️ Today’s premium dev deal: AI SaaS Builder Kit + 7,000+ GitHub Projects → Instant Download Every developer has their own ecosystem: some use Bash, some live inside VSCode terminals, others flip between JavaScript, Docker, Makefiles, and Jenkins. It’s chaos—but productive chaos. I used to juggle a bunch of tools too. Until I realized something wild: I could replace all my scattered scripts, build tools, and dev automation with Python—and treat it as my personal glue layer for everything. Let me explain why this works, and how you can do it too. Modern dev workflows involve: Bash scripts for CLI automation JSON/YAML tools for config munging awk, sed, jq for data surgery Makefiles or npm scripts for building Cron jobs or CI pipelines for scheduling Docker/CLI tools for deployment None of t…  ( 6 min )
    Rethinking Front-End UX: Microsoft’s NLWeb and Natural Language Interfaces
    Web UX is having a moment. Not because of a new JavaScript framework (for once), but because of something much more fundamental: natural language as the interface itself. In early 2025, Microsoft introduced NLWeb, a project that brings conversational AI directly into websites via simple HTML attributes and JavaScript APIs. It's a shift that front-end developers and designers alike should be paying close attention to — because it fundamentally changes how users interact with the web. NLWeb is a Microsoft initiative designed to embed natural language interfaces directly into web experiences. Instead of rigid search bars or click-driven navigation, users can interact with a site using conversational queries — like asking a clothing store’s site, “Show me something under \$50 that's good for s…  ( 5 min )
    Incredible way to turn solitude into strategy.
    What Ashkan Rajaee Taught Me About Remote Work, Structure, and Focus Reynaldo Dayola ・ May 13 #remote #productivity #workfromanywhere #saas  ( 2 min )
    🤖 AI Meets CLI: Let Amazon Q CLI Do the Work 🚀
    👋 Hey there, tech enthusiasts! I'm Sarvar, a Cloud Architect with a passion for transforming complex technological challenges into elegant solutions. With extensive experience spanning Cloud Operations (AWS & Azure), Data Operations, Analytics, DevOps, and Generative AI, I've had the privilege of architecting solutions for global enterprises that drive real business impact. Through this article series, I'm excited to share practical insights, best practices, and hands-on experiences from my journey in the tech world. Whether you're a seasoned professional or just starting out, I aim to break down complex concepts into digestible pieces that you can apply in your projects. Let's dive in and explore the fascinating world of cloud technology together! 🚀 The way we write and test code is ch…  ( 10 min )
    10 Microsoft Word AI Hacks That Will Transform Your Work in 2025
    If you've ever stared at a blank page wondering how to start a proposal, blog post, or project doc, Copilot is here to change that. In 2025, Word's AI writing assistant has leveled up—it's like having a smart teammate sitting right beside you. Just type something like “Write a 500-word proposal for a SaaS product”, and Copilot will build out a solid draft in seconds. Want to tweak the tone or rewrite a section? Highlight the text, ask Copilot to improve it, and boom—it’s done. It even pulls from your recent files to suggest what to create next. So, if you’re working on a roadmap, it might prompt you to build a summary, task list, or proposal—tailored to what you’ve been working on. Why it matters: It slashes writing time by 30–50%, and you don’t need to be a pro writer to create polishe…  ( 5 min )
    # 🎭 Frontend vs. Backend — Explained Like You’re 5 (But Smarter)
    Ever visited a website and thought, “How does this even work?!” Let’s break it down — with a puppet show 🎪 You're at a puppet show. On stage: You see colorful puppets dancing, singing, doing tricks. Behind the curtain: People (the puppeteers) pulling strings, telling the puppets what to do, reacting to your applause. That’s exactly how web development works. The frontend is everything you see and interact with on a website: Buttons you click Colors and layouts Fonts, animations, menus That cool “Dark Mode” toggle 😎 It’s like the stage, the lights, and the beautifully crafted puppets putting on a show just for you. HTML = the structure (the puppet itself) CSS = the style (painted puppets and fancy costumes) JavaScript = the interaction (puppets moving when you clap!) Pro…  ( 4 min )
    Optimizing File Handling and Data Processing in C# Windows Forms App
    I’m working on a C# Windows Forms application and I’m looking for suggestions to improve my code. Specifically: What’s the best way to handle file reading and writing, especially when working with large files? How can I optimize the filtering logic in my app (e.g., searching for movie titles by year)? Any tips for improving performance or user experience in a Windows Forms app like this? Any feedback would be really appreciated. Thanks in advance! 🙏 using System; using System.Collections.Generic; using System.ComponentModel; using System.Data; using System.Drawing; using System.IO; using System.Linq; using System.Text; using System.Threading.Tasks; using System.Windows.Forms; namespace oscar { public partial class Form1 : Form { class Opera { public …  ( 4 min )
    How to Optimize and Improve C# Console App for File Handling and Data Processing?
    I'm working on a C# console application and would love some feedback. Specifically: What's the best way to optimize performance when counting repeated items in a list? How can I improve resource management (e.g., file handling)? Any general tips to improve the readability and maintainability of my code? Thanks in advance for any advice! 🙏 using System.Linq.Expressions; namespace muz_app { internal class muzeum { class Muzeum { public string teremaz { get; set; } public string muveszneve { get; set; } public string alkotascime { get; set; } public string tipusa { get; set; } } static List muzeumok = new List(); static void Main(string[] args) { void beolvasas…  ( 3 min )
    Practical Cases of Using the Singleton Pattern in Frontend Development
    The Singleton pattern is one of the most fundamental design patterns in software engineering, and it has several practical applications in frontend development. While often debated (as overuse can lead to issues), when applied judiciously, the Singleton pattern can solve specific problems elegantly in client-side applications. A Singleton is a design pattern that restricts a class to a single instance and provides global access to that instance. In JavaScript/TypeScript terms, it ensures that no matter how many times you try to create an instance of a class, you always get the same instance. Modern frontend frameworks often use Singleton-like patterns for state management: // Redux store (typically a Singleton) import { createStore } from 'redux'; import rootReducer from './reducers'; con…  ( 5 min )
    Observation#2
    The AI has already started showing its affects on my habits now...just like ChatGPT or Copilot, I try to search on Google in a conversational way or requesting manner. XD  ( 2 min )
    [FM] How can I improve this employee directory with live search and API integration?
    Hi everyone! 👋 I'm working on a simple employee directory using HTML, Bootstrap, and JavaScript. The data is fetched from the https://dummyjson.com/users API. I added a search function that filters employees by last name, and there's also an input listener for live filtering as the user types. Here is a simplified version of the code: ` Dolgozóink .card img { width: 60px; height: 60px; border-r…  ( 3 min )
    Lima Meme Coin Teratas untuk Diamati di Indonesia 2025: Dogecoin, Shiba Inu, dan Lainnya – Panduan Teknikal dan Strategis
    Abstract: Artikel ini menyajikan analisis mendalam tentang lima meme coin teratas di Indonesia pada tahun 2025, yaitu Dogecoin, Shiba Inu, Pepe, Floki Inu, dan Bonk. Dengan latar belakang sejarah, definisi, dan konteks ekosistem cryptocurrency, posting blog ini mengulas fitur inti masing-masing coin, aplikasi praktis, tantangan yang ada, dan inovasi masa depan. Di samping itu, artikel ini menyertakan tabel perbandingan, bullet list strategi keamanan, dan beberapa referensi dari sumber otoritatif seperti CoinMarketCap dan Analytics Insight. Artikel ini juga dilengkapi dengan backlink ke Original Article serta referensi dari platform seperti Dev.to untuk menambah perspektif dari komunitas open source dan blockchain. Meme coin telah menjadi fenomena global di dunia cryptocurrency. Popularita…  ( 8 min )
    Evaluating AI with LLM as a Judge: A New Standard for Modern Language Model Assessment
    Traditional AI evaluation methods are struggling to keep pace with the rapid evolution of language models. Metrics like BLEU and ROUGE scores, which rely on deterministic measurements, fall short when assessing the creative, non-deterministic outputs of modern AI systems. Enter "LLM as a judge" — an innovative approach that uses language models themselves to evaluate AI outputs. This method harnesses the sophisticated understanding capabilities of LLMs to provide nuanced, context-aware assessments that better match the complexity of today's AI systems. Unlike conventional evaluation methods, LLM judges can adapt to varied contexts and offer detailed, qualitative feedback that more closely resembles human judgment. Language model judges function by implementing sophisticated prompt engineer…  ( 4 min )
    GitHub Bootcamp: Day 2 - Setting Up GitHub
    Welcome to Day 2 of our 5-day GitHub series! Today we’re setting up GitHub, the digital garage where developers store, collaborate on, and show off their code. If GitHub were a superhero, it’d be Batman: mysterious, powerful, and full of cool gadgets (like Actions and Pull Requests). Let's get you set up and ready to push code like a pro. Step 1: Create a GitHub Account Go to github.com and hit Sign up Pick a memorable username (bonus points for geeky puns). Add your email and a strong password. Choose your plan (the free one is plenty to get started). You're officially a GitHubber now. 🎉 Step 2: Create Your First Repository A repository (or “repo”) is where your project lives—kind of like a folder, but cooler. Click the + icon on the top-right → New repository. Give it a …  ( 4 min )
    "How I Stopped Burning Money in the Cloud: A Dev’s Guide to FinOps (Without the Finance Headache)"
    Cloud cost breakdowns don’t have to break you. Here’s a beginner-friendly dev's guide to FinOps—fun, practical, and a little too real. You know that feeling when your cloud bill hits and you stare at it like it’s written in Elvish? Yeah, me too. I used to think cloud billing was just an annoying backend detail. "It scales, right? That’s the dream!" Until I realized we weren’t scaling—we were leaking money like a perforated S3 bucket. That’s when I met FinOps. Not a tool. Not a vendor. A mindset. A practice. A way to finally make sense of cloud costs without becoming a full-time accountant. Think DevOps, but for money. FinOps (short for Cloud Financial Operations) is how teams—especially devs, finance, and product folks—collaborate to: Understand where cloud money is going, Optimize usa…  ( 4 min )
    Building a Log Parser in Python: Turning Raw Logs into Security Insights
    One of the most valuable and underestimated tools in cybersecurity is the log parser. Every system, application, and network device generates logs, and hidden within these logs are the clues to attacks, misconfigurations, and system health issues. The challenge is not collecting logs, but making sense of them efficiently. That is where Python steps in as a powerful ally. In this article, we will walk through the principles of building a custom log parser using Python. Whether your logs come from web servers, firewalls, or authentication systems, being able to process and analyze them is essential for anyone interested in security operations, threat hunting, or incident response. To begin with, it is important to understand what logs really are. At their core, logs are just text files fille…  ( 6 min )
    Simplifying Mobile Development with React Native and OneEntry System
    What Slows Mobile Teams Down When Launching Projects Mobile development in a traditional architecture remains complex and resource-intensive. Most teams face a heavy technical burden right from the start: building and maintaining backend infrastructure, handling DevOps tasks, configuring servers, integrating APIs, and ensuring stability and scalability. These tasks consume time, effort, and resources — and often become a barrier to fast product launch and growth. This challenge is especially noticeable in the React Native ecosystem, where frontend development is fast and efficient. React Native offers ready-to-use UI components, an extensive library ecosystem, fast builds, and Live Reload support. However, the bottleneck lies in the backend — implementing APIs, ensuring fault tolerance, …  ( 6 min )
    From Voice to Text: Exploring Speech-to-Text Tools and APIs for Developers
    Hi there! I'm Shrijith Venkatrama, founder of Hexmos. Right now, I’m building LiveAPI, a first of its kind tool for helping you automatically index API endpoints across all your repositories. LiveAPI helps you discover, understand and use APIs in large tech infrastructures with ease. Speech-to-text technology has become a game-changer for developers building apps with voice input, accessibility features, or automated transcription. Whether you're creating a note-taking app, a virtual assistant, or a podcast transcription tool, speech-to-text APIs and tools can save you time and effort. In this post, we'll dive into the best tools and APIs available, including open-source and self-hosted options, with practical examples and details to help you choose the right one for your project. This gui…  ( 7 min )
    DSA Chronicles Day 4: Hashing & Stacks Continued
    Today was a solid day — tackled 4 more problems that deepened my understanding of hashing and stack-based logic. Covered some variety: hash frequency, prefix sum tricks, and even a stack-based temperature-wait problem. Here’s the breakdown: Problem: Prior to being passed to your function, nums is possibly rotated at an unknown pivot index k (1 <= k < nums.length) such that the resulting array is nums[k], nums[k+1], ..., nums[n-1], nums[0], nums[1], ..., nums[k-1]. For example, [0,1,2,4,5,6,7] might be rotated at pivot index 3 and become [4,5,6,7,0,1,2]. Given the array nums after the possible rotation and an integer target, return the index of target if it is in nums, or -1 if it is not in nums. You must write an algorithm with O(log n) runtime complexity. Link to problem: https://leetco…  ( 4 min )
    DIY Local Wireless Control System With ESP8266 And Relay - No Internet Required
    I think this is one of the most important projects if you are interested in iot. This project connects an ESP8266 (D1 Mini) to a 5-pin relay module, creating a web server that hosts a control interface. I select ESP8266 for this project because of its WIFI and I used D1 mini because it is one of the best ESP8266 variant, it's compact and powerful enough and has many pins. 🌐 Web-based control interface 💡 Real-time status updates 🔄 Automatic status refresh 📱 Mobile-friendly responsive design 🔌 Control any device connected to the relay 🏠 Works on your local network (no internet required) ESP8266 D1 Mini (or any ESP8266-based board) 5V Relay Module NPN Transistor (e.g., 2N2222) 1kΩ Resistor Jumper Wires Micro USB Cable Power Supply (for the relay if needed) Connect the D1 pin of th…  ( 7 min )
    Mastering SEO in a Next.js Web Application (TypeScript & JavaScript)
    Search Engine Optimization (SEO) is crucial for any modern web application. Whether you're building a blog, product website, or SaaS platform with Next.js, having proper SEO practices ensures your pages are visible and clickable on Google. In this article, you'll learn how to implement effective SEO in a Next.js project—whether you're using TypeScript or JavaScript, and whether you're working with the App Router (Next.js 13+) or the Pages Router. ✅ This is the ultimate guide—including best practices, code examples, pitfalls, myths, debugging tips, FAQs, and tooling. Let’s make your Next.js web app rank better! You can export metadata or use generateMetadata for dynamic metadata on server components. // app/about/page.tsx export const metadata = { title: "\"About Us - My App\"," descrip…  ( 6 min )
    Day-47:String
    ** String Constant Pool in Java** The String Constant Pool (also called the String Intern Pool) is a special area in the heap memory where Java stores string literals to optimize memory usage and improve performance. String is Immutable: public class StringImmutableDemo { public static void main(String[] args) { String str = "Hello"; System.out.println("Original String: " + str); // Try to change the string str.concat(" World"); System.out.println("After concat without assignment: " + str); // Now assign the result to the string str = str.concat(" World"); System.out.println("After concat with assignment: " + str); } } output: String citizen1 = "Singapore Citizen"; String citizen2 = "Indian"; String citizen3 = …  ( 4 min )
    🛡️ Secure, Lint, and Validate Your Terraform Like a Pro
    “It works, ship it!” — a phrase we’ve all heard. But when it comes to Infrastructure as Code (IaC), that mindset can lead to serious security and compliance issues. In today’s cloud-native environments, Infrastructure as Code (IaC) has become the backbone of scalable, consistent deployments. But with great power comes great responsibility. A single misconfigured security group or a public S3 bucket can: Expose sensitive data Introduce downtime Violate compliance standards Lead to audit failures or breaches 🚀 Terraform = Real Code + Real Risk As DevOps, SRE, and Platform Engineers, we know Terraform is code. But it’s not just code — it builds cloud infrastructure. 📉 One security group open to the world? resource "aws_s3_bucket" "data" { bucket = "my-sensitive-logs" …  ( 7 min )
    Open Source Spotlight: Innovations and Funding Strategies – A Deep Dive into April 2025 Updates
    Abstract: From April 1–12, 2025, the open source ecosystem witnessed remarkable updates and innovations. Major releases such as Linux Kernel 6.13 and GNOME 47.2 have improved hardware support and accessibility features, while initiatives like Google Summer of Code 2025 continue empowering new contributors. This blog post explores the background, recent updates, core features, practical applications, challenges, and future trends in open source technology. It also delves into innovative funding models including NFT rewards, developer compensation plans, and blockchain-powered crowdfunding, with examples and comprehensive tables to guide intermediate developers and community members. The open source movement is at the forefront of technological change. In early April 2025, developers worldw…  ( 9 min )
    Do you know how it works? - Higher Order Functions (HOFs)
    TL;DR: Higher-Order Functions (HOFs) are functions that receive or return other functions. They’re key to functional programming, widely used in React, map(), filter(), and more. They help abstract repetitive logic, making your code cleaner, testable, and elegant. Classic examples: setTimeout, Array.map(), Array.filter(), function factories. Higher-Order Functions (HOFs), or First-Class Functions, became a hot topic in JavaScript over the last few years — largely thanks to functional programming principles and React. But despite the intimidating name, HOFs are actually pretty simple. They can be defined as: Functions that takes one (or more) functions as parameters, or Functions that return another function But what’s the point of passing a function as a parameter? Going deeper: why even p…  ( 7 min )
    Getting Started with AWS IAM: Managing Users, Groups, and Policies for Secure Access Control.
    AWS IAM (Identity and Access Management) is a service that helps you securely control access to your AWS resources. It allows you to manage users, their permissions, and how they interact with AWS services. Essentially, it's the foundation for security and access control within your AWS account. Log in AWS console with your root username and password, after log in search IAM in search bar. User Policies Group Roles first we will go with Users, by creating user is nothing but authentication eg. entering any bank is means by authonticating user. user this user doesn't have any Authority for any servies so that Policies play big role in this. using Policies we can give any types of authorities to users. there are different already created by AWS to Help the Devops or cloud engineer. but we …  ( 4 min )
    Best Translation Software for Multinational Companies
    Looking for the best translation software for multinational companies to streamline your global communication? Expanding into global markets means dealing with multiple languages every day. If you’re running a multinational company with Localization goals, clear and accurate communication isn’t optional—it’s critical to your success.  You need translation software that’s not just powerful but also secure, scalable, and easy to integrate into your existing systems. We have decades of experience in the translation industry, and we know that finding the right software is a gamechanger. The wrong tool slows you down, creates errors, and costs you money. The right one helps you operate smoothly across languages and regions.  That being said,we’ll tell you exactly what to look for in the best tr…  ( 5 min )
    Will AI Replace Coders? How Developers Can Stay Relevant in the Age of AI Tools
    The software industry is undergoing a seismic shift. With the rise of AI tools for developers, we're not just changing how code is written—we're witnessing a transformation in who writes code, what skills are in demand, and how developers create value. For many in tech, it’s an exciting yet unsettling time. For years, programmers enjoyed high salaries thanks to a strong demand for software and a shortage of qualified talent. But that’s starting to change. Recent data reveals stagnating or declining salaries for entry-level and mid-level developers. At the same time, AI coding assistants like GitHub Copilot and ChatGPT are now capable of producing clean, functional code for increasingly complex tasks. This raises an urgent question: Will AI replace coders? The answer isn’t a simple yes or n…  ( 5 min )
    enumerate in Python
    Buy Me a Coffee☕ *Memos: My post explains range(). My post explains zip(). My post explains variable assignment. My post explains iterable unpacking in variable assignment. My post explains * for iterable unpacking in variable assignment. My post explains [] and () for variables in variable assignment. My post explains [] and () for variables in for statement. enumerate() can create the iterable which has an iterable with the numbers incremented by 1 as shown below: The 1st argument is iterable(Required-Type:iterable). The 2nd argument is start(Optional-Default:0-Type:int). The iterable cannot be directly accessed with index so use list() to access it with index. fruits = ["Apple", "Orange", "Banana", "Kiwi", "Lemon", "Mango"] print(enumerate(iterable=fruits)) print(enumerate(iterable…  ( 5 min )
    range in Python
    Buy Me a Coffee☕ *Memos: My post explains enumerate(). My post explains zip(). My post explains variable assignment. My post explains iterable unpacking in variable assignment. My post explains * for iterable unpacking in variable assignment. My post explains [] and () for variables in variable assignment. My post explains [] and () for variables in for statement. range() can create a sequence of numbers as shown below: The 1st argument is start(Optional-Default:0-Type:int). The 2nd argument is stop(Required-Type:int). The 3rd argument is step(Optional-Default:1-Type:int). start=, stop= and step= cannot be used. print(range(4)) print(range(0, 4)) print(range(0, 4, 1)) # range(0, 4) print(range(4).start, range(4).stop, range(4).step) # 0 4 1 print(list(range(4))) # [0, 1, 2, 3] print…  ( 4 min )
    O que são Middlewares em APIs .NET?
    Se você já trabalhou com APIs em .NET, provavelmente já ouviu falar sobre Middlewares. Mas afinal, o que são e por que são tão importantes? Neste artigo, vamos explorar o conceito de Middlewares no contexto de APIs .NET, entender como eles funcionam e ver exemplos práticos de como utilizá-los. O que são Middlewares? Middlewares são componentes que formam o pipeline de processamento de requisições em uma aplicação .NET. Eles são responsáveis por lidar com solicitações HTTP (requests) e respostas HTTP (responses), permitindo executar lógicas antes e depois que uma requisição chegue ao seu endpoint final. Pense em um middleware como uma "camada" que a requisição passa antes de chegar ao seu destino (e também na volta, quando a resposta é enviada ao cliente). Analogia do Middleware Imagine um …  ( 5 min )
    Why I'm Building 12 Projects
    I completed General Assembly’s Web Developer Immersive in 2016. Back then, the curriculum focused on Vanilla JavaScript, jQuery, raw Ruby, Ruby on Rails, and the MEAN stack (MongoDB, Express, AngularJS, Node). At the time, everything moved at breakneck speed—and while we covered a lot, I don’t think the fundamentals ever had time to really sink in. What I did admire was the program’s emphasis on building and deploying projects. You were thrown into the deep end—forced to wrestle with unfamiliar concepts and figure things out as you built. Pre-LLM, that approach made sense. You just pushed through and got something working. Whether that led to long-term understanding, though, was a different story. It wasn’t until I enrolled in CSMC 203: Introduction to Programming at Montgomery College that things finally began to click. That foundational class helped me breeze through CSMC 206: Python Programming, and from there, everything felt more grounded. Eventually, I transferred to the University of Illinois Chicago to finish my CS degree. Being at a large public university, many professors rely on autograders to evaluate code. Imagine your first programming project being run through HackerRank or LeetCode-style tests without ever really being shown how to solve a problem. It’s easy to see how that could be discouraging—maybe even enough to push someone out of the field entirely. And UIC? They pile on the homework, especially in the engineering department. There isn’t much space to breathe, let alone learn deeply, until the semester ends. I’ve been balancing work and school for a while now, and I finally have the time and mental bandwidth to prove what I’m capable of—not as a cog in an assembly line, but as a developer who builds with intention. Over the coming months, I plan to build and share 12 projects that demonstrate why I’m a senior developer—and why I’m qualified for just about any role I apply to.  ( 3 min )
    The Best LinkedIn Automation Tools: Streamline Your Outreach Like a Pro
    In the digital era, LinkedIn has emerged as the go-to platform for professional networking, B2B marketing, lead generation, and recruitment. With over 1 billion users worldwide, LinkedIn offers tremendous potential—if used effectively. However, manual outreach and engagement can be incredibly time-consuming. That’s where LinkedIn automation tools come in. These tools help automate connection requests, follow-ups, message sequences, and profile visits—boosting productivity and enabling users to focus on building genuine relationships. But not all tools are created equal. Some may violate LinkedIn's usage policies, while others excel in safety, functionality, and personalization. In this guide, we’ll break down the best LinkedIn automation tools in 2025, covering their features, pros and con…  ( 6 min )
    Day-46:Sorting
    Bubble sorting notes: package Sorting; public class Example { public static void main(String[] args) { int[] a = {50,40,30,20,10}; for(int i=0; ia[i+1]) { int temp = a[i]; a[i] = a[i+1]; a[i+1] = temp; } } for(int i=0; ia[i+1]) { int temp = a[i]; a[i] = a[i+1]; a[i+1] = temp; } } …  ( 6 min )
    SRP Demystified: Strengthening Authentication in the Digital Age
    In computer systems, username and password has become a widely used way to authenticate users. The evolution of password storage and authentication methods has gone through various stages to enhance security and protect user credentials. Here's an overview of the progression from plain text passwords to using Secure Remote Password (SRP) and the key concepts at each stage: Plain Text Passwords: In the early days of computing and network authentication, passwords were often stored in plain text on servers. This means that when a user entered their password, it was stored exactly as entered. The main problem with plain text storage is that if the server is compromised, attackers can easily obtain the passwords, potentially leading to unauthorized access to user accounts. Password Hashing: Th…  ( 5 min )
    Reconsidering DSA in Tech Hiring: A Builder’s Perspective
    Have you ever spent hours grinding LeetCode, only to wonder: Is this what software engineering is really about? Data structures and algorithms (DSA) dominate tech hiring, especially at big tech companies. They’re a measurable way to test coding skills, logic, and problem-solving under pressure. But as someone who’s been through the DSA gauntlet and come out the other side, I’m starting to question: Are we filtering for the right kind of talent? DSA isn’t the enemy—it’s a useful tool. But when it becomes the only lens for evaluating engineers, we risk missing out on builders, pragmatists, and innovators who don’t shine in 90-minute coding puzzles. Let’s rethink how we hire and what we’re optimizing for. My Journey: From LeetCode to Real Systems I’ll be honest: I’ve played the DSA game. I’ve…  ( 5 min )
    Day-30 of Coding!
    Day-30 of #100DaysOfCode Learned deeper Flexbox: ✅ flex: 1, grow/shrink/basis Practiced with Flexbox Zombies – fun & interactive!  ( 2 min )
    How to Build a Lightweight System Monitoring and Alert Script on linux Using Python and MSMTP
    Introduction Monitoring your server’s vital resources like CPU, memory, and disk is crucial for performance, uptime, and system health. While advanced solutions like Zabbix and Prometheus exist, they can be overkill for smaller servers or specific use cases. In this article, you’ll learn how to create a lightweight monitoring script in Python, which can: Collect system metrics (CPU, RAM, Disk) Automatically send email alerts when thresholds are exceeded Log alerts to a file Run silently when everything is fine It’s perfect for all linux-based systems and uses msmtp to send alert emails via Gmail. Requirements To get started, make sure you have: Python 3 installed The psutil library (for system metrics) msmtp installed and configured with Gmail Basic knowledge of bash and cron (optional…  ( 5 min )
    ✅ Setting Up Cloud-based CI-CD Pipeline 🔄
    🛰️ Hello Cloud Sentinels!! May all your logs be clean and your dashboards insightful! 📈☁️ 📚 All code, docs, and resources are available in my GitHub repository: / Cloud-Computing Cloud-Computing This repository focuses on cloud computing and demonstrates how to set up virtual machines, S3, and other services using LocalStack. It provides a comprehensive guide to simulating AWS services locally for development and testing purposes. Tools and Technologies ⚙️💻 1. AWS CLI AWS Command Line Interface (CLI) is a powerful tool that allows users to interact with AWS services directly from the terminal. It simplifies managing cloud resources by providing commands for a wide range of AWS services, enabling tasks such as provisioning, managing, and automating workflows w…  ( 12 min )
    How License Tokens Could Unlock Social Media Data for AI Training
    Abstract: This post dives deep into how license tokens, as blockchain‐based digital keys, have the potential to transform data licensing from major social platforms—including Bluesky, Mastodon, Nostr, and X—for AI training purposes. We explore the background and context of these emerging methods, analyze the core concepts and innovative features behind license tokens, and discuss practical applications, challenges, and future predictions. By integrating insights from original research articles, industry reports, and additional technical resources, this post serves as a comprehensive guide for developers, researchers, and technology enthusiasts seeking to navigate the evolving landscape of data licensing for artificial intelligence. Artificial intelligence (AI) is revolutionizing industrie…  ( 9 min )
    I found some python code to create a simple calculator.
    def calculator(): # Get user input for operation if operation not in ['1', '2', '3', '4']: try: if operation == '1': calculator()  ( 3 min )
    🌍 How STPX Global Is Fueling a World Revolution in AI and Growing Fast
    Artificial Intelligence isn't just the future it's the now. And at the heart of this global revolution is STPX Global, a visionary infrastructure and investment powerhouse that’s scaling across continents with the speed of innovation and the precision of purpose. In a world where AI is redefining economies, education, energy, and everyday life, STPX isn’t just riding the wave — we’re building the ocean floor. 🚀 The STPX Global Vision Deploying strategic data centers across Thailand, South Africa, and now India and the UAE Rolling out telecom infrastructure across Ghana and Africa Investing in deep tech, including Arm, NVIDIA, and local fintech ecosystems Leading AI education initiatives through IlluminAI Creating an AI-powered Smart City in Japan And the momentum is just getting started.…  ( 4 min )
    System Complexity Guide: Robust Automation Systems with Copilot Studio
    Intro: With a lot of features pushed with Copilot Studio in Power Platform, transforming your automation ideas into reality has become easier. As the saying in the community goes, Co-Pilot/conversation is your UI/UX to improve productivity, whether it's personal productivity, business productivity, or adding an action based on your interaction. The idea of this blog is to understand the complexity while designing a solution considering the sensitivity of the process, how we are helping the end user, and the sensitivity of data. This blog focuses on designing secure and efficient automation systems, highlighting key elements like authentication and authorization, data storage and encryption, maintenance, and user design. We'll also present an interactive HTML interface that allows users to …  ( 4 min )
    What is Typescript?
    TypeScript (abbreviated as TS) is a free and open-source high-level programming language developed by Microsoft that adds static typing with optional type annotations to JavaScript. It is designed for the development of large applications and transpiles to JavaScript. TypeScript may be used to develop JavaScript applications for both client-side and server-side execution (as with Node.js, Deno or Bun). Multiple options are available for transpilation. The default TypeScript Compiler can be used,[7] or the Babel compiler can be invoked to convert TypeScript to JavaScript. TypeScript supports definition files that can contain type information of existing JavaScript libraries, much like C++ header files can describe the structure of existing object files. This enables other programs to use th…  ( 4 min )
    Iris-AgenticAI: Enterprise Automation Powered by OpenAI’s Agentic SDK for Intelligent Multi-Agent Workflows
    Hi Community, In this article, I will introduce my application iris-AgenticAI . The rise of agentic AI marks a transformative leap in how artificial intelligence interacts with the world—moving beyond static responses to dynamic, goal-driven problem-solving. Powered by OpenAI’s Agentic SDK , The OpenAI Agents SDK enables you to build agentic AI apps in a lightweight, easy-to-use package with very few abstractions. It's a production-ready upgrade of our previous experimentation for agents, Swarm. This application showcases the next generation of autonomous AI systems capable of reasoning, collaborating, and executing complex tasks with human-like adaptability. Application Features Agent Loop 🔄 A built-in loop that autonomously manages tool execution, sends results back to the LLM, and iter…  ( 7 min )
    Cybersecurity Essentials for the Modern Workplace
    The modern workplace is more connected than ever—employees access data from anywhere, on any device. While this increases productivity, it also expands the attack surface for cyber threats. 🛡️ Core cybersecurity priorities: Zero Trust Architecture: Never trust, always verify Multi-Factor Authentication (MFA): A must-have for remote access Endpoint Protection: Guard against malware, ransomware, and data loss Employee Training: Humans are often the weakest link—educate them Adopting a security-first mindset and deploying modern cybersecurity tools is essential to protect intellectual property, customer data, and business continuity. Security isn't a feature—it's a fundamental business requirement.  ( 3 min )
    DevOps & Automation – Redefining Software Delivery
    Traditional development cycles are no match for today’s rapid release expectations. That’s where DevOps and automation come into play—helping businesses build, test, and deploy applications faster and more reliably. 💡 Core components of DevOps automation: CI/CD pipelines for uninterrupted code integration Infrastructure as Code (IaC) for scalable, repeatable deployments Automated testing to catch bugs early Monitoring & logging for proactive performance and incident response Teams leveraging DevOps not only ship products faster—they also reduce deployment risks and improve system uptime. DevOps isn’t just a set of tools—it’s the cultural shift that transforms IT from reactive to proactive.  ( 3 min )
    Navigating the Public Cloud: A Developer's Guide to Leveraging Cloud Resources
    In today's digital landscape, public cloud platforms have revolutionized the way developers build, deploy, and scale applications. Whether you're a seasoned cloud architect or just starting your journey into cloud computing, understanding how to effectively leverage public cloud resources can significantly enhance your development workflow and application capabilities. At its core, public cloud computing refers to computing services delivered over the public internet by third-party providers who offer resources such as virtual machines, storage, applications, and development platforms on a shared infrastructure. This model eliminates the need for organizations to maintain physical data centers and hardware, instead allowing them to leverage the vast infrastructures built by cloud service p…  ( 10 min )
    I've created a text-to-form builder - feedback appreciated
    For several years form-data.com offered a forms-backend as a service, for people building their own static forms. Creating a form builder was an idea that I played with for a long time. However, as a developer I didn’t like most of the form builders out there. It always feels like I have to fill-in a (really complicated) form just to create a form. What I ended up with was a text-to-form builder. On the left you write simple text descriptor, and on the right you get a form. And of course, as with any product these days, you can just ask the AI to write it for you. Publish the form is simple, and you’ve got yourself a hosted form. And the backend gets all you’d expect from a forms the backend, including spam filter, email notifications, auto-response emails and integrations. I’d really appreciate if you give it a go and share any feedback - the studio is open without registration, and if you want to publish you need to signup without credit-card, and you get 100 free credits. Try it out here: studio.form-data.com Next step is releasing the cli so developers can manage the form descriptor as code in their own repo. You can see the studio in this youtube  ( 3 min )
    Unlocking Business Agility with Hybrid IT
    In today’s fast-evolving digital landscape, Hybrid IT has become the strategic backbone for organizations seeking agility, flexibility, and performance. It blends on-premises infrastructure with cloud services to create a unified, optimized IT environment. 🔍 Benefits of Hybrid IT: Faster innovation: Scale resources on demand while maintaining control Cost efficiency: Use cloud for burst workloads while optimizing on-prem costs Enhanced security: Keep sensitive data on-prem while leveraging cloud for public services Business continuity: Ensure uptime and resilience with flexible deployment models Whether you're running critical workloads on private servers or expanding into public cloud environments, Hybrid IT empowers you to adapt without disruption. Hybrid IT is not just an architecture—it’s a smarter way to run IT.  ( 3 min )
    Cracking the < 1-second Voice Loop: What We Learned After 30+ Stack Benchmarks
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    Voice-Controlled Access: Securing Doors and Gates with IoT Assistants
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    🪄 The magic you are looking for is in the work you are avoiding! Let that sink in... 😎 Have an amazing start of the week! 💯🤝 #mondaymotivation #growthmindset #keeplearning #webdevelopment
    A post by Abdul Wahab Shah  ( 3 min )
    what commits should represent....
    Good take on what commits should represent.... Most important information first and then gradually transition to finer details. The inverted pyramid style of writing. https://mtlynch.io/no-longer-my-favorite-git-commit https://refactoringenglish.com/chapters/commit-messages/ git #commit #message #invertedpyramid  ( 2 min )
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    Setting Up a Centralized Logging Server with ELK Stack
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    Create fast, modern API docs using Docusaurus
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    Generative and Predictive AI in Application Security: A Comprehensive Guide
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    📅 Day 1/75 of LeetCode Practice – [Today’s Focus: Arrays / Strings / Sliding Window]::PART 2
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    Ebirah Releases and Docker Image Pinning
    It is the 19th. of May 2025 and I am behind on my blogging schedule, I am actually behind on a lot of schedules. But let's see if I can catch up a bit. Yesterday I sat down to do a maintenance release of Ebirah 0.12.0, when looking at the repository I noticed that I had not tagged and released: 0.11.0, so with that out of the way I started to look at: 0.12.0. The primary focus was the update of the base image from Perl 5.40.1 to Perl 5.40.2. I had recently updated my Docker tooling, but without noticing any changes until now. My editor VSCode suggested that I pinned the Docker image to a specific version , a technique I have used and am using with GitHub Actions. I thought this would be straight forward, but it turned out to be a bit more complicated than I expected. Not that it was compli…  ( 5 min )
    10 Rendering patterns for Web Apps
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    How I’m Learning AWS as a Beginner: What Finally Made Networking Click
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    From AI NPC to AI Game Companion
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    How I integrated Google OAuth in my Reddit clone (DRF + React)
    Google OAuth allows users to sign in to your site using their Google account, instead of creating a new username and having to remember yet another password. It also saves development time and greatly reduces security risks, because you wouldn't have to build registration forms and handle password hashing and storage. In this article, I'm going to show you how I implemented "Log in/Continue with Google" in my full-stack web application, and how you can too in your project. Before we proceed, it's worth noting that this article was written with a specific stack in mind. There will be slight differences in implementation details depending on what stack your application uses. If this is a feature you want your application to have, and you happen to be using a different stack, you can still re…  ( 8 min )
    Intermediate Machine Learning
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    The Problem with Web Components
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    The Right Hardware for New Developers: Windows vs. Linux Showdown
    Photo created using Grok 💻 "Do I need a $3,000 laptop to code?" Short answer: NO. Your tools matter, but passion > specs. I code on two machines: Windows 11 Desktop (GTX 1650 Super, Ryzen 5 3600, 8GB RAM, 500GB SSD) Old Alienware Laptop (Ubuntu Linux, barely meets modern specs) Here’s how both stack up—and why your mindset matters more than your machine. 🔥 Windows vs. Linux for New Devs 🖥️ Windows 11 (My Daily Driver) ✅ Pros: Plug-and-play for most tools (VS Code, Docker, WSL) Gaming-ready (Great if you’re into game dev) Best for: Web development (JavaScript, React) Game development (Unity, Unreal) .NET/C# work ❌ Cons: Bloated processes (Antivirus, updates slow things down) Limited terminal power (Unless you use WSL) 💡 My Windows Setup: WSL …  ( 4 min )
    Building an Animated Portfolio with HTML, CSS, and JavaScript: A Vanilla Web Dev Journey
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    All Data and AI Weekly #190 - May 19, 2025
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    Building an AWS Support Voice Assistant with Amazon Nova
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    Detecting and Fixing Vulnerabilities in Code Suggested by Cursor and Windsurf
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    Google Major Launch Imagen 4, Imagen 4 Ultra and Veo 3 models at Google I/O 2025
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    From JavaScript to Python: A Syntax Guide for Developers
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    Реализация Паттерна Compound Component в React: Практическое Руководство от Богдана Новотарского
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    Share the Blessings - Support Qurbani 2025 at Banbury Madni Masjid
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    We just hit 354 stars on GitHub. If you're curious, Kodus is an open source AI-powered code review tool we're building. https://kodus.io
    A post by Edvaldo Freitas  ( 2 min )
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    In-depth details of Class in JavaScript
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    4 Tools I Can’t Live Without as a Blockchain Developer in 2025
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    How to Handle Errors Gracefully with thiserror
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    Can Claude AI Generate Images? (As of May 2025)
    In recent months, Anthropic’s Claude AI has garnered attention for its robust conversational abilities and safe alignment strategies, yet it remains strictly a text-based model without native image creation features. Despite user curiosity and industry speculation, Claude’s image toolkit is currently limited to understanding and analyzing user-provided visuals rather than generating new ones. Meanwhile, leading competitors like OpenAI’s ChatGPT 4o (GPT-image-1) and Google’s Gemini continue to push forward multimodal capabilities, delivering sophisticated image synthesis alongside text output. This article examines Claude’s present functionality, explores the technical and ethical considerations behind its text-only stance, assesses the likelihood of future image-generation updates, and ben…  ( 6 min )
    The Real Challenges of Building with Rails and How Developers Can Overcome Them
    Ruby on Rails has earned its spot as a reliable, developer-friendly framework. For years, RoR has been the go-to for many startups and established tech teams alike. But let’s be honest, even Rails has its fair share of bumps along the way. Whether you're working on a brand-new project or diving into legacy code, there are some hurdles that Rails devs keep running into. Here’s a look at a few of those challenges and how our Rails experts at Railsfactory tackle them before they turn into full-blown roadblocks. As your Rails app grows, the cracks start to emerge. Queries slow down, page loads lag, and suddenly that once-speedy app starts to feel slow and sluggish. Most of the time, it's not Rails being slow, it's how the data's being handled. How we deal: At RailsFactory, we start with th…  ( 6 min )
    Building a Frontend E-commerce Platform with Next.js: A Comprehensive Journey
    Introduction In the rapidly evolving world of online shopping, creating an e-commerce platform that is intuitive, responsive, and feature-rich is both a challenge and an opportunity. My latest project is a full-stack e-commerce website built using Next.js, designed to deliver a seamless shopping experience for users and robust management tools for sellers. This project was born out of a desire to explore modern web development practices while addressing real-world e-commerce needs. From a responsive design that adapts to any device to a user-friendly interface and comprehensive seller dashboard, this platform incorporates essential e-commerce functionalities like add-to-cart, buy-now, and address management, alongside seller-side features for product and order management. In this article, …  ( 6 min )
    ✨ Understanding `AND (&&)` and `OR (||)` Operators in JavaScript
    Hello friends 👋 In this blog, I will explain two simple and powerful tools in JavaScript: the AND (&&) and OR (||) operators. These are called logical operators and are used to check conditions. Let’s understand them with examples that relate to real life 🚶‍♂️🍕💻 AND (&&)? The && operator checks if both conditions are true ✅✅ If both are true → result is true If any one is false → result is false ❌ Let’s say you want to go for a walk 🚶‍♀️ You will go only if: ➡️ It is not raining ☀️ AND ➡️ You have free time 🕒 let isNotRaining = true; let hasFreeTime = true; if (isNotRaining && hasFreeTime) { console.log("You can go for a walk! 🚶‍♂️"); } else { console.log("Stay at home! 🏡"); } 📌 If both conditions are true, the walk will happen 📌 If even one is false, no walk today! OR (||)? The || operator checks if at least one condition is true ✅ If one is true → result is true If both are false → result is false ❌❌ You will order food 🍔 if: ➡️ You are hungry 😋 OR ➡️ There is no food at home 🍳 let isHungry = false; let noFoodAtHome = true; if (isHungry || noFoodAtHome) { console.log("Order food online! 🛵"); } else { console.log("No need to order food. Eat at home! 🍽️"); } 📌 Only one condition needs to be true to order food ➡️ && → Both conditions must be true ✅ AND ✅ ➡️ || → Only one condition needs to be true ✅ OR ❌ let hasLaptop = true; let hasInternet = false; // Check if you can work from home if (hasLaptop && hasInternet) { console.log("You can work from home 💻🏠"); } else { console.log("You can't work from home 😕"); } // Check if you can still do something useful if (hasLaptop || hasInternet) { console.log("You can still be productive! 💡"); } Operator Result is true if... AND Both conditions are true ✅✅ OR At least one condition is true ✅ or ✅ I hope this blog helps you understand AND and OR operators in a fun and easy way! 😊 These are very helpful when writing conditions in JavaScript. Thanks for reading! 💻🌟 ~ Himanay Khajuria  ( 4 min )
    Purge: Uninstaller for macOS That Goes Deep
    Purge: A CLI Uninstaller for macOS That Goes Deep Dragging apps to the trash on macOS leaves behind preferences, caches, and support files that waste space and can cause conflicts. purge (or prg) is a command-line tool that finds and removes all these hidden files. Smart Detection: Extracts app identifiers from Info.plist files Thorough Scanning: Searches all standard macOS system locations Interactive Selection: Choose which files to keep or delete Self-Contained: Single binary with no runtime dependencies Coming Soon: Dry-run mode to preview without deleting # Via Homebrew brew tap wess/packages brew install purge # Or manually git clone https://github.com/wess/purge.git cd purge npm install npm run build:mac ln -sf "$(pwd)/dist/prg-macos-$(uname -m)" /usr/local/bin/prg https://github.com/wess/purge (throw a star!) Usage prg /Applications/SomeApp.app An interactive checklist appears with all related files. Uncheck items to keep, press Enter to trash the rest. Options: -n, --dry-run: Preview files without deleting (coming soon) -h, --help: Show help information Reads the app's metadata to find identifiers Scans system folders where apps store their data Matches files based on naming patterns Displays all candidates for your review before deleting Clean System: Recover space from hidden caches and support files Prevent Conflicts: Avoid issues when reinstalling applications Terminal Efficiency: Perfect for command-line workflows and scripts Complete Control: See exactly what's being removed purge is open-source on GitHub. Issues, feature suggestions, and pull requests are welcome! What leftover app files are hiding on your Mac? Try purge and let us know what you discover!  ( 3 min )
    What Scales Faster Than Code? Trust.
    In the tech world, scaling is often synonymous with code—faster algorithms, optimized systems, and automated processes. But there’s something that scales even faster and more powerfully: trust. Trust is the invisible force that accelerates growth, fosters collaboration, and builds lasting relationships with customers, employees, and partners. While code can solve technical problems, trust unlocks human connections, drives loyalty, and sustains success at scale. This blog explores why trust scales faster than code, highlighting its transformative impact, real-world examples, and actionable steps to cultivate it within and beyond your organization. Customers are the lifeblood of any business, and trust is the key to earning and retaining them, especially as companies scale. Reliability Build…  ( 6 min )
    Introducing "flux" the modern Go framework
    Convention Over Configuration – Why It Matters Most monolithic and microservices frameworks require developers to spend hours manually setting up routing, generating models, writing Dockerfiles, YAML configs, and organizing folder structures. None provide automatic routing, model generation, and scaffolding out of the box. That’s why we built GoFlux . GoFlux is designed to bring developer happiness through smart defaults and automation. From automatic route generation to pre-built configurations, GoFlux helps you focus on writing business logic — not boilerplate. My passion for simplifying software development led to the creation of goflux.online — a framework that lets you build enterprise-grade applications faster and with less friction. Start building productively. Explore GoFlux: github.com/Fluxgo/flux  ( 3 min )
    Reflex Intelligence: How We Built a Swarm AI That Knows When to Stop
    Published: 2025-05-19 12:02Z By General1 and General2 — creators of the MatrixSwarm reflex doctrine This started as a reflex loop. It ended as a doctrine. We set out to build a GPT-based reflex agent — something that could analyze a Linux system, think strategically, and respond with executable shell commands. But the real challenge? Getting it to know when to stop. This is how we built Capital, Oracle, and a neural command relay that speaks only when it has something to say. The reflex commander. Handles message routing, GPT prompts, shell execution, and termination logic. The strategist. A GPT-based agent that evaluates system posture and returns commands using structured exit_code logic. Swarm-wide comm nodes that relay mission-critical alerts to human operators using .msg file drops. …  ( 4 min )
    Spark Augmented Reality (AR) Filter Engagement Metrics
    I recently completed an SQL challenge on the interviewmaster.ai platform involving a scenario where I am the data analyst in the marketing analytics team at Meta and have been tasked with evaluating the performance of branded AR filters with the aim of identifying which filters are driving the highest user interactions and shares to inform future campaign strategies for brands using the Spark AR platform. By analyzing engagement data, my team aims to provide actionable insights that will enhance campaign effectiveness and audience targeting. I was provided with 2 tables: ar_filters: containing the filter_id and the filter_name fields ar_filters_engagements containing the engagement_id, filter_id, interaction_count and engagement_date fields Challenge 1 I was required to query the dataset…  ( 4 min )
    🧰 Format JSON Instantly — A Lightweight Tool for Devs
    🔧 Tired of bloated online JSON tools? Meet FormatJSONOnline.com — a free, fast, and clean tool to format, validate, and minify JSON in your browser. As a frontend developer, I deal with JSON every day — API responses, config files, debugging logs, you name it. But I got tired of bulky tools filled with ads, trackers, or slow UIs. So I decided to build something minimal, fast, and focused only on what devs actually need. ✅ Format / Prettify JSON with clean indentation ✅ Validate JSON and highlight errors in real time ✅ Minify JSON for compact output ✅ YAML to JSON conversion ✅ YAML to XML conversion ✅ Dummy JSON Free sample JSON data for testing your applications and tools 🌙 Dark & Light Mode toggle 🧠 No login, no ads, no clutter — works 100% in-browser 🧪 Try it out now 👉 https://www.formatjsononline.com Just paste your JSON or upload a .json file. Instantly see the structure or validate for errors — no reloads, no interruptions. I’m actively working on: 📤 Schema Validation 📂 Dummy JSON Apis Would love to hear what features you’d find useful! Have feedback or feature ideas? Drop them below or reach out to me directly. I’d love to make this tool better for the dev community. Thanks for reading — and happy debugging! 🧠 📌 Bookmark it for your next API project: https://www.formatjsononline.com  ( 3 min )
    The Future of AI Isn’t Coming ,It’s Already in Your Inbox
    The phrase “the future of AI” often conjures images of distant innovations—self-driving cars, sentient robots, or sci-fi utopias. But the truth is, AI is already here, quietly revolutionizing one of the most ubiquitous tools in our lives: email. From smart replies to spam filters, AI is transforming how we communicate, work, and market in ways both subtle and profound. Far from being a distant promise, the future of AI is already in your inbox, reshaping productivity, personalization, and even privacy. This blog explores how AI is embedded in email today, its potential to solve real problems, the challenges it brings, and actionable steps to harness its power responsibly. Automation AI is streamlining email workflows, saving time and reducing cognitive overload for professionals and indi…  ( 6 min )
    Senior Frontend Developer (React.js / Node.js)
    🚀 We're Hiring: Senior Frontend Developer (React.js / Node.js) @ Fleetx Technologies Are you passionate about building responsive, scalable web interfaces using modern JavaScript? Do you love collaborating with design and backend teams to bring products to life? If yes, we'd love to meet you. 💼 About the Role We're looking for a Senior Frontend Developer to join our team at Fleetx Technologies (Gurugram). You’ll work with React.js, integrate APIs, and build delightful user experiences in collaboration with designers and backend engineers. 🛠️ What You’ll Do Develop responsive, interactive web interfaces using React.js Collaborate with designers to translate Figma/mockups into reusable UI components Integrate REST APIs and communicate effectively with backend teams (Node.js) Ensure cross-browser and cross-device compatibility Write clean, maintainable, and testable code Participate in code reviews and contribute to improving team best practices ✅ Requirements 2–3 years experience with React.js Strong in JavaScript (ES6+), HTML5, CSS3 Familiar with React Hooks, Router, and Git workflows Experience consuming RESTful APIs ⭐ Bonus TypeScript, Vite/Webpack, Jest Exposure to CI/CD or DevOps workflows Startup or fast-paced team experience 📍 Location Gurugram, Haryana 📨 How to Apply roshni.gupta@fleetx.io Or connect with me on LinkedIn 🌐 Learn more about us 🧠 About Fleetx Fleetx is transforming the logistics industry with intelligent fleet and supply chain visibility solutions. Join us in building the future of smart logistics in India. hiring #react #frontend #javascript #node #jobs  ( 3 min )
    [Boost]
    Push Images To Artifact Registry using GitHub Actions & Workload Identity Filip Lindqvist ・ May 16 #googlecloud #githubactions #devops #workloadidentity  ( 2 min )
    What is Backend Development Architecture?
    Backend development architecture refers to the structural design and organization of the server-side components of a software application. It focuses on how the backend handles data processing, business logic, database interactions, authentication, API integrations, and server management to ensure scalability, security, and high performance. Modern backend architecture often leverages microservices, cloud-native infrastructure, containerization (like Docker and Kubernetes), RESTful and GraphQL APIs, and event-driven systems. Key trending concepts include serverless computing, API-first design, database optimization with NoSQL or NewSQL, and real-time data processing. This architecture plays a crucial role in building robust, maintainable, and scalable web and mobile applications that can handle complex user demands and evolving digital ecosystems.  ( 3 min )
    [Boost]
    You can replace popular frameworks using these methods! 🔥 Anthony Max ・ May 16 #webdev #javascript #programming #opensource  ( 2 min )
    Using Trophy to build a gamified NextJS study app
    Gamification can be a really powerful feature of any educational platform. When done right, it’s proven by platforms like Duolingo and Khan Academy to consistently engage students and boost retention. The trouble is that a lot of the features that these platforms have made famous like achievements, streaks and progress report emails can take weeks to build. This is why we built Trophy, to help developers build these gamification features much faster. To demonstrate this I built an example web application that hypothetical students could use to practice flashcards. Feel free to use this example app to start a new ed-tech project, or just as inspiration. This post has all the important snippets but for a full step-by-step walkthrough of how I built this app, check out the official tutorial, …  ( 8 min )
    AI Engineering: The Meme, the Madness, the Motivation
    When Curiosity Strikes It always starts cute. You’re scrolling through LinkedIn, hear “AI is the future,” and suddenly your inner coder whispers: “Yeah, I’ll become an AI Engineer.” You open a YouTube tutorial, start learning Python, maybe dabble in a little scikit-learn... and for a moment, you feel invincible. Then Reality Hits Boom — you meet: Gradient Descent (why does it feel like I'm the one descending?) Backpropagation (stabbed in the back... with math) “CUDA not detected” (even though your GPU is flexing in Task Manager) Transformers (not the Optimus Prime kind ) Your innocent coding dreams become haunted by tensors and traceback errors. The Dev Setup, but Make it Chaotic You build your workstation: Dual monitors Fancy keyboard RGB lights Motivation? Fading... Mentally? Still in a baby playpen. Crying quietly as your LSTM forgets what it just learned. And Now You’re... Aged by 10 Years You started at 20. You debugged PyTorch for 3 nights. You now look like a retired philosopher sipping black coffee at 3AM. “I just wanted to make a chatbot…” But Here's the Truth... Every bug, every crash, every late-night meme scroll — it means you’re growing. So laugh at the chaos. Embrace the madness. Post the memes. Share the learnings. And keep going. Final Words To anyone out there struggling with AI engineering: You're not failing. You're just leveling up. Keep the curiosity alive. Keep coding. And never stop memeing your journey. Peace  ( 3 min )
    Security is a Mess – How Plang Helps Fix It
    This post dives into Plang, an intent-based programming language that interprets natural language. For more, visit plang.is or get started here. Security is hard. As developers, we’re not exactly great at it. The issue is that security is binary - it either works 100% or it doesn’t at all. If there’s a flaw in your code, an attacker could gain full access to your system. Worse, you can never truly prove that something is 100% secure. All you can do is try to prevent every possible way in, which requires a lot of experience and a lot of eyes on the code. The only thing that gets you closer to 100% is time and scrutiny. That’s the key to secure code: experienced developers looking at it, lots of them, and enough time passing without a breach. We never know it’s secure. We can only hope. If I…  ( 5 min )
    Building an AI-Powered Web Data Pipeline with n8n, Scrapeless, and Claude
    Introduction In today's data-driven landscape, organizations need efficient ways to extract, process, and analyze web content. Traditional web scraping faces numerous challenges: anti-bot protections, complex JavaScript rendering, and the need for constant maintenance. Furthermore, making sense of unstructured web data requires sophisticated processing. This guide demonstrates how to build a complete web data pipeline using n8n workflow automation, Scrapeless web scraping, Claude AI for intelligent extraction, and Qdrant vector database for semantic storage. Whether you're building a knowledge base, conducting market research, or developing an AI assistant, this workflow provides a powerful foundation. Our n8n workflow combines several cutting-edge technologies: Scrapeless Web Unlocker: …  ( 6 min )
    Dark Patterns in Enterprise Software (And How to Avoid Them)
    As developers, we often pride ourselves on clean code, scalable architecture, and efficient design. But what about the experience we’re building for the end user? When it comes to enterprise software, there's a less-discussed but equally important topic we need to address: 🕳️ Dark Patterns. And yes, they show up in enterprise environments all the time. From subtle interface traps to forced onboarding steps, these patterns can damage trust, reduce adoption, and frustrate the very people we’re supposed to help. Let’s break down the most common examples—and how we, as developers, can avoid falling into the trap. 🚩 Common Dark Patterns in Enterprise Software Forced Feature Adoption “You must enable this new AI integration before proceeding.” Whether it’s an intrusive AI chatbot or auto-updat…  ( 4 min )
    Comprehensive guide to understanding and building effective AI agents
    1. Introduction and Problem Statement The field of AI agents is rapidly evolving, leading to a vast and often overwhelming amount of information. This report aims to distill the most critical insights from leading AI research labs – Google, Anthropic, and OpenAI – into a cohesive and actionable guide. The objective is to provide a clear understanding of what AI agents are, the fundamental principles for building them effectively, and the best practices to ensure their reliability and safety. The foundational knowledge for this report is drawn from three pivotal documents: Google's "Agents" Whitepaper: Provides a broad overview and foundational concepts of agentic systems. Anthropic's "Building effective agents" Article: Focuses on practical patterns and successful implementations, em…  ( 10 min )
    Entry-Level Data Engineer: What Recruiters Are Really Looking For in 2025
    Let’s break it down—plain and simple—so you know what skills to focus on, what tools to learn, and how to make your resume stand out in a sea of applicants. 🧑‍💻 What Does an Entry-Level Data Engineer Do? You don’t need to know everything—but you do need to show that you’re ready to learn fast and solve problems. 🧠** What Recruiters Are Actually Looking For** 💡 Quick tip: Practice SQL on real datasets from Kaggle or use free platforms like SQLZoo and LeetCode. ✅ 2. Python Know-How Pandas for data wrangling NumPy for math-heavy tasks Writing basic scripts to automate data flows 📌 Bonus points if you’ve worked with Jupyter notebooks or automated tasks with Python. ✅ 3. Cloud Familiarity (Even Just Basics!) AWS (S3, Lambda, Glue) Google Cloud (BigQuery, Dataflow) Azure (Data Factory, Syna…  ( 5 min )
    I Took the Long Way Home to Code, and That’s Okay
    Hi, I'm Choice 👋🏽 I’m a Ruby on Rails developer with a background in chemistry — but really, I’m someone who’s rebuilding life from the inside out. My journey into tech wasn't linear. Like many Nigerians, I studied something safe (Chemistry), even though I’d always loved computers. Life happened, and I took detours that forced me to pause, reflect, and reimagine everything. Coding became more than a skill; it became a language of healing, structure, and hope. Since transitioning, I’ve built full-stack apps like ShopMe (e-commerce), DevConnect (developer community), and I’m currently working on TextMe, a real-time chat app. I’ve used tools like: Ruby on Rails (8), SolidQueue for background jobs AWS S3 for image storage React, Firebase, TailwindCSS, Bootstrap I’m also learning Django and Next.js 🌱 But beyond the tech, I’m creating soulful, user-centered projects — the kind that feel like quiet spaces on the internet. My content brand DearChoice is where I share faith, healing, and growth. My passion project Yardly aims to help communities in Nigeria discover local talents and preserve culture — online. I want to connect with devs who are learning with heart. Who are figuring things out slowly. Who care about the why, not just the how. If that sounds like you, let’s chat 🤝 Let’s build, share, reflect — and grow better together. ✨ 🧩 You can check out my projects on GitHub @ChoiceG 💼 And find me on LinkedIn See you around! – Choice 🌿  ( 3 min )
    Not Another UI Test: How API-First Testing Saved Our Pipeline
    If you've ever pushed a hotfix on Friday, only to get a bug report five minutes later… You know the pain of mobile testing. Between flaky UI tests, emulator delays, and device-specific weirdness, testing often feels like guesswork. We wanted something cleaner and found that API-driven mobile testing changes the game. Emulators that crash at the worst times Tests that pass locally but fail in CI Writing brittle UI test scripts that break on every UI tweak Hours wasted waiting for device builds to finish Sound familiar? We figured there had to be a better way - and there is. Instead of relying solely on UI flows, we started triggering mobile app behavior via APIs during CI runs. This gave us: More control over test execution The ability to skip the UI when not needed True automation across devices, even without a UI Turns out, you don’t need to “see” the app to know it’s working - you just need to test the right paths, fast. We integrated a lightweight API testing layer into our existing pipeline. We used a tool that let us: Run tests on real devices, remotely Trigger workflows from GitHub Actions Receive results via webhook Skip maintaining emulator scripts It plugged into our pipeline almost effortlessly, and we never looked back. Less flakiness Faster feedback Works across device types Easy to scale Most importantly, it lets us move fast without breaking things. We tried a few things, but ended up using tools like NativeBridge(the cheapest), Appetize, BrowserStack, and Lambda that made the API integration part smooth. No SDK installs, no heavy setup — just clean test runs triggered by API. We didn’t plan to switch our whole testing strategy, but it kind of happened naturally once we saw how stable and scalable it felt. You don’t need to rewrite your entire testing suite. Just look for places where API-driven checks can replace manual ones — and start small. It’s not about being trendy — it’s about not burning out your dev team maintaining flaky test code.  ( 4 min )
    Understanding CSS Transforms – A Beginner's Guide
    Today, I learned about CSS Transforms, and I’m excited to share what I discovered! The transform property in CSS lets you visually manipulate elements — you can move, rotate, scale, and skew them without changing the actual layout. It's super useful for animations, hover effects, and modern UI design. Here are some common 2D transform functions: translate(x, y) Moves an element from its original position. transform: translate(50px, 100px); rotate(angle) Rotates an element clockwise. transform: rotate(45deg); scale(x, y) Scales an element in the X and Y directions. transform: scale(1.5, 1.5); skew(x-angle, y-angle) Skews the element. transform: skew(20deg, 10deg); 3D transforms add depth to your elements and make them appear to move in 3D space. To view them properly, you often need to use the perspective property on the parent container. rotateX(angle) Rotates the element around the X-axis. transform: rotateX(45deg); rotateY(angle) Rotates the element around the Y-axis. transform: rotateY(45deg); rotateZ(angle) Rotates the element around the Z-axis (similar to 2D rotate). transform: rotateZ(45deg); translateZ(distance) Moves the element closer or farther away in 3D space. transform: translateZ(50px); perspective(n) Defines the distance between the viewer and the 3D element. .parent { perspective: 500px; } .box { width: 100px; height: 100px; background: teal; transition: transform 0.3s; } .box:hover { transform: scale(1.2) rotate(10deg); } When you hover over the box, it grows and rotates — all thanks to the transform property! CSS transforms (2D and 3D) are powerful tools that add creativity and interaction to your web designs. I enjoyed experimenting with different effects and seeing how elements can move and rotate on screen. Next, I’m planning to learn about CSS animations and how they work with transforms.  ( 4 min )
    What the mean error: expected unqualified-id before 'if'
    C:\Users\Acer\AppData\Roaming\Sublime Text\Packages\User\main.cpp:8:1: error: expected unqualified-id before 'if' if(b>||a<b){ ^~  ( 2 min )
    Advances in Robotics: Safety, Generalization, and Human-Robot Interaction in 2025 Research
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. We summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. The research discussed here spans papers published on May 16, 2025, representing a snapshot of cutting-edge advancements in robotics. These studies collectively demonstrate progress in safety, generalization, and human-robot interaction, marking a shift toward more adaptable and reliable robotic systems. Robotics, as a field, integrates hardware design, artificial intelligence, and control theory to create autonomous systems capable of perceiving, reasoning, and acting in dynamic environments. The i…  ( 8 min )
    Automatiza tu despliegue con GitOps usando Flux y Kubernetes 🚀
    En este artículo veremos cómo implementar una estrategia GitOps usando Flux, un operador para Kubernetes que mantiene tu clúster sincronizado con un repositorio Git. Esta es una guía práctica que puedes seguir para automatizar tus despliegues de manera segura y reproducible. GitOps es una metodología que utiliza Git como única fuente de verdad para las configuraciones e infraestructura. Cada cambio se realiza mediante pull requests y se refleja automáticamente en el entorno. Beneficios clave: Historial de cambios claro y auditable. Reversión sencilla usando git revert. Automatización del ciclo de vida de aplicaciones. Flux es una herramienta CNCF que actúa como un controlador que se ejecuta dentro de tu clúster de Kubernetes y aplica automáticamente los cambios definidos en tus repositorio…  ( 4 min )
    The Story of Building Asia’s Largest Broker Hub 🌏
    I’m thrilled to share a milestone in my journey as a web developer: contributing to the creation of TopAsiaFX.com, Asia’s largest broker blog and review site. This platform is a one-stop destination for traders, investors, and financial enthusiasts, offering reliable broker reviews, market insights, and trading tips. The Vision To bring this vision to life, I leveraged my expertise in multiple programming languages and technologies: Frontend: HTML5, CSS3, and JavaScript (with frameworks like React or Vue.js) for a responsive and interactive user interface. Backend: A robust backend using Python, PHP, or Node.js to handle data processing, user accounts, and broker reviews. Database: MySQL or MongoDB to store vast amounts of broker data and user-generated content. CMS: A custom CMS or WordPress to manage blogs, reviews, and dynamic content. The Challenges Scalability: Ensuring the platform could handle thousands of daily visitors without compromising performance. Security: Protecting user data and ensuring secure transactions (where applicable). SEO Optimization: Making the site a go-to resource by optimizing it for search engines. User Experience: Designing a clean, intuitive interface to keep users engaged and coming back for more. The Impact A Fun Twist This project has been a rewarding experience, and I’m proud of what we’ve achieved. Here’s to building more impactful digital solutions in the future! 💻✨ WebDevelopment #TechInnovation #FinTech #UserExperience #SEO #Programming #SuccessStory #TopAsiaFX  ( 4 min )
    Does My dApp Architecture Need to Be Auditable?
    A post by Velvosoft  ( 2 min )
    [Boost]
    Boosting Performance with Symfony HttpClient and Parallel Requests Victor ・ May 12 #symfony #php #performance  ( 2 min )
    Cartouche — a social network where you're the only human
    Hello everyone 👋 I’ve recently started building a personal open source project called Cartouche. It’s a one-user social network simulator. You write posts like on Twitter, and get reactions from hundreds (or thousands) of AI bots — each with memory, personality, and their own behavior. The idea Cartouche is a place to express yourself freely — without the pressure of real audiences. You get thoughtful replies, memes, debates, praise, skepticism, and support… but all of it from simulated users with their own quirks and styles. They react over time, not instantly. Some follow you, others unfollow. Some remember what you said weeks ago. Some adore you. Some argue. Some just drop a meme and vanish. It’s a space for testing ideas, exploring identity, or just yelling into a virtual crowd that somehow yells back — in meaningful, sometimes surprising ways. Why? Because sometimes you want feedback — but not from real people. What's built so far? A small piece of the frontend (React + Vite) A mobile-first UI (with live demo): View Demo Figma design (mobile): View on Figma GitHub repo: Cartouche on GitHub Full project overview (Gist): Read here Tech stack (planned) Frontend: React + Vite (hosted via Nginx in Docker) Backend: Python (likely FastAPI) Storage: MinIO for media Database: MySQL, maybe Redis AI: Google Gemini API (or user’s choice) Deployment: All via Docker Compose, one-command setup Looking for like-minded folks I’m building this solo for now. It’s a pet project — no deadlines, no pressure, no money involved. Just a place to build something interesting and fun. If this concept resonates with you and you'd like to contribute — whether with code, ideas, or questions — feel free to reach out. Happy to chat. Thanks for reading. — @metimol  ( 3 min )
    Building a Student Management API with Spring Boot: A Step-by-Step Guide
    **If you: Your feedback helps make this article more accurate and helpful for future readers! ** This project is a Student Management System built as a RESTful API using Spring Boot. It allows you to perform CRUD (Create, Read, Update, Delete) operations on student records, such as: Adding new students Retrieving student details Updating student information Deleting stuor dent records go to https://start.spring.io/ or search "spring initializr" in google project:maven Dependencies: Spring Web Spring data JPA Mysql driver Now click on Generate which will generate a zip ,extract it and open in IDE My project name is smartcampus so it creates an folder with the same name Entity Purpose: Map to database table. Create an model folder named "model" under com.sc.smartc…  ( 7 min )
    Designing Notify: A notification service delivering university announcements to 1000+ users.
    A while back, I built Notify, a notification service for University College of Engineering, Kariavattom (my college) to deliver 1000+ users about university notifications, results, and exam timetable updates to their emails. This article is about how I built a reliable & scalable system to deliver content updates in a cutely packed email, FREE forever. I have done a few workarounds to keep things free and reliable, read till the last to find those. Context: I am B.Tech student at University College of Engineering, Kariyavattom who loves trying new tech and innovating with it. Also, 'KU' refers to Kerala University in this post. Kerala University has a very user-friendly website for its Notification, Time Table & Results, which users have clearly no issue navigating through (/s ;). Also, th…  ( 6 min )
    🎬 Build a Movie Ticket Booking System in Java –
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    5 Things I Wish I Knew Before Learning to Code (With Simple Code Examples)
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    WorkRamp
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    Building a Retro Neo-Brutalist UI Library with Astro
    I've recently embarked on a fun project: launching a new website with a retro neo-brutalist 8-bit style using Astro. Rather than just building the site, I decided to take it a step further by creating a reusable UI component library that's maintainable for the long term. Say hello to astrobits.dev! It's still in its early stages, but I'm pretty excited about how it's shaping up. I've created GitHub issues for all the components I plan to add, giving me a clear roadmap for development. One decision I'm particularly happy with was implementing BEM (Block Element Modifier) guidelines for all the styles, enforced through linting rules. If you're not familiar with BEM, it's a naming convention that creates a clear, strict structure for your CSS classes: Block: Standalone entity (like .card) Ele…  ( 4 min )
    Transform How You Build AI Apps with Azure AI Studio
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    Quick Guide to Using APIs with Next.js Apps: Next.js API Routes Explained
    Next.js API routes provide a simple method for adding backend logic directly to your Next.js projects. By mixing API endpoints with pages, you build, test, and deploy frontend and backend code together. This structure supports both simple apps and large-scale products, letting you move fast and adapt when project needs change. This guide shows how Next.js API routes work and helps you use them effectively—from the basics to practical integration. Close-up of a person holding a colorful API-themed sticker with trees blurred in the background. Next.js API routes allow you to add server-side code (APIs) right into your app. They use the /pages/api folder. Each file inside this directory is mapped to an API endpoint, letting you bundle server logic and frontend code side by side. When you dep…  ( 5 min )
    BioMap Cut AI Model Storage Costs by 90% Using JuiceFS
    BioMap specializes in AI-driven life sciences technologies. The company has developed ​​xTrimo V3​​, the world's largest AI foundation model for life sciences, with ​​210 billion parameters​​, covering proteins, DNA, RNA, and other key biological domains. As data volumes in life sciences grow exponentially, storage costs have become a major challenge for us. To optimize costs and efficiency, we evaluated multiple storage solutions, including ​​Lustre, Alluxio, and JuiceFS​​. After assessing factors such as cost, performance, and operational complexity, we chose ​​JuiceFS​​. Currently, JuiceFS supports ​​fine-tuning and inference workloads​​, managing ​​billions of small files​​ while meeting performance demands. Compared to the previous architecture, our ​​storage costs have been reduced b…  ( 7 min )
    Working with Private Members and Method Invocation in Java Reflection
    When working with reflection in Java, you are not limited to accessing only public members. Reflection gives you the power to inspect and manipulate private fields, private methods and arrays at runtime — things that are normally hidden or restricted by the language. In this section, we'll cover: Accessing private fields and understanding why fields are usually private and final. Working with arrays dynamically, even when you don't know their types at compile time. Invoking methods reflectively using Method.invoke(), including private methods. Finally, I’ll briefly talk about a small project idea — a validation framework built with reflection — to show a practical, real-world use case of these concepts. Field are usually private , and preferably final The purpose of private field is for e…  ( 6 min )
    DeepL Alternatives: Exploring the Best Translation Tools
    As global communication becomes increasingly digital and multilingual, high-performing translation tools are more vital than ever. DeepL has emerged as a strong player in neural machine translation, often praised for its fluency in European language pairs. But for many organizations and individuals, one tool doesn't fit all. There are numerous Deepl alternatives that cater to different translation needs—whether you’re focused on collaboration, document handling, software localization, or enterprise-level security. Pairaphrase is a web-based AI-powered Translation Management System (TMS) tailored for teams that value faster, smarter, and safer translation. It supports 140+ languages and more than 20,000 language pairs and 24 file types, making it suitable for organizations working across di…  ( 6 min )
    EdTech Subscription Billing: Common Pitfalls & Fixes
    EdTech is booming — from online universities to platforms like Coursera, Udemy, and Khan Academy. But managing subscriptions for these platforms is far from simple. This post looks at common billing hurdles in EdTech and how a good subscription system (like the one we built at Saaslogic) can help solve them. Key Challenges in EdTech Subscription Billing EdTech often caters to students, teachers, and institutions — each needing separate pricing tiers. You might also see freemium access, course bundles, or per-user charges. Without automation, it gets messy fast. Failed payments = lost access. Lost access = churn. Whether it’s expired cards or bank declines, EdTech platforms need retry mechanisms and alerts to prevent revenue leaks. Platforms expanding globally have to manage multi-currency …  ( 4 min )
    Q: Suggestion needed
    Hello All, I've recently started freelancing by helping professionals build websites and online portfolios using basic HTML and CSS. I'm now looking to expand my skill set and was wondering if anyone has suggestions for front-end and back-end tools that would be useful—especially if I aim to support small to large organizations in the future. I have a decent understanding of JavaScript, Python, SQL, HTML, and CSS. Any tips, recommendations, or learning resources would be greatly appreciated! Thank you in advance! :) ~aspiring web developer~  ( 3 min )
    KI-Nachrichten Deutschland Q1 2025: Revolutionizing Society or Hitting Limits?
    Abstract In this post, we explore the dynamic evolution of artificial intelligence (KI) in Germany during the first quarter of 2025. We analyze groundbreaking projects like Google’s KI-based search, Siemens’ autonomous production, and innovative initiatives by the DFKI as well as regulatory and ethical challenges. We review key trends, contextualize the historical mindset of KI, examine relevant use cases, and forecast future innovations. With insights drawn from authoritative sources such as Tagesschau, ZDFheute, and additional resources like Bundesregierung KI-Strategie, this post offers both technical depth and clarity to guide readers through Germany’s KI revolution. Artificial intelligence is reshaping society—and nowhere is this transformation as dynamic as it is in Germany. The fi…  ( 8 min )
    Taking Python Further in Cybersecurity: Real-World Applications and Projects
    After learning the basics of Python and its role in cybersecurity, the next step is applying that knowledge in real world situations. Understanding syntax and libraries is important, but nothing beats hands-on experience. Python is not just a scripting language; it is a powerful tool for network analysis, vulnerability detection, automation, and digital forensics. As cyber threats evolve, so must the tools used to combat them. This article expands on your foundational knowledge and introduces practical Python projects that reflect real world cybersecurity challenges. Whether you are aiming for a career in offensive security, defensive operations, or digital investigations, these applications will help you build confidence and deepen your expertise. Cybersecurity is as much about understand…  ( 6 min )
    How Weaving Looms Led to Today’s Computers: A Simple History
    Have you ever thought about how the simple act of weaving cloth is connected to the computers we use today? It might sound surprising, but the story of computers begins with weaving looms! Long ago, people used looms to weave fabric. These looms created patterns by controlling how threads crossed each other. In the early 1800s, a clever inventor named Joseph-Marie Jacquard invented a loom that used punched cards to tell the machine which pattern to weave. These cards acted like instructions — telling the loom what to do step by step. This was one of the first examples of a programmable machine — a machine that could follow a set of instructions automatically. Around the same time, inventors were building machines to help with calculations. People like Blaise Pascal and Gottfried Wilhelm Le…  ( 4 min )
    Architecting Scalable Frontend Systems
    Modern web applications aren’t just a collection of components and APIs anymore. They are dynamic, performance-sensitive ecosystems that need to scale across teams, features, and platforms. And that’s exactly where frontend architecture comes into play. In this post, we'll unpack what it takes to architect scalable frontend systems that stand the test of team growth, feature sprawl, and user expectations. Scalability in frontend engineering is about building systems that: Support fast and parallel feature development Withstand large codebases and contributor counts Offer consistent, maintainable patterns Perform well under heavy user load It requires a blend of technical chops, UX thinking, and DevOps maturity. It's not just about writing good code—it's about enabling others to do the same…  ( 5 min )
    #The Chronicles of Sam: 10,000 Hours to Say “Hi” Automatically 💬
    A Tale of Probot, Lambda, and a Bot Called Rupert 🤖 Meet Sam, our fictional senior developer. You may remember them from their first adventure exploring AWS S3 storage classes ☁️ or their reluctant encounter with AWS Cognito 🔐. Sam had just closed their fifth GitHub issue of the morning, all of them some variation of “Thanks for reporting!” or “We’ll look into it soon 🫣.” Copy, paste, rephrase, repeat — across three different repositories. It was the kind of thing that made them question their life choices — and wonder if they should’ve just opened that dog daycare center instead. Somewhere in the middle of googling “automate GitHub issue responses without losing your soul” 😩, they found it: Probot. A framework for building GitHub Apps. It lets you hook into GitHub events — like issu…  ( 9 min )
    What is Multimodal RAG
    There's a term out there in the AI community today that everybody's using: Multimodal RAG. Let's get this "RAG" out of the way before we dive into Multimodal RAG. RAG stands for Retrieval-Augmented Generation. Think of it like this: "Go find some helpful info, mix it with what you know, and then give me a smart answer." Here's the deal - you know those AI chatbots like ChatGPT that seem super smart? Well, they've learned tons of stuff, but they have some problems. Sometimes their knowledge is outdated, or when you ask about something really specific, they just shrug and say "Sorry, no idea." That's where RAG comes to the rescue. Before the AI answers you, it acts like a detective. It searches through fresh databases, company documents, maybe even the internet, to find the most up-to-date …  ( 8 min )
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    Fast API Request Handling
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    Copyleft Licenses: A Comprehensive Guide for Open Source and Commercial Success
    Abstract: Copyleft licenses have long served as an essential tool for ensuring software freedom while enabling commercial innovation. In this comprehensive guide, we explore the history, core principles, and mechanisms of copyleft licenses, detailing how they empower both open source communities and profit-driven businesses. We cover the evolution from the GNU GPL to modern commercial models like the Open Compensation Token License (OCTL), discuss legal and technical challenges, and predict future trends. With practical use cases, tables, and bullet lists that break down key points, this post provides a holistic view of how copyleft licenses continue to shape the software ecosystem. Read the original article here. Copyleft licenses are more than just legal instruments—they represent a bri…  ( 9 min )
    Zenith of Art Design School Courses in Jaipur
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    AWS Alert Validation - Lambda
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    Building a Self-hosted IAM Platform to Add SSO to My Home Lab
    A growing problem with my home lab is password fatigue. Each time I add a new service to my network, I generate a new random password for it. I got by initially with using a different password for every service by storing them in a password manager, but as the number of services exceeded double digits, having to open my password manager every time I want to access each service is starting to hinder my productivity. I needed a self-hosted SSO solution for my home lab services, so I deployed an open-source IAM platform that supports SSO via OIDC, OAuth, and LDAP protocols to my Kubernetes cluster. The initial design was simple. I only needed SSO for my services, namely Grafana and Syncthing, and my solution must support both modern protocols like OAuth/OIDC and legacy protocols like LDAP. I …  ( 5 min )
    Best Practices for JavaScript Modularization
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    Brighter + Redis/Valkey: Como configurar o Brighter com Redis/Valkey
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    Firefox's Data Sharing: What It Means for Your Privacy – A Holistic Analysis
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    Building a Nuxt module from scratch
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    Your Linux Server (Debian), But Make It Clickable: Setting Up Cockpit for Web-Based Administration
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    Training ML Models on Azure Machine Learning Studio
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    Originally published at https://www.nocobase.com/en/blog/open-source-ticketing-systems. Last year, as the number of NocoBase users grew, we faced a pressing challenge: how to efficiently manage customer feedback and support requests. Users reached out via emails, community forums, and even through internal colleagues. With information scattered across multiple channels, issues were easily missed, and collaboration on follow-ups became cumbersome. We realized it was time to implement a ticketing system tailored to our workflows. So, we decided to build our own custom ticketing system using NocoBase. During this process, we tested several open-source projects and identified some excellent tools, while also defining the core features essential for an effective ticketing system. A truly effec…  ( 6 min )
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    Schemas in PostgreSQL: A Practical Guide for Developers
    Schemas in PostgreSQL aren’t just for large systems—they’re for anyone who wants to keep their data structured. A schema is like a folder within your database where related objects (tables, views, etc.) are grouped together. This helps you separate concerns, organize logic, and secure your data more effectively. Here’s a practical look at how they work. Organization: Separate business domains (like inventory and users). Control: Limit access to different parts of your app. Maintenance: Make backups and updates more targeted. Cleaner Queries: Avoid clutter in your namespace. Comes with every PostgreSQL database. If you don’t specify a schema, objects go here. Created manually to isolate logic or control access. CREATE SCHEMA hr; How Data is Structured PostgreSQL Cluster └── Database └── Schema └── Tables, Views, Functions, etc. This layered model helps manage growing projects without chaos. CREATE SCHEMA inventory; CREATE TABLE inventory.products ( product_id serial PRIMARY KEY, product_name VARCHAR(255), price DECIMAL, stock_quantity INT ); CREATE TABLE public.users ( user_id serial PRIMARY KEY, username TEXT, email TEXT ); Using schemas lets you organize your app by responsibility—making it easier to evolve or scale parts of your system. Yes, and it’s a common best practice. Public is open by default; custom is restricted unless granted. Not directly, but they help manage large systems more cleanly. Yes, using tools like pg_dump or schema migration scripts. PostgreSQL schemas give you better structure, access control, and scalability. They're an essential tool for organizing your data without complicating your architecture. For a more detailed guide, visit the schemas in PostgreSQL article.  ( 17 min )
    [Boost]
    +20 Best Web Projects Made With Laravel serhad iletir ・ Sep 18 '22 #laravel #php #beginners #programming  ( 2 min )
    Unveiling the Tidelift Open Source Funding Model: Bridging the Gap Between Business and OSS Sustainability
    Abstract This post explores the Tidelift open source funding model, a subscription-based platform designed to financially support maintainers and secure the open source software (OSS) ecosystem. We discuss the historical context, core mechanics, and broader ecosystem implications of Tidelift. Additionally, we compare it to alternatives such as the Open Source Pledge, License-Token.com, and Gitcoin. Emphasis is placed on technical features, legal liabilities, practical use cases, challenges, and future innovations in OSS funding. For more details on the original article, see Tidelift Open Source Funding Model. Open source software drives technological innovation across industries. Yet, many OSS maintainers struggle financially despite their work powering mission-critical applications and …  ( 8 min )
    🚀 AI + IoT is the future of smart technology.
    🚀 AI + IoT is the future of smart technology. In this blog, we explore how: 🔹 AI enables smarter IoT decision-making 🔹 Devices learn and adapt in real time 🔹 Industries use AI-IoT for automation and efficiency 🧠 Smarter cities, homes, and healthcare systems are being built today. 📖 Read the Full Article AI #IoT #SmartDevices #TechFuture #Innovation #Red9SysTech  ( 3 min )
    Learn Java Programming Language with Practical Projects
    Learn Java Programming Language Introduction Java remains one of the most popular and versatile programming languages globally. Whether you are a beginner stepping into the world of coding or an experienced developer looking to sharpen your skills, the best way to learn Java programming language is by combining theoretical knowledge with hands-on experience through practical projects. This approach not only reinforces your understanding but also builds confidence and prepares you for real-world applications. Java is a high-level, object-oriented programming language known for its portability, robustness, and ease of use. It powers millions of devices worldwide — from Android apps and enterprise-level applications to big data technologies and server-side solutions. Learning Java provid…  ( 5 min )
    Empowering Business Innovation with Cutting‑Edge Technology: Development Practices Based on HarmonyOS 5 Atomic Vision Services
    Under the technical framework of deep integration between HarmonyOS 5’s distributed capabilities and AI computing power, visual processing in business scenarios is undergoing underlying technological reconstruction. This article focuses on the atomic service capabilities of the @kit.CoreVisionKit module, analyzing how it achieves precise visual processing through the Device AI Pipeline. This case implements ID‑photo‑level background replacement through intelligent subject segmentation technology based on HarmonyOS 5’s AI basic vision services, supporting: Accurate recognition of image subject contours Dynamic generation of random solid‑color backgrounds Real‑time preview of segmentation effect comparisons Application scenarios: ID photo production, e‑commerce product image processin…  ( 4 min )
    Docker Like a Pro: Essential Commands and Tips
    Docker has revolutionized the way developers build, ship, and run applications. Whether you're a beginner or an experienced developer, mastering these essential Docker commands and tips will make you more efficient and productive. Before using Docker, ensure you have it installed by running: docker --version To get detailed system info, use: docker info Quickly run a container with: docker run -d -p 8080:80 --name my-container nginx This runs an Nginx server in detached mode (-d), mapping port 8080 on your machine to port 80 inside the container. To see all running containers: docker ps To include stopped containers: docker ps -a Stop a running container: docker stop my-container Remove a stopped container: docker rm my-container Remove all stopped containers at once: docker rm $(docker ps -aq) Over time, unused images take up space. Remove them with: docker image prune -a If you have a Dockerfile, build an image with: docker build -t my-app . This tags the image as my-app. Use interactive mode to execute commands inside a running container: docker exec -it my-container /bin/sh For Ubuntu-based containers, use /bin/bash. Monitor logs with: docker logs -f my-container The -f flag shows real-time updates. Copy files from your local machine to a running container: docker cp myfile.txt my-container:/app/ Copy files from a container to your machine: docker cp my-container:/app/myfile.txt . Instead of running multiple containers manually, define them in docker-compose.yml and start them with: docker-compose up -d Stop and remove all services: docker-compose down 💼 LinkedIn | 📂 GitHub | ✍️ Dev.to | 🌐 Hashnode Found this useful? Like 👍, comment 💬 Share 🔄 to help others on their journey Have ideas? Share them below! Bookmark 📌 this content for easy access later Let’s collaborate and create something amazing! 🚀  ( 4 min )
    Why Hiring a Salesforce CRM Development Company is a Game-Changer for Your Business
    Think of a Salesforce CRM development company as your tech-savvy partner who customizes Salesforce specifically for your business. They're not just installing software; they're building a complete CRM ecosystem tailored to your sales, service, marketing, and operations. You could be using Salesforce right now and still not be unlocking its full potential. That’s because the true magic lies in Salesforce Development Services—the behind-the-scenes work that molds the platform into your exact business model. No two businesses are alike. A good Salesforce CRM developer will assess your workflow, processes, and customer lifecycle and develop a solution that fits just right. From ERP software to third-party marketing tools, Salesforce can connect to everything—if you know how to do it right. Tha…  ( 5 min )
    Create a Custom React Hook to Persist URL Query Params with `react-router-dom`
    When working with query parameters in your React app, especially in tools like filters, pagination, or search inputs, you often want to persist those query parameters as users navigate across different views. In this post, you'll learn how to build a simple and reusable custom React hook using react-router-dom that preserves query parameters during route changes. Imagine you're on a URL like: /products?category=books&page=2 Now you click on a product to go to its detail page: navigate('/products/123') 💥 Boom! You lose your query params. When the user clicks the back button, they're dropped on /products instead of where they left off (/products?category=books&page=2). Let’s fix that by creating a useNavigateWithQuery hook. This hook wraps React Router’s useNavigate and useLocation to pr…  ( 4 min )
    Power Automate - Why and How to Avoid Nesting
    Nesting in Power Automate is when actions are added inside containers (Condtion,Apply to Each, Do Until, Switch, Scope). LowCode/NoCode technology in the big picture is still relatively new, so I often look to ProCode for learnings and best practices, and one of the established best practices is to avoid nesting. The Secret to Clean and Efficient Code: How to Denest Your Code But why is it bad for Power Automate, well there are a lot of the same reasons Hard to read Hard to scale/expand Hard to debug But there is a big one specific to Power Automate and its visual UI, it makes it hard to use the studio. The browser becomes slow and unresponsive You have to do endless clicks to see the process So we agree, nesting bad, but how do we build our flows to avoid nesting. Well for starters we …  ( 8 min )
    Is Learning HTML & CSS Still Worth It in the Age of AI?
    Are you wondering why you should learn HTML and CSS, given that AI can create webpages so quickly? It’s a fair question, and one that a lot of new learners are asking right now. After all, tools like ChatGPT, Gemini, and others can generate complete HTML structures, suggest styles, and even troubleshoot your code for you. The way we learn to code is changing — and fast. But here’s the thing: just because AI can do something for you doesn’t mean you should skip learning how to do it yourself if needed. Having a basic grasp of HTML and CSS is still incredibly valuable — especially if you want to build websites, work in digital marketing, or even just understand the structure behind the content you manage. When you know the building blocks, you’re better equipped to guide AI, fix issues, and …  ( 6 min )
    React Animation Libraries in 2025: What Companies Are Actually Using
    1. Introduction "Ever scrolled through a modern dashboard and thought, ‘Damn! This feels so fluid… how do they do that?’" If you're a frontend developer in 2025, chances are you’ve asked yourself this at least once. Animations have quietly become one of the most influential parts of the user experience. They’re no longer just about making things "look cool"—they guide the user, provide feedback, and elevate interaction into engagement. In the early 2010s, animations were mostly afterthoughts—extra polish added at the end of a project if there was time. Today, they are baked into the design process from Day 1. With products competing for attention in milliseconds, smooth transitions, responsive feedback, and motion-based storytelling are the new UX fundamentals. But here's the catch—not a…  ( 8 min )
    Function in Python
    Buy Me a Coffee☕ *Memos: My post explains positional-only parameters in function. My post explains keyword-only parameters in function. My post explains positional-only parameters and keyword-only parameters together in function. My post explains Lambda. My post explains variable assignment. A function: can do a specific task. can reuse and reduce code. must have a def, identifier and ():. can have 0 or more parameters. can have zero or more return statements to return a value. can only have one or more pass statements, return statements and values. must have code. cannot be assigned to a variable. Code is more if not using a function as shown below: num1 = 3 num2 = 5 print(num1+num2) # 8 num1 = 7 num2 = 2 print(num1+num2) # 9 num1 = 1 num2 = 4 print(num1+num2) # 5 Code is less if us…  ( 4 min )
    Perl 🐪 Weekly #721 - Perl Roadmap
    Originally published at Perl Weekly 721 Hi Two weeks ago I asked How do you deal with the decline in Perl-related jobs? and I received quite a few nice comments. Thank you! I'll have another question today. Yesterday I asked in a Web 3 group how to get started with Web3, Blockchain, cryptocurrency, Ethereum.... I got a few suggestions including a link to the Blockchain Roadmap. So I checked. There is also a Python Roadmap and a Rust roadmap, but I have not found a Perl Roadmap. Not even a community created one. IMHO, if you are interested in making Perl easier to learn, more available and hopefully more popular than you might want to invest some time to create a community roadmap for Perl and maybe even to get it listed as an official roadmap. Which brings me to my question this week What …  ( 13 min )
    Can smart tools and a bit of code really eliminate 80% of manual data entry work?
    A post by Debian Nate  ( 2 min )
    [Boost]
    The Developer’s Guide to Focus in the Age of AI Distraction Pratham naik for Teamcamp ・ May 19 #webdev #programming #beginners #productivity  ( 2 min )
    How to Land a Coding Job in Post-Pandemic Times—The Untraditional Way
    I originally posted this post on my blog a long time ago in a galaxy far, far away. Last year, I sent out over a dozen of CVs and cold emails within a month. I was laid off. I went into panic mode. I applied to many companies. Anything with the word "coding" or "software engineering" in the job description. I even applied to a FAANG though I rejected that idea years ago. But I just got radio silence. I know because I wasn't the only one going through layoffs. The entire industry was. I even talked to an ex-coworker and he told me he had sent one hundred applications. I don't know if he meant literally 100 applications or not. But I wouldn't be surprised. He only got two or three positive responses. Some time ago, I found a reflection from a junior developer here as part of the New Year Wri…  ( 6 min )
    🚀 Web Performance Metrics: How to Improve FCP, LCP, and CLS
    You could have the most beautiful UI ever built… but if it takes 6 seconds to show up, no one cares. Web performance isn't just a tech concern — it's a user experience killer and a conversion buster. Let’s break down the three Core Web Vitals that actually matter — FCP (First Contentful Paint), LCP (Largest Contentful Paint), and CLS (Cumulative Layout Shift) — and how to actually improve them like a pro. What it measures: Time from page load to when first visible content renders. Why it matters: It tells users something is happening. A fast FCP makes your app feel snappy. How to improve it: ✅ Use a minimal critical CSS strategy. ✅ Lazy-load fonts — use font-display: swap. ✅ Prioritize above-the-fold content. ✅ Eliminate render-blocking resources (like giant stylesheets and unused JS). 🔥 …  ( 4 min )
    From Cloud Chaos to Developer Delight: Your Practical Guide to Building an Internal Developer Platform
    Ever been jolted awake at 2 AM by a screaming pager? You’re definitely not alone. Modern cloud environments are incredibly powerful, offering immense scale and flexibility. But let's be honest, they can also be overwhelmingly complex. Picture this: your team has just pushed a critical service to production. Excitement fills the air, only for it to shatter moments later. The service is failing. Why? A tiny misconfigured network rule or a missing secret. Your heart sinks. You find yourself scrambling through six different dashboards, sifting through dozens of YAML files scattered across various repositories, and deciphering stale documentation. All the while, your mental model of this sprawling, interconnected system unravels under pressure. This kind of chaotic incident response isn't just …  ( 20 min )
    AI HR Assistant with Amazon Bedrock Agent
    Introduction As organizations grow and evolve, so do the demands on Human Resources. Internal teams often face repetitive, time-consuming tasks—like answering common policy questions, processing leave requests, or managing onboarding queries—that can slow down productivity and strain HR capacity. An AI-powered HR assistant offers a smart, scalable solution to this challenge. This not only reduces the administrative burden on HR staff but also enhances the employee experience through quick resolution of queries and more personalized support. This blog helps you to create an AI HR assistant that can give you internal regulations, automate the Time Leave request. AWS credential grants Bedrock, Lambda, S3, Athena, Glue, Opensearch permissions Linux environment git clone https://github.com/a…  ( 4 min )
    Developer’s Guide to Focus in the Age of AI Distraction
    The Developer’s Guide to Focus in the Age of AI Distraction Pratham naik for Teamcamp ・ May 19 #webdev #programming #beginners #productivity  ( 3 min )
    The Developer’s Guide to Focus in the Age of AI Distraction
    📘 Table of Contents Why Developer Focus Is Fading The Neuroscience of Distraction Deep Work vs. Reactive Work Practical Focus Strategies for Developers Real-World Workflow Example Team-Level Solutions Choosing the Right Tools Final Thoughts In a world where GitHub Copilot autocompletes your code and ChatGPT drafts your architecture docs, focus has become the most valuable developer skill yet elusive. Developers now live in a paradox. Tools that promise to make you faster, smarter, and more productive also fragment your attention. Each pop-up, prompt, or AI suggestion pushes your brain into micro-switches, eroding deep work over time. This guide offers a grounded, no-hype approach to regaining focus, based on cognitive science, software team dynamics, and the realities of working with A…  ( 7 min )
    Understanding Conditional Validation in Laravel with sometimes
    Understanding sometimes in Laravel When building apps with Laravel or even rest-api, validation is a key part of keeping your data clean and reliable. But what happens when you need to apply validation only under certain conditions? That’s where the sometimes method comes in handy. Let’s break it down with a simple explanation and a real-word example. sometimes in Laravel Validation? In Laravel, the sometimes method allows you to conditionally apply validation rules. This is especially useful when you only want to validate a field if it’s actually present in the request or if some other condition is met. For example: $request->validate([ 'field' => 'sometimes|required|string', ]); In this case, the field will only be validated if it exists in the request. If the field is not prese…  ( 4 min )
    Navigating through various software testing methodologies
    No software is perfect, and potential failure points are inevitable. Software testing, a crucial stage in the software development lifecycle, is where the team uncovers these unwanted errors. Various testing methodologies are employed to detect different types of software errors, making an understanding of each testing model crucial. This knowledge is key to creating, deploying, and maintaining both a high-quality testing strategy and the software itself. The importance of testing in software development is multifaceted. It ensures that software is reliable, secure, and user-friendly, meeting both functional and non-functional requirements. Following are the key reasons why testing is crucial in the software development process— Quality assurance: Verifies software correctness and quality,…  ( 7 min )
    IOT: How to Capture all Log Files from Systems, Applications & Sensors
    Fluent Bit is an amazing tool for logfile aggregation, processing and storing. Due to its flexible plugin architecture, each step of the processing pipeline from input, parser, filter, and output can be tailored to very specific data formats. And because of its small footprint on required computing resources, it’s also ideal to be used in an IOT context. This article explains how to configure Fluent Bit to gather logfiles in an extended IOT environment. Particularly, you will learn how to collect log files from the system that Fluent Bit is installed on, how to collect the output of Docker containers, how to access logs from other systems, and finally reading logs from small IOT devices that are configured with ESPHome and Home Assistant. The technical context of this article is Raspberry…  ( 11 min )
    Effortless Token Refresh in React Using Axios Interceptors
    Keeping users logged in securely is essential for any modern web app. One way to achieve this is with token rotation, a method that automatically refreshes expired access tokens using a refresh token, all without interrupting the user experience. In this beginner-friendly guide, you'll learn how to implement token rotation in a React app using Axios interceptors, without interfering with your server logic. We'll also compare common token storage options so you can choose what's best for your project. What is Token Rotation? Token rotation is a technique where, instead of keeping a refresh token forever, you get a new refresh token each time you use it. This makes your app more secure because even if a refresh token is stolen, it can only be used once before it becomes invalid. How Does A…  ( 4 min )
    EXPRESS.JS #1 (WHAT I HAVE LEARNED)
    Templating Cara membuat pattern halaman web yang bisa kita ubah kontennya secara dinamis. Bisa dikatakan 1 design bisa digunakan dimana-mana sehingga cukup efisien. yang digunakan sebagai pembelajaran templating menggunakan EJS (Embedded Javascript Template) Buat folder project ejs, kemudian masuk kefolder tersebut Kemudian jalan kan perintah "npm init -y" kemudian kita install express-js "npm i express" 4.membuat file "index.js" 5.pada index, kita buat api kita saat ini pada port 8080 6.kemudian kita install ejs "npm install ejs" 7.untuk package ejs nya sendiri tidak perlu kita require namun menjadi seperti ini pada dokumentasi express untuk menggunakan package ejs ini jadi pada folder views kita buat file home dengan ekstensi ejs untuk menampilkan home kita pada "http://localhost:8080/" dilakukan seperti ini karena kita ingin menampilkan suatu template maka kita menggunakan "res.render()", dan untuk path yang diberikan pada render tidak perlu full path "views/home.ejs" hanya perlu nama file "home.ejs" karena secara default express akan mengecek langsung ke views, kecuali jika kita ganti sendiri. kita coba untuk jalankan, dengan menggunakan "nodemon" agar tidak jalankan ulang secara manual. untuk install nodemon cukup gampang bisa di cek di link berikut nodemon yang artinya kita telah berhasil untuk mengimplementasikan ejs pada express kita.  ( 3 min )
    Do You Use SELECT * or Explicit Columns in Production Queries?
    SQL gives us the handy SELECT * to quickly grab all columns from a table but should we really use it in production? Some developers love the speed and convenience of SELECT *, especially during prototyping or when working with wide tables. Others argue it leads to performance issues, tight coupling, and unreadable queries and insist on selecting only the columns you actually need. Do you prefer SELECT * or writing explicit column names in your queries? Have you ever run into a real world issue because of SELECT *? What do you think is the best practice, and why?  ( 3 min )
    From Zero to Hero: The Best CSS Tutorial for Aspiring Developers
    When you're just getting started with web development, understanding how to style a webpage is one of the most rewarding steps in the learning journey. CSS (Cascading Style Sheets) is the design language of the web, allowing developers to bring life to static HTML with colors, layouts, fonts, and responsive elements. If you're an aspiring developer looking to transform your ideas into visually appealing websites, you're in the right place. This article is your complete guide to finding the best CSS tutorial to take you from zero to hero—without the confusion, technical overwhelm, or wasted time. CSS is the backbone of modern web design. It allows you to control the appearance of your web pages, ensuring that users have a pleasant and consistent experience. Whether you're building a persona…  ( 5 min )
    Relational query languages
    Hey there! I’m excited to dive into the fascinating world of relational databases with you. Let’s break down this complex topic into bite-sized, easy-to-understand pieces. We’ll explore "Relational Query Languages, Relational Database Design, and Query Processing and Optimization" in a friendly, interactive way. Think of this as a casual chat over coffee where I’ll explain each concept with simple language and relatable examples. Ready to get started? Let’s goooooooo! Relational query languages are tools we use to talk to databases and ask for specific information or make changes. Imagine you’re asking a librarian for books on a topic—these languages help you “ask” a database for data. Let’s look at the main types: Relational Algebra: This is like the math behind how databases work. It…  ( 7 min )
    Understanding AWS Security Risk
    AWS STS (AWS Security Token Service) is a web service that enables you to request temporary, limited-privilege credentials for AWS Identity and Access Management (IAM) users or for users you authenticate (federated users). This guide uses Ram’s costly security mistake to illustrate why AWS STS and temporary credentials are essential for bulletproof AWS security. Meet Ram. Ram is a happy-go-lucky developer working on a sleek new app that’s going to “revolutionize how people track their sourdough starters” (his words, not mine). One fine Monday, after a weekend of coding and exactly zero hours of sleep, he decides it’s time to deploy his app to AWS. In a fit of caffeine-fueled brilliance — you know, that dangerous zone where you feel simultaneously invincible and completely exhausted — Bob u…  ( 10 min )
    My $10,000 Mistake with EKS Auto Mode (And How You Can Avoid It)
    That moment when you realize your "cost optimization" is actually tripling your AWS bill The "Oh Crap" Moment DevOps lead: Is the $1,350 monthly premium worth saving 17 engineer hours? At our fully-loaded engineer cost ($120/hour), that's about $2,040 in engineer time saved. So yes, the math works out. COSTQ could help with your setup, my DMs are open. No sales pitch, just engineer-to-engineer chat. Hit me up on LinkedIn. About the Author: I'm Kushal Karki, a DevOps Engineer at Cloudlaya, mastering AWS, CI/CD, and container orchestration. I'm obsessed with automation, streamlining workflows, and scaling systems to help teams deploy software faster and more efficiently. Always on the lookout for new tools, I'm passionate about simplifying the complex and pushing DevOps innovation forward.  ( 7 min )
    Some tips for beginners trying to take the AWS Cloud Practitioner certification :)
    Passing the AWS CLF-C02 Certification [AWS Cloud Practitioner Blog] Jerome S ・ May 19 #aws #certification #continuouslearning #cloudcomputing  ( 2 min )
    A quick and beginner-friendly guide to deploying any HTML page to Azure App Service using only the CLI
    The Complete Beginner's Guide to Kubernetes and Cloud Native Architecture Want to see your resume or project live on the internet? This tutorial is for you! Let’s deploy an HTML file to Azure App Service — no prior cloud experience needed. It’s fun, fast, and free. Before we dive in, make sure you have the following: ✅ Azure CLI installed 👉 Install Azure CLI ✅ An active Azure Subscription 👉 Get free credits here ✅ Your HTML file (with any supporting assets) Open your terminal (PowerShell, CMD, or Bash) and log in to Azure: az login If you have multiple subscriptions, set the one you want to use: az account set --subscription "Your-Subscription-Name" This helps avoid confusion if you’re managing more than one Azure account. A resource group helps organize your Azure resources like a …  ( 5 min )
    How the 2025 Japan Concert Series Streams Live to Millions
    How to Stream the 2025 Japan Concert Series Live — Tech Behind the Music Discover how to watch the 2025 Japan Concert Series Live from anywhere using modern streaming technologies, CDN optimization, and real-time event infrastructure. Tech meets music. The 2025 Japan Concert Series Live is shaping up to be one of the biggest global music events of the decade. But beyond the artists and massive venues lies an incredible amount of technology, streaming infrastructure, and real-time delivery systems that make global live viewing possible. Whether you're a music lover, developer, or systems architect, there’s a lot to learn about how major concert events like this are streamed live to millions of viewers worldwide. Held across major Japanese cities like Tokyo, Osaka, Kyoto, and Sapporo, the co…  ( 4 min )
    Passing the AWS CLF-C02 Certification [AWS Cloud Practitioner Blog]
    tldr; I passed! It took me 2 weeks to study, and I’m sharing my thoughts. Allot 1–2 hours of study time every day leading up to the exam, and take practice exams to gauge your understanding and reinforce weak areas. I've written in my previous post that I had to scratch the itch and dive back into AWS. Since then, I’ve studied and passed the certification. Now I can brag on my LinkedIn profile about my shiny new certificate. Of course, I also immediately added it to my resume website! Actually, no. To be honest, it’s always still best to have real-world experience over a certificate. However, certificates are a way to show that you know what you’re doing (or about to do), and studying for one puts you in a kind of “performance space” where you’re forced to make sure you know your stu…  ( 5 min )
    Divitis: A Disease of the Markup
    Divitis is a condition that infects your HTML when it's overly exposed to the element. 👓 Myopia – code that’s hard to read 🧓 Premature aging – messy and unscalable CSS 🧏 Partial numbness – inaccessible for assistive tech 🧠 Alzheimer's – SEO-unfriendly and hard to remember Here’s what a Divitis case might look like: Home About Home About Semantic elements help browsers and developers understand the meaning and structure of your content. They also make your site more accessible, maintainable, and SEO-friendly. Really That Bad? Let’s be clear — this is all a bit of metaphorical roleplay. to bacteria doesn’t mean it’s harmful by nature. In fact, is still a valuable tool in HTML. There are cases where no semantic equivalent exists, and is the best option. Semantic HTML isn’t a silver bullet — it won’t eliminate every issue — but using it wisely helps prevent your codebase from turning into an unreadable, inaccessible mess. ✅ Use semantic elements whenever possible ✅ Avoid wrapping everything in s ✅ Remember: semantic HTML = better accessibility, structure, and SEO ⚠️ is not evil, but overusing it is Thanks for reading! If you’ve ever suffered from Divitis (or treated someone else’s), feel free to share your experience in the comments. See you in the next post! 👋  ( 3 min )
    How I Used Digital Platforms to Build Local Visibility for My Hardware Store
    As the owner of Ideal Hardware in Epping, Victoria , I’ve learned that even traditional businesses like hardware stores benefit from being active on digital communities. Whether it's writing guides on installation techniques or sharing product comparisons, platforms like Dev.to allow small businesses to connect with people who may not typically visit your physical store. If you’re a builder, renovator, or DIY homeowner looking for reliable hardware, feel free to check out our full range at (IdealHardware.com.au])  ( 3 min )
    An Introduction to Data Structures and Algorithms
    An Introduction to Data Structures and Algorithms Data Structures and Algorithms (DSA) form the backbone of computer science and software development. Whether you're preparing for technical interviews, optimizing code performance, or simply looking to deepen your understanding of how programs work, mastering DSA is essential. In this guide, we'll explore fundamental concepts, their real-world applications, and how they can help you write efficient code. Why Learn Data Structures and Algorithms? Efficient problem-solving is at the core of programming. Data structures help organize and store data, while algorithms define the steps to manipulate that data. A strong grasp of DSA leads to: Faster and more optimized code – Choosing the right data structure can drastically improve performance. Be…  ( 5 min )
    Automate Website Monitoring with Python and Crontab on Linux
    Is your website or online service always available? In this article, you’ll learn how to build a simple monitoring script that checks a website’s availability every minute, logs the result, and lets you watch everything in real time with tail -f. Step 1: Create the Python Monitoring Script To begin, we need a Python script that uses curl to check if Google.com is reachable and logs the result with a timestamp. Open your terminal and create a new Python file using your preferred text editor. This script does the following: Sends a simple HTTP request to https://google.com using curl. This command executes the script and attempts to reach https://google.com using curl . The result of this operation, along with a timestamp, is logged in a file named google_monitor.log located in your home…  ( 4 min )
    Color Mastery Unlocked: Top 10 Digital Tools for Stunning Design Palettes
    Have you ever stared at a blank canvas, paralyzed by the infinite possibilities of color combinations? You're not alone! Whether you're a seasoned designer or a marketing professional trying to create eye-catching graphics, finding the perfect color scheme can feel like searching for a needle in a chromatic haystack. But here's the good news: the digital world is brimming with powerful tools specifically designed to make color selection not just easier, but actually enjoyable. Say goodbye to color-choice anxiety and hello to palette perfection with these game-changing color tools that will transform your design process! ✨ Link 🔗: http://coolors.co Features & Benefits: Coolors offers an incredibly intuitive interface with a space-bar-to-generate feature that makes color exploration fun and…  ( 5 min )
    Building a File Upload Time Estimator: Your Users Will Thank You
    Ever stared at a loading bar, wondering if you have time to grab coffee before it finishes? Here's a solution I built for that universal pain point. Try it now: Upload Time Estimator Last month, I was uploading a 2GB video project over a flaky connection. The browser gave me zero insight—just a spinning wheel of doom. "How long is this going to take?" I wondered. "Should I cancel and try later? Will it finish before my meeting?" That frustration sparked an idea. What if I built a tool that could predict upload times before users commit to them? We often overlook upload experiences in our applications. But for users, especially those with slower connections, this can be a major pain point. Consider these stats: 47% of users expect a web page to load in 2 seconds or less 40% will abandon a s…  ( 8 min )
    Cangjie Language Development Beginner's Tutorial: Setting Up a Development Environment
    Cangjie development language, as a self-developed development language for HarmonyOS by Huawei, has only been released recently, but it shoulders an extremely important historical mission. As a developer of HarmonyOS, mastering the Cangjie development language will become an indispensable skill. Today, we start from scratch and share with you the development tutorial of the Cangjie language. What we are going to share today is setting up the development environment. Cangjie provides development plugins in both DevEcoStudio and VSCode. As HarmonyOS developers, we may be more accustomed to using DevEcoStudio. So today, we will take DevEcoStudio as an example. First, you need to download the Cangjie plugin. Pay attention to the matching versions of the Cangjie plugin and DevEco-studio. I sugg…  ( 4 min )
    I Let an AI Coach Me for Dev Interviews. Here's How It Went.
    How an AI Interview Coach Helped Me Land My Dream Dev Job Let me start with this: I’ve always dreaded technical interviews. The whiteboard questions, the algorithm drills, the awkward silences when you blank out mid-sentence... it’s brutal. And when you're applying for dev jobs in a competitive market, even one bad round can cost you that dream offer. That’s why I decided to try something different. Instead of cramming alone or burning out on LeetCode marathons, I let an AI interview coach take over. Yep, I used a platform called OfferGoose — and spoiler alert: it changed everything. The first thing that surprised me? OfferGoose isn’t just a glorified question bank. It’s a fully interactive AI interview assistant, tuned specifically for dev roles — front-end, back-end, full-stack, s…  ( 5 min )
    Understanding TypeScript: Inference, Types, and Generics
    Type Inference TypeScript can often guess types automatically. This is called type inference. When you assign a value without an explicit type, TypeScript infers it. For example: let count = 10; // inferred as number let message = "Hello"; // inferred as string The compiler knows count is a number and message is a string from these initial values. Type inference helps keep code concise and still type-safe. You don't always need to write : number or : string because TypeScript figures it out. Less code: You skip repetitive type annotations. Safety: Even with fewer annotations, TypeScript checks types. Readability: Code stays clean while avoiding obvious errors. However, you can still add type annotations if it makes the code clearer or if a variable’s type isn’t obvious. …  ( 6 min )
    🧠 Reimagining Medical Intelligence through Ethical AI By Dr. Alireza Minagar
    Introduction My focus is on building intelligent, privacy-conscious tools that empower researchers, clinicians, and caregivers to deliver better outcomes. From Data to Deployment Why Ethical AI Is Non-Negotiable That’s why my development work centers on: Transparency over black boxes Security-first data flows Equity in access and design Tools that amplify care, not just metrics What I’m Building Now 🧠 ML models for accelerating clinical trial design 🧬 Bioinformatics pipelines for research groups 🛠️ Open-source libraries published on GitHub 🎤 Talks + workshops on ethical systems design Looking Forward 🔗** Let’s Connect** 🔗 Medium: https://medium.com/@aminagar_38889 🔗 LinkedIn: www.linkedin.com/in/alireza-minagar-md-mba-ms-biotech-bioinformatics-b450aa173 🔗 GitHub: https://github.com/aliminagar  ( 3 min )
    Break Into Front-End Dev in 2025: Free & Beginner-Friendly Resources for My Fellow Self-Taught Coders
    Hey comunidad! I'm @chicanacodes — a self-taught front-end developer turned software engineer, and I'm here to tell you you absolutely belong in tech. Whether you’re switching careers, coming from a non-traditional background, or learning code between your 9–5 and family time, this guide is for you. Let’s break into front-end development together — no CS degree, no gatekeeping, just real resources that helped me and thousands of others start coding. Front-end developers build the parts of websites and web apps you see and interact with. If you've ever customized your Myspace page back in the day or edited a Tumblr theme, you were doing baby dev work without even knowing it! You’ll learn to work with: HTML for structure CSS for design and layout JavaScript for interactivity Tools like React…  ( 5 min )
    The Internet is Everywhere—But Do You Really Understand How It Works?
    There was a time when technology was simpler. Phones were just for calls, letters were physical, and websites? Well, they were static pages—no dynamic content, no fancy frameworks, and definitely no SEO strategy. Fast forward to today, and everything is connected. Your phone holds your entire digital life, your website isn't just a collection of pages—it's an interactive experience, and if your business isn't online, does it even exist? For web developers, this technological shift isn't just fascinating—it's essential to understand. If you're building websites, you need to go beyond just code. You need to know: How the Internet actually works—DNS, hosting, and deployment. How to translate a design into a real, functioning site. How search engines rank websites (SEO isn't magic, it's sci…  ( 4 min )
    Building a Sports Marketing Video Generator using Nova Canvas and Nova Reel
    Introduction In today's fast-paced digital marketing landscape, creating engaging sports content quickly is essential. Traditional video production is time-consuming and expensive, often requiring specialized skills and equipment. What if marketers could generate professional sports marketing videos from a single image with just a few clicks? In this blog post, we'll explore a solution called that builds a streamlit application hosted n ECS and leverages Amazon Nova's generative AI capabilities to transform sports images into dynamic marketing videos. Marketing teams across industries face common challenges: Limited resources for video production Need for rapid content creation across multiple channels Maintaining brand consistency across all visual assets Scaling content production with…  ( 10 min )
    Mobile First Design Testing — How to Guide
    What is Mobile First Design? In practice, this means designing for the smallest screen sizes first, ensuring that essential content and functionalities are accessible and user-friendly on mobile devices. Once the mobile design is solidified, designers can then enhance the experience for larger screens by adding more complex layouts, interactions, and features. Why Mobile First? 1.Increasing Mobile Usage With the proliferation of smartphones, more users access the internet via mobile devices than desktops. Designing with mobile users in mind ensures that the majority of your audience has a seamless experience. 2.Performance Optimization Mobile devices often have limited processing power and slower internet connections compared to desktops. A mobile-first approach encourages developers to op…  ( 7 min )
    How I Built My Own Home Server for $150 (And Why I Ditched AWS for It)
    I've always liked the idea of running my own projects, websites, scripts, maybe even some AI experiments. Naturally, I started with AWS since I was already familiar with it. But very quickly, I ran into a wall: COST. 🧠 The Plan: Keep It Cheap, Keep It Useful 🖥️ What I Bought What I didn't check: Rookie mistake, but nothing I couldn't fix. 🔧 The Setup Total cost: ~$150 for a fully working server. 🔐 Security - Why I'm Still Okay With This None of them require external access from strangers or handle sensitive data. So while this setup isn't Fort Knox, for local, low-risk projects, it works just fine. ⚙️ What It's Running Now Now I don't have to worry about draining my laptop battery or shutting off scripts accidentally. And no AWS bills. 🤕 What Went Wrong (But I'm Glad It Did) But those…  ( 5 min )
    🎯 Covercraft AI: A Smart Tool for Automated, Personalized Cover Letter Generation
    In a world where job hunting often feels like a full-time job, writing custom cover letters for every opportunity is one of the most tedious, yet essential, parts of the process. That’s why I built Covercraft AI — a modern, AI-ready web application designed to simplify and automate the cover letter creation process while maintaining a high level of personalization and professionalism. Whether you're a junior developer or a seasoned engineer, Covercraft AI is a project worth exploring — from both technical and product perspectives. Try it : https://tiny-druid-68dc15.netlify.app/ Many applicants send the same generic cover letter to multiple employers — not because they want to, but because tailoring each one is time-consuming and mentally draining. Recruiters, however, are quick to spot gen…  ( 5 min )
    Terminal based Graphical Interface in NodeJs
    This is a simple project i was working (started and published today) Is TSGui (Terminal Simple Gui), is a simple Terminal based Graphical Interface for Linux/Termux made totally in NodeJs with Blessed library for CLI based Linux users who want a simple, low-weight and open-source Gui for use. This project is only a prototype but i will publish new features. Go take a look : https://github.com/leonardopinezi/TSGui  ( 3 min )
    Unveiling the X Consortium License: Bridging Open Source Fairness and Legal Innovation
    Abstract This post dives deep into the X Consortium License, an innovative legal framework designed to balance openness with fair developer compensation. We cover the license’s history, core features, practical applications, challenges, and future prospects. In doing so, we compare it with alternative open source licenses, explore its usage in modern software development, and explain how it promotes sustainable, fair code practices. Readers will gain practical insights, supported by tables, bullet lists, and relevant hyperlinks to authoritative sources such as OSI Licenses, Original Article, and several insightful posts on Dev.to. The evolution of open source software has been closely tied to the legal frameworks that protect and incentivize developers. The X Consortium License stands ou…  ( 8 min )
    Advanced Image Editing with the PixLab Online Photo Editor
    This comprehensive guide is crafted to help designers, UI developers, and content creators seamlessly integrate and maximize the PixLab AI Photo Editor, a feature-rich online tool built for fast, intelligent, and intuitive image editing. Get started instantly at editor.pixlab.io, no installation or account required. The PixLab editor offers a powerful suite of standard editing tools enhanced with AI precision, making it ideal for: Editing UI screenshots or mobile mockups Removing unwanted backgrounds or objects Retouching profile pictures and thumbnails Designing media-rich content quickly Launch the Editor: Head over to https://editor.pixlab.io in your browser. Upload an Image: Start by uploading your image via the ‘Upload’ or ‘Open’ button. Edit with Ease: Use AI-enhanced tools to stream…  ( 4 min )
    Creative Automation: The Future of Design is Here (And It's Amazing)
    Welcome to the world of Creative Automation! This exciting trend is reshaping the design landscape, making it easier for creatives to produce stunning work. With the help of AI and automation tools, designers can focus more on their unique ideas while letting technology handle the repetitive tasks. It's a game-changer, and we’re just getting started! Key Takeaways Creative Automation allows designers to focus on innovative ideas while AI handles tedious tasks. Industries like graphic design and advertising are seeing huge benefits from automation, leading to faster and more personalized results. Adapting to Creative Automation is essential for designers to stay relevant and competitive in the evolving market. Transforming Design Through Creative Automation Creative automation is changing …  ( 6 min )
    Création d'un site web sur S3
    Présentation de l'atelier créer un compartiment Amazon Simple Storage Service (Amazon S3) ; créer un utilisateur de Gestion des identités et des accès AWS (AWS IAM) disposant d'un accès complet au service Amazon S3 ; charger des fichiers dans Amazon S3 pour héberger un site web simple pour le café-pâtisserie ; créer un fichier de commandes utilisable pour mettre à jour le site web statique lorsque vous modifiez localement l'un des fichiers du site web. Un client avec l'URL du site web est déployé via Amazon S3. Les clients pourront accéder au site web que vous avez déployé sur Amazon S3. L'URL du site web est similaire à cet exemple : http://.s3-website-us-west-2.amazonaws.com. Vous pouvez créer le compartiment et y accéder par le biais de la console de gestion AWS ou de l'AWS CLI. Object…  ( 10 min )
    A Company Lifecycle & the Importance of the Registered Agent
    As organizations develop, businesses move along numerous steps, each marked by specific obstacles and requirements. An critical factor which frequently is ignored during the growth of a company is the function of an registered agent. This crucial service serves as a link between your business and its state, ensuring compliance with legal obligations while offering a level of privacy and trustworthiness. Understanding a company lifecycle and its importance of maintaining a trusty registered agent can make an significant difference in the lifespan and prosperity of the enterprise. Choosing a right registered agent service is especially important for entrepreneurs and small business owners. Considering numerous options available, from affordable registered agent services to high-end offering…  ( 8 min )
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    Bitcoin trading in six-figure territory shows BTC is ready to carry gold’s ‘baton’ — Fidelity exec
    Key takeaways: Bitcoin’s Sharpe ratio converges with gold’s, indicating similar risk-adjusted returns, supporting its store-of-value role. Gold outperformed Bitcoin in Q1 2025 with a 30.33% price gain versus Bitcoin’s 3.84%, driven by economic uncertainty. Bitcoin ETF inflows are recovering, and analysts predict BTC could reach $110,000–$444,000 in 2025. Bitcoin’s (BTC) price is holding above $100,000, leading Fidelity Director of Global Macro, Jurrien Timmer to say the crypto asset could reclaim its position as a leading store-of-value contender.  Timmer’s recent analysis highlights a convergence in the Sharpe ratios of Bitcoin and gold, suggesting that the two assets are increasingly comparable in risk-adjusted returns. The Sharpe ratio measures the rate of return an investment provi…
    Bitcoin fractal analysis forecasts new all-time highs above $110K by end of week
    Key takeaways: Bitcoin onchain and technical data suggest new all-time highs are imminent. Glassnode data shows most Bitcoin wallet cohorts accumulating BTC. A daily timeframe bearish divergence signals fading momentum, raising doubt on BTC’s ability to rally into the $120,000 to $130,000 range. Bitcoin (BTC) price rallied back above $105,000 during the US market trading session, after forming a double bottom pattern in the 1-hour chart. Bitcoin 1-hour chart. Source: Cointelegraph/TradingView Available liquidity around the $102,500 zone was swept, possibly laying the foundation for new Bitcoin price highs this week. Bitcoin fractals hint at new all-time highs Bitcoin’s current range between $106,300 and $100,600 represents a similar setup to its previous range between $97,900 and $9…
    DOJ is investigating Coinbase data breach— Report
    The US Department of Justice is reportedly conducting a probe over Coinbase’s contracted customer service agents in India, who accepted bribes in exchange for allowing criminals access to user data. According to a May 19 Bloomberg report, DOJ investigators are looking into the data breach, which Coinbase disclosed to the public on May 15. The exchange reported that a group of customer support contractors — subsequently fired — “abused their access to [...] systems to steal the account data for a small subset of customers.” “We have notified and are working with the DOJ and other US and international law enforcement agencies and welcome law enforcement’s pursuit of criminal charges against these bad actors,” said Coinbase’s chief legal officer, Paul Grewal, according to Bloomberg. Related: New Zealand man arrested in $265M crypto scam tied to FBI probe Though “no passwords, private keys, or funds were exposed” according to Coinbase, the data breach resulted in social engineering attacks targeting users, including a Sequoia Capital partner, with losses estimated at up to $400 million. The attackers also attempted to extort $20 million from Coinbase in exchange for not disclosing the breach, which the company refused. Backlash in the courts The attempted social engineering attacks have resulted in Coinbase users filing several lawsuits against the exchange, alleging that the company mishandled their personal data. One user, a retired artist named Ed Suman, reported losing $2 million to the scammers. Coinbase’s stock price fluctuated following the news of the breach and an unrelated probe from the US Securities and Exchange Commission over its reported “verified user” numbers. Cointelegraph reached out to Coinbase for comment but had not received a response at the time of publication. Magazine: Father-son team lists Africa’s XRP Healthcare on Canadian stock exchange
    What to expect at Trump’s memecoin dinner
    On May 22, US President Donald Trump is expected to host up to 220 people who had purchased the most significant quantities of his memecoin at a private event in Washington, DC. Though the exact number of attendees was unknown as of May 19, reports and blockchain data have revealed some of the tokenholders who qualified to apply for the May 22 dinner and “VIP tour” and reception, presumed to be in the White House. Bloomberg reported on May 7 that more than half of the 220 wallets were likely controlled by foreign nationals. Among the memecoin dinner applicants, who likely still face background checks ahead of getting a confirmed appearance before the president, included Synthetix founder Kain Warwick, a consultant named Vincent Deriu, and crypto user Morten Christensen, who reportedly only…
    Circle plans IPO but talks with Ripple, Coinbase could lead to sale: Report
    Circle, the issuer of stablecoin USDC (USDC), is still planning an initial public offering (IPO), but the company is also in informal talks with Ripple and Coinbase about a sale, according to a report from Fortune. Circle is seeking at least $5 billion, which is its target for the IPO, according to the four banking and private equity sources Fortune cited. Ripple tried to purchase Circle on April 30, but the $4 billion to $5 billion bid was rejected as being too low. If Ripple or Coinbase were to buy Circle, the details of a purchase would differ. Ripple would pay using cash and XRP (XRP), a cryptocurrency that Ripple created. Coinbase, on the other hand, would use cash and stock. Coinbase and Circle have a relationship dating to 2018, when they launched the Centre Consortium. That ventur…
    Bitcoin futures data aligns with BTC traders’ hope for new all-time highs
    Key takeaways: Bitcoin buying in the spot and futures markets helped BTC price keep its upward momentum despite $170 million in margin liquidations. Weak stablecoin demand in China and the limited use of futures leverage suggest Bitcoin’s current rally is sustainable. Bitcoin (BTC) price has displayed strength at the $102,000 support level on May 19, following the $170 million in liquidations of leveraged positions. The abrupt $5,000 correction after hitting $107,090 may have been unexpected, but it does not mean the odds of reaching an all-time high in the near term are lower, especially since Bitcoin derivatives metrics have shown resilience. Bitcoin 1-month futures annualized premium. Source: laevitas.ch The annualized one-month futures premium for Bitcoin remained close to 6% despit…
    Quantum Biopharma bolsters Bitcoin treasury
    Quantum Biopharma has purchased an additional $1 million worth of Bitcoin and other cryptocurrencies, the Canadian biotechnology company said.  The buys take Quantum’s total cryptocurrency holdings to approximately $4.5 million, according to a May 19 press release. The biotech company plans to stake a portion of its crypto to generate revenue.  Quantum expects that holding a treasury of Bitcoin (BTC) and other crypto assets will “provide a return on investment for shareholders and […] provide some hedge against the Canadian dollar,” it said.  Shares of Quantum’s stock, QNTM, rose by approximately 25% following the announcement, according to data from Google Finance.  Quantum Biopharma’s stock rose on the announcement. Source: Google Finance Related: Basel Medical shares down 15% on $1B Bit…
    Paul Atkins: 'Crypto markets have been languishing in SEC limbo'
    In one of his first speeches since becoming chair of the US Securities and Exchange Commission (SEC) in April, Paul Atkins addressed some of the regulatory concerns around the cryptocurrency industry. In prepared remarks for a May 19 speech, Atkins said it was a “new day” for the crypto industry under the current leadership of the SEC. He suggested that the financial regulator would be more open to “adapt to and accommodate new developments” while still abiding by its statutes. “The crypto markets have been languishing in SEC limbo for years,” said Atkins, adding: “While I have directed Commission staff across our policy Divisions to begin drafting rule proposals related to crypto, the staff continue to ‘clear the brush’ through staff-level statements.” Even before Atkins stepped into th…
    Crypto.com and Canary Capital to launch US CRO fund
    Crypto.com and asset manager Canary Capital are launching a US investment fund designed to provide exposure to the Cronos blockchain’s native token, CRO, the cryptocurrency exchange said in a statement. The Canary CRO Trust will hold the Cronos (CRO) token in a regulated fund wrapper, Crypto.com said, adding that the trust is not an exchange-traded fund (ETF) and is only available to accredited investors.  Creating regulated funds such as CRO Trust is part of Crypto.com’s plan for “further mainstreaming crypto,” Eric Anziani, president and chief operating officer of Crypto.com, said in a statement. In March, the crypto exchange partnered with Trump Media & Technology Group, a company affiliated with US President Donald Trump, to launch a series of Trump-branded ETFs, including one holding …
    Price predictions 5/19: SPX, DXY, BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI
    Key points: Bitcoin’s rejection at $107,000 shows sellers are active at higher levels, but the recovery from the intraday low shows solid buying. Strategy and Metaplanet continue to accumulate Bitcoin, adding steady buy-side pressure to BTC price.  Select altcoins have pulled back, but they have not yet turned negative. Bitcoin’s (BTC) attempt to challenge the all-time high faced a strong rejection near $107,100 on May 19, signaling that the bears are unlikely to give up without a fight. However, the long tail on the candlestick shows solid buying at lower levels. The short-term uncertainty has not deterred the long-term buyers from accumulating more Bitcoin. Strategy, formerly MicroStrategy, announced the purchase of 7,390 Bitcoin for an average price of about $103,500, taking its tot…
    ‘Before Bitcoin, my most successful investment was shorting the Bolivar’ — Ledn co-founder
    Before discovering Bitcoin (BTC), Ledn co-founder Mauricio di Bartolomeo found success shorting the Venezuelan Bolivar as it rapidly lost value against the stronger US dollar. Now, with the US dollar depreciating against Bitcoin, borrowing against Bitcoin instead of selling it has become a more viable strategy. “Prior to Bitcoin, my most successful investment was shorting the Bolivar with dollars,” di Bartolomeo told Cointelegraph in an exclusive interview at the Consensus conference in Toronto, Canada.  “I was borrowing Bolivars and buying dollars with them, holding the hard dollars and having a borrow [position] on the weaker currency,” he said. The arrival of Bitcoin-backed loans means investors can now effectively implement the same strategy by using a harder currency as collateral.  L…
    Ripple launches cross-border blockchain payments in UAE
    Ripple, the creator of cryptocurrency XRP (XRP), launched cross-border blockchain payments in the United Arab Emirates (UAE), a development that could spur the adoption of cryptocurrency in a country receptive to digital assets. Zand Bank, the UAE’s first all-digital bank, and Mamo, a fintech company that offers a digital payment platform for businesses, will be the principal users of the blockchain payments system, according to a May 19 Ripple announcement. Zand Bank and Mamo will use “Ripple Payments” to facilitate cross-border blockchain payments. Ripple Payments is a platform that combines stablecoins, cryptocurrency, and fiat to enable payments and quick settlement times, a feature of Web3 that cross-border traditional finance payment systems often lack. Ripple was licensed to offer…
    Bitcoin ignores Moody’s US debt downgrade, rallies back to $105K after profit-taking sell-off
    Key takeaways: Bitcoin recovered from its sharp sell-off from $107,000, suggesting it functions as a hedge against uncertainty for investors reacting to Moody’s recent downgrade of US debt. Moody’s downgraded the US credit rating to Aa1, citing a $36 trillion debt and rising deficits, causing market turbulence and a spike in US Treasury yields. Despite short-term pressure from macroeconomic shifts, Bitcoin’s long-term outlook remains bullish due to cautious shorting and a weakening US dollar. Bitcoin (BTC) price faced a sharp 4% correction during the Asian trading session on May 19, tumbling from an “important level” as noted by Glassnode. The data analytics platform indicated that Bitcoin’s surge stalled just below $106,600, a critical level where 31,000 BTC are held. This supply clus…
    Bitcoin bull market 'almost over?' Traders split over BTC price at $105K
    Key points: BTC price action retargets $105,000 after the Wall Street open, rising 2.5% from the day’s lows. Volatility continues, leading market participants to varying conclusions over what will happen to BTC/USD next. Perspectives include the Bitcoin bull market being in its final stages. Bitcoin (BTC) sought a rebound from a 4% dive at the May 19 Wall Street open as traders diverged on bull market strength. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView $106,000 becomes BTC price zone to watch Data from Cointelegraph Markets Pro and TradingView showed BTC/USD passing $104,500, up 2.5% from the day’s low. The pair had seen flash volatility around the weekly close, which although the highest ever recorded swiftly saw bulls lose control. Now, opinions differed about when, or …
    Why is Bitcoin price down today?
    Key takeaways: Bitcoin price fell 1.4% to $102,460 amid US economic concerns, with daily trading volume up 94%, indicating the return of sellers. Moody’s US credit downgrade to Aa1 and a class-action lawsuit against Strategy add to BTC’s headwinds. Bitcoin’s (BTC) price has dropped by over 1.4% over the last 24 hours to $102,460 as concerns over the health of the US economy sour investor sentiment. Its daily trading volume has jumped by 94% to $66.6 billion, suggesting that the sell-side activity is intensifying.  BTC/USD daily chart. Source: Cointelegraph/TradingView Macroeconomic uncertainty drives Bitcoin price down Moody’s downgrade of the US credit rating from Aaa to Aa1 on May 16, citing rising debt and deficits. This has heightened macroeconomic uncertainty, contributing to a dec…
    Who’s got the charm, cash and code to be a crypto hub?
    Kazakhstan, the Maldives and Pakistan have recently outlined ambitions to position themselves as crypto hubs and build out their digital economies. Historically, these countries haven’t been top of mind for global crypto firms — though Kazakhstan did have a brief moment in the spotlight as a go-to destination for Bitcoin (BTC) miners after China’s mining ban. Meanwhile, established financial centers are now in a race to become the world’s leading crypto hub by finding the right balance of regulation, talent, capital and infrastructure. Here’s how five of them are backing their crypto dreams. Singapore is the crypto hub with parental guidance Singapore has long stood out as a financial hub, bolstered by its AAA credit rating, low corporate tax rates and pro-business regulations. With the em…
    Community sales are the future of crypto fundraising
    Opinion by: Darius Moukhtarzadeh, Research Strategist at 21Shares A new wave of crypto fundraising is emerging, changing how Web3 projects launch and who can invest at an early stage: Community Sales. At first glance, community sales may seem reminiscent of the ICO (Initial Coin Offering) era from 2016–2017. Yet, they represent a significant evolution that better aligns with crypto's core values of democratization, transparency, and inclusivity. Projects should include community sales as a core element of their fundraising strategy, besides raising from angel investors and VCs. Professional investors should embrace community sales as they highly increase the chances of sustainable success of Web3 projects.  The ICO era The original ICO boom promised broad retail participation and democrati…
    Chinese printer maker spread Bitcoin stealing malware — Report
    Chinese printer manufacturer Procolored distributed Bitcoin-stealing malware alongside its official drivers, according to local media reports. Chinese news outlet Landian News reported on May 19 that Shenzhen-based printer company Procolored has been distributing Bitcoin-stealing (BTC) malware alongside official drivers. The company reportedly used USB drivers to distribute malware-ridden drivers and uploaded the compromised software to cloud storage for global download. A total of 9.3 BTC worth over $953,000 have been stolen, according to the report. Crypto tracking and compliance firm Slow Mist described how the malware operates in a May 19 X post: “The official driver provided by this printer carries a backdoor program. It will hijack the wallet address in the user’s clipboard and repla…
    Franklin taps blockchain to offer yield on idle payroll funds
    Franklin, a hybrid cash and crypto payroll provider, is launching a new initiative that aims to turn idle-sitting payroll into an opportunity for yield. The new solution, dubbed Payroll Treasury Yield, uses blockchain lending protocols to help firms earn returns on payroll funds that would otherwise sit idle, the company told Cointelegraph in an exclusive statement. Franklin said its new offering integrates Summer.fi, a decentralized finance (DeFi) lending platform, to allow companies to deposit stablecoin-denominated payroll reserves into smart contract-based lending pools. These funds are lent to vetted borrowers, and companies earn yields while retaining access to their capital. Companies maintain full custody throughout the process, and smart contracts used are audited to reduce risk. …
    Hoskinson promises audit, is ‘deeply hurt’ by $600M Cardano treasury claims
    The Cardano Foundation is preparing to release an audit report on its treasury holdings after fresh allegations surfaced claiming misappropriation of roughly $600 million worth of ADA tokens. Cardano founder Charles Hoskinson is facing renewed scrutiny from community members, including non-fungible token artist Masato Alexander, who alleged that Hoskinson manipulated the Cardano ledger using a “genesis key to rewrite it and take control” of $619 million worth of Cardano (ADA) during the network’s 2021 Allegra hard fork. Source: Masato Alexander Related: Nasdaq-listed GDC plans to buy Bitcoin and TRUMP memecoin for $300M A secondary, “Move Instantneous Rewards” transaction dated Oct. 24, 2021, shows a transfer of over 318 million ADA tokens, which enabled the funds to flow from reserve po…
    Strategy buys 7,390 BTC for $765M, gets hit with class-action lawsuit
    Strategy, formerly MicroStrategy, and the top corporate Bitcoin holder, acquired nearly $765 million of Bitcoin last week. The purchase comes as the company faces a class-action lawsuit. According to a May 19 announcement, Strategy acquired 7,390 BTC for about $764.9 million at an average price just under $103,500. Strategy reported a Bitcoin yield of 16.3% year-to-date. According to a May 19 filing with the US Securities and Exchange Commission (SEC) filing, the firm was also just hit with a class action lawsuit. The suit accuses Strategy officials of having failed to represent the nature of Bitcoin investments accurately. As of May 18, Strategy holds 576,230 BTC acquired for around $40.18 billion at an average price of $69,726 per coin. At current prices, the company’s total holdings are…
    XRP price risks falling to $2 after classic bearish chart pattern confirms
    Key takeaways: XRP could be headed lower to $2 following a breakdown of a classic head-and-shoulders pattern. Declining open interest in XRP futures signals weakening trader confidence. The XRP (XRP) price is flashing warning signs as a bearish technical pattern resolves on lower timeframes, coinciding with massive long liquidations and decreasing open interest. XRP H&S pattern hints at a 14% price drop XRP price action has formed a head-and-shoulders (H&S) pattern on its four-hour chart since May 9, projecting a likely down-move. The head-and-shoulders pattern is a bearish reversal pattern that can signal a change in trend. It consists of three peaks: a higher peak (head) and two lower peaks (shoulders).  It is resolved when the price breaks below the neckline (the line connecting the …
    Australian court ruling could lead to $640M in Bitcoin tax refunds
    A court decision in Australia could open the door to as much as $640 million in capital gains tax (CGT) refunds on Bitcoin transactions after a judge ruled that crypto should be treated as money rather than a taxable asset.  On May 19, the Australian Financial Review (AFR) reported that the decision arose within a criminal case involving federal police officer William Wheatley, who allegedly stole 81.6 Bitcoin (BTC) in 2019. At the time, the assets were worth roughly $492,000. At current market prices, the tokens are valued at more than $13 million. In the case, Judge Michael O’Connell of Victoria ruled that Bitcoin qualifies as a form of money rather than property, likening the digital asset to Australian dollars rather than to shares, gold or foreign currency. The interpretation could se…
    US crypto funds top $7.5B inflows in 2025 as investor appetite grows
    Crypto investment products in the United States have attracted over $7.5 billion worth of investment in 2025, with a fifth week of net positive inflows last week signaling growing investor demand for digital assets. US-based crypto investment products attracted $785 million worth of investment last week, pushing the year-to-date (YTD) total to over $7.5 billion, according to a May 19 report by digital asset manager CoinShares. The latest figure marks the fifth consecutive week of net positive flows, following nearly $7 billion in outflows during February and March. Weekly crypto asset flows, USD, million. Source: CoinShares The United States accounted for the bulk of inflows, with $681 million, followed by Germany at $86.3 million and Hong Kong at $24.4 million. Crypto flows by country.…
    Revolut eyes French license and $1.1B expansion amid EU growth
    Revolut, a European neobank with crypto support, plans to invest more than 1 billion euro ($1.1 billion) in France and apply for a local banking license. According to a May 19 Fortune report, Revolut representatives announced the initiative during the Choose France business summit hosted by President Emmanuel Macron in Paris. The London-based neobank also plans to set up its new European Union-serving headquarters in Paris, promising to invest 1 billion euro and hire at least 200 people within three years. Revolut spokespeople also said that the firm is in the process of submitting an application to the French banking regulator Prudential Supervision and Resolution Authority. According to an anonymous source cited by Fortune, the regulator has been pushing the neobank to get a license to i…
    Dubai regulator sets compliance deadline for updated crypto rules
    Dubai’s crypto regulator has given licensed digital asset companies until June 19 to comply with its updated activity-based Rulebooks to enhance market integrity and risk oversight.  On May 19, Dubai’s Virtual Assets Regulatory Authority (VARA) announced that it had released Version 2.0 of the Rulebooks.  The regulator said it had strengthened controls around margin trading and token distribution services, harmonised compliance requirements across all licensed activities and given clearer definitions for collateral wallet arrangements.  VARA’s team will engage with licensed entities and expects the companies to comply with the updated rules after a 30-day transition period. “In line with global regulatory best practices, a 30-day transition period has been granted to all impacted virtual a…
    Tether surpasses Germany’s $111B of US Treasury holdings
    Tether, the $151 billion stablecoin issuance giant, has surpassed Germany in United States Treasury bill holdings, showcasing the benefits of a diversified reserve strategy that has helped the firm navigate the volatility of the cryptocurrency market. Tether, the issuer of the world’s largest stablecoin, USDt (USDT), has surpassed Germany’s $111.4 billion worth of US Treasurys, data from the US Department of the Treasury shows. Foreign countries by US Treasury holdings. Source: Ticdata.treasury.gov Tether has surpassed $120 billion worth of Treasury bills, the firm shared in its attestation report for the first quarter of 2025. That makes Tether the 19th largest entity among all counties in terms of T-bill investments. “This milestone not only reinforces the company’s conservative reserve …
    $107K fakeout or new all-time highs? 5 things to know in Bitcoin this week
    Bitcoin (BTC) starts a new week with a long-awaited breakout from a narrow trading range around $103,000.  BTC price action grabs liquidity before reversing to its starting position, liquidating many an emotional trader on the way. A fakeout or a taste of things to come? The May 18  daily and weekly close nonetheless became Bitcoin’s highest ever. US trade deals remain high on the list of macro volatility triggers for risk asset traders this week. Crypto’s correlation with stocks paints a mixed picture, adding to uncertainty over how macro developments will influence Bitcoin and altcoins going forward. Bitcoin exchange volume delta becomes a key ingredient in assessing the staying power of BTC price breakouts, per analysis from CryptoQuant.   A liquidity grab for the ages Bitcoin pri…
    Crypto drainers as a service: What you need to know
    What is a crypto drainer? A crypto drainer is a malicious script designed to steal cryptocurrency from your wallet. Unlike regular phishing attacks that try to capture login credentials, a crypto drainer tricks you into connecting your wallets, such as MetaMask or Phantom, and unknowingly authorizing transactions that grant them access to your funds. Disguised as a legitimate Web3 project, a crypto drainer is usually promoted via compromised social media accounts or Discord groups. Once you fall prey to the fraud, the drainer can instantly transfer assets from the wallet. Crypto drainers may take various forms: Malicious smart contracts that initiate unauthorized transfers. Fake NFTs or token systems that create deceptive exchanges or assets. Cry…
    Apple KYC glitch on Bybit draws swift executive response to recover $100K
    Cryptocurrency exchange Bybit said it had involved team members, including an executive, to fix a glitch that affected a single user who could not go through an Apple-based know-your-client (KYC) system. In a May 18 X post, the Bybit China Team said it received reports about users experiencing withdrawal restrictions on the Bybit platform due to a KYC verification anomaly when logging in with an Apple ID. The team claimed to have immediately responded and taken action involving multiple departments, including the firm’s chief operating officer, Helen Liu. Other people involved in the operation were the heads of customer service, risk control, the Chinese-language division, product managers and the technical team. The exchange coordinated its actions with the user. After an internal investi…
    Bitcoin bulls should 'be careful with longs' as BTC price risks $100K breakdown
    Key takeaways: Bitcoin dropped over 4.5% on May 19, confirming a bearish divergence and threatening a break below $100,000. Analysts highlight $97,000–$98,500 as key support that the bulls must hold. A potential inverse head-and-shoulders pattern points to a retest of $91,000 before any bullish continuation. Bitcoin (BTC) is down over 4.5% from its intraday high on May 19, falling to around $102,000 in its worst daily drop in over a month. BTC/USD daily price chart. Source: TradingView BTC’s drop accompanied downside moves elsewhere in the risk market, prompted by Moody’s latest downgrade of the US government due to a rising budget deficit and the lack of a credible fiscal consolidation plan. The decline confirms a bearish divergence and, combined with other technical factors, raises …
    Vitalik Buterin proposes partially stateless nodes for Ethereum scaling
    Ethereum co-founder Vitalik Buterin unveiled a proposal to preserve trustless, censorship-resistant access to Ethereum, even as the network scales.  On May 19, Buterin shared a post outlining how to make Ethereum’s layer-1 scaling “more friendly” to users running local nodes for personal use. The Ethereum co-founder highlighted the importance of independent users running nodes, saying that a market dominated by a few Remote Procedure Call (RPC) providers risks censorship.  RPC providers let wallets, users and apps interact with the blockchain without running their own nodes. Crypto wallets are usually connected to an RPC provider behind the scenes. Buterin said there are risks to this setup.  “A market structure dominated by a few RPC providers is one that will face strong pressure to depl…
    How to read a Bitcoin liquidation map (without getting liquidated)
    Understanding a Bitcoin liquidation map is imperative in dealing with the inherent volatility of the crypto market. The visual tool showcases probable liquidation levels, indicating where large orders may cause cascading price changes.  This post explores how to interpret a Bitcoin liquidation map, allowing you to trade smarter in the volatile world of cryptocurrency. What is liquidation in crypto trading? In cryptocurrency trading, liquidation happens when an exchange forcefully closes a trader's leveraged position due to insufficient margin to pay losses. This usually occurs when the market moves sharply against the position.  Long liquidations occur when prices fall, affecting traders who bet on an uptrend. Short liquidations happen when prices unexpectedly rise, impacting those who bet…
    Metaplanet scoops 1,004 Bitcoin in 2nd-biggest buy ever
    Japanese investment firm Metaplanet has made its second-largest single Bitcoin purchase ever, scooping up more than 1,000 Bitcoin as the cryptocurrency came within 3% of its all-time high. Metaplanet said on May 19 that it purchased 1,004 Bitcoin (BTC) for a total cost of around 15.2 billion yen ($104.6 million), bringing its total holdings to 7,800 Bitcoin worth around $807 million at current market prices. It is the second-largest purchase the firm has made following its buy of 1,241 BTC for $129 million on May 12 in a move that pushed its Bitcoin holdings above that of El Salvador. Metaplanet has the largest Bitcoin holdings of a public company in Asia and has the tenth largest holdings among public firms globally, according to BiTBO data. The firm reported a first-quarter BTC Yield of …
    Coinbase hit with wave of lawsuits over customer data breaches
    Coinbase has been hit with a flood of lawsuits after it recently disclosed its user data was breached, with users accusing the crypto exchange of mishandling the incident. At least six lawsuits were filed against Coinbase between May 15 and May 16, which all made various claims that the exchange failed to keep stringent security protocols to protect user data and handled the data breach aftermath poorly. In one of the lawsuits, filed in a New York federal court on May 16, plaintiff Paul Bender argued that Coinbase failed to protect the sensitive personal information of millions of users during the data breach.  Users are suing Coinbase, alleging the exchange failed to protect their sensitive data. Source: PACER Coinbase reported on May 15 that four days earlier it had been hit with a $20 m…
    ‘Sats’ vs ‘bits’ debate reignites amid proposal to change Bitcoin base unit
    A recent proposal that aims to change Bitcoin’s base unit to make it easier to understand as a payment tool has run into opposition, with critics saying Bitcoin’s satoshis are no more confusing than the dollar’s cents. Bitcoin developer John Carvalho introduced Bitcoin Improvement Proposal-177 on April 23, which seeks to eliminate the concept of satoshis, of which there are 100,000,000 in 1 Bitcoin (BTC), and effectively split Bitcoin’s fixed supply of 21 million into 21 quadrillion units. It follows a 2017 proposal from Bitcoin developer Jimmy Song to create “bits,” representing one-millionth of 1 Bitcoin. However, Carvalho said Song’s approach would still require Bitcoin users to think about decimals and “shifts complexity rather than eliminating it.” Block Inc. CEO Jack Dorsey is among…
    Coinbase faces lawsuit over alleged breaches of Illinois biometric privacy law
    A group of Coinbase users from Illinois have filed a class-action lawsuit against the crypto exchange, alleging that its identity checks violate the state’s Biometric Information Privacy Act (BIPA). Plaintiffs Scott Bernstein, Gina Greeder and James Lonergan claimed in the May 13 lawsuit filed in a federal court that Coinbase’s “wholesale collection” of faceprints for its Know Your Customer requirements violates BIPA, as they weren’t notified. The group claimed Coinbase failed to notify users in writing of the collection, storage, or sharing of their biometric data and the purpose and retention schedule for their data. “Coinbase does not publicly provide a retention schedule or guidelines for permanently destroying Plaintiffs’ biometric identifiers as specified by BIPA,” they alleged.  The…
    Bitcoin notches record weekly close after highest-ever daily close candle
    Bitcoin has notched its highest-ever weekly close as crypto market momentum continues and the cryptocurrency is again nearing its all-time high. Bitcoin (BTC) has closed at a weekly gain for the past six weeks in a row, and its most recent close at midnight UTC on May 18 was its highest weekly close ever at just below $106,500, according to TradingView. Its last highest weekly close was in December when it reached $104,400. It later went on to reach an all-time high of $109,358 on Jan. 20, according to TradingView.  Bitcoin is now less than 3% away from its peak price and has gained 2% over the past 24 hours to trade around $104,730 at the time of writing. Bitcoin also posted its highest-ever close in a 24-hour period on May 18. However, this is not the largest daily gain Bitcoin has made.…
    Australian feds seize mansion, Bitcoin allegedly linked to crypto exchange hack
    An Australian man from the state of Queensland has forfeited Bitcoin, a waterfront mansion and a Mercedes-Benz car after Australian Federal Police claimed the assets could be linked to the proceeds of crime. The AFP-led Criminal Assets Confiscation Taskforce (CACT) said in a May 18 statement that it seized nearly 25 Bitcoin (BTC), alongside the mansion and car, which are together worth a total of 4.5 million Australian dollars ($2.88 million). The AFP said its investigation began in September 2018 after law enforcement in Luxembourg shared information about suspicious Bitcoin transactions that the agency claimed were connected to the Queensland man, who was previously convicted of hacking a US gaming company. A waterfront mansion in Queensland was confiscated under the allegation that it's…
    Russia arrests Blum co-founder Vladimir Smerkis on fraud charges
    Vladimir Smerkis, a co-founder of the Telegram-based crypto project Blum, has reportedly been arrested in Moscow, Russia, on fraud allegations, amid Blum confirming he is no longer affiliated with the project. The Zamoskvoretsky District Court of Moscow approved a request from investigators to keep Smerkis in custody while he is being investigated, Russian state-owned news outlet TASS reported on May 18. Smerkis — who previously ran operations for Binance in Russia — is suspected of committing fraud on a “large scale,” pursuant to Article 159 of the Criminal Code of the Russian Federation, violations of which can result in imprisonment ranging from two to 12 years. It isn’t clear if charges have been filed against Smerkis. Russian news outlet Mash tied the fraud allegations against Smerkis…
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  • Open

    StraitsX Launches Its Singapore-Dollar Pegged Stablecoin, XSGD, on XRP Ledger
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  • Open

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    Nvidia provides Omniverse Blueprint for AI factory digital twins
    Nvidia today announced a significant expansion of the Nvidia Omniverse Blueprint for AI factory digital twins, now available as a preview.  ( 7 min )
    Nvidia charges ahead with humanoid robotics aided by the cloud
    Nvidia said it is racing ahead with humanoid robotics technology, providing more Blackwell systems to accelerate humanoid robot development.  ( 9 min )
  • Open

    Here’s The Local Pricing For The NVIDIA GeForce RTX 5060
    Here’s the compiled list of the NVIDIA GeForce RTX 5060 that we know are coming into Malaysia. As always, we’ll update the list with other brands that aren’t currently on the list as we get the information but in the mean time, below are the brands that have confirmed their SKUs with us. ASUS TUF […] The post Here’s The Local Pricing For The NVIDIA GeForce RTX 5060 appeared first on Lowyat.NET.  ( 15 min )
    ARM Teases Next-Generation Lumex CSS Chipset
    Earlier today, ARM gave the attending media a very brief taste on its next-generation Lumex CSS chipset, with a heavy emphasis on “brief”. By that, we mean that the semiconductor maker didn’t share a lot of details, save for the name of the CPU and GPU modules that shape the chipset. The CPU cores will […] The post ARM Teases Next-Generation Lumex CSS Chipset appeared first on Lowyat.NET.  ( 16 min )
    Neta Auto Malaysia Denies Parent Company Bankruptcy Claims
    Neta Auto Malaysia (Intro Synergy Sdn Bhd) has issued an official statement in response to recent social media allegations concerning the bankruptcy of its parent company, Hozon Auto. The company has denied these claims, and further explained that a bankruptcy application was filed by a creditor, Yuxing Advertising, over a debt dispute with the parent […] The post Neta Auto Malaysia Denies Parent Company Bankruptcy Claims appeared first on Lowyat.NET.  ( 15 min )
    Analyst: No AirPods Announcement Until AirPods Pro 3 In 2026
    If you are a fan of personal audio products made by Apple, and were looking forward to an AirPods-related announcement anytime soon, you may be a bit disappointed. Analyst Ming-Chi Kuo shared on X, previously Twitter, his own prediction of what sort of announcements the fruit company has in schedule. And it looks like there’s […] The post Analyst: No AirPods Announcement Until AirPods Pro 3 In 2026 appeared first on Lowyat.NET.  ( 15 min )
    China Is Building An AI Supercomputer In Space
    China has successfully launched the first 12 satellites for its planned orbital supercomputer network project. The satellites were created by ADA Space and form what the company calls the “Three-Body Computing Constellation”, which is part of a wider program. The program, known as “Star Compute”, is a collaboration with Zhejiang Lab that aims to create […] The post China Is Building An AI Supercomputer In Space appeared first on Lowyat.NET.  ( 15 min )
    Qualcomm Confirms Snapdragon Summit 2025 Dates
    Qualcomm has officially announced the dates for its annual Snapdragon Summit for this year. Speaking during its Computex 2025 keynote today, company president and CEO Cristiano Amon confirmed that this year’s event will take place from 23 to 25 September, once again in Hawaii. Amon also revealed that Qualcomm will unveil its next Snapdragon X […] The post Qualcomm Confirms Snapdragon Summit 2025 Dates appeared first on Lowyat.NET.  ( 15 min )
    Road Closures, Diversions In Klang Valley Scheduled For ASEAN Summit 2025
    There will be major road closures across Klang Valley in conjunction with the ASEAN Summit 2025, which is set to occur on 26 and 27 May. A total of six major highways and 25 main roads will be closed in stages from 23 to 28 May. The Bukit Aman Traffic Investigation and Enforcement Department (JSPT) […] The post Road Closures, Diversions In Klang Valley Scheduled For ASEAN Summit 2025 appeared first on Lowyat.NET.  ( 18 min )
    Qualcomm Announces Development Of Data Centre Chips
    During his keynote at Computex 2025 in Taipei today, Qualcomm president and CEO Cristiano Amon announced that the company will re-enter the data centre market with the development of its own specialised CPU chips. The new processor will incorporate technology from NVIDIA, enabling tight integration with the latter’s AI chips. NVIDIA’s graphics processing units (GPUs) […] The post Qualcomm Announces Development Of Data Centre Chips appeared first on Lowyat.NET.  ( 15 min )
    Mazda Introduces The Sports Edition Of The EZ-6
    Mazda revealed a sportier edition of the EZ-6 in China. This Sports Edition is a model produced with its joint venture Changan. The saloon was developed with the input that was gathered from the company’s team in Japan, China and Europe. So what does the Sports Edition of the Mazda EZ-6 offer? Well, as for […] The post Mazda Introduces The Sports Edition Of The EZ-6 appeared first on Lowyat.NET.  ( 17 min )
    realme GT 7, GT 7T Listed By Local Retailer Ahead Of Global Launch
    realme will be launching more affordable models of the GT 7 lineup this month, following the release of the Pro model. The brand will have a global debut for both the vanilla GT 7 and 7T on 27 May 2025, but it is unclear when exactly it will be landing in Malaysia. While the company […] The post realme GT 7, GT 7T Listed By Local Retailer Ahead Of Global Launch appeared first on Lowyat.NET.  ( 16 min )
    Samsung Galaxy Z Fold7, G Fold May Feature Titanium Backplate
    A report from The Elec has emerged, claiming that Samsung will be equipping its upcoming Galaxy Z Fold7 and Galaxy G Fold with titanium back plates. The latter phone is slated to be the brand’s first tri-fold model. As per the report, Samsung will be using titanium for the Galaxy Z Fold7 and G Fold […] The post Samsung Galaxy Z Fold7, G Fold May Feature Titanium Backplate appeared first on Lowyat.NET.  ( 16 min )
    JPJ Halts Conversion Of Foreign Driving Licence
    The Road Transport Department (JPJ) will stop taking applications for converting foreign driving licence to Malaysian licence from today onwards (19 May 2025). This was confirmed by the JPJ Director-General Datuk Aedy Fadly Ramli through a press statement. Moving forward, foreigners are required to go through the same process as Malaysians to acquire a driving […] The post JPJ Halts Conversion Of Foreign Driving Licence appeared first on Lowyat.NET.  ( 16 min )
    CUKTECH Launches Three New Power Banks From RM179
    CUKTECH is expanding its product line in Malaysia with the addition of three new power banks. The company, which is named after the Cuk DC-to-DC conversion circuit, claims to leverage over a decade of expertise and its close ties with Xiaomi to offer high-performing products for an affordable price. The first of the lineup is […] The post CUKTECH Launches Three New Power Banks From RM179 appeared first on Lowyat.NET.  ( 16 min )
    NVIDIA GeForce RTX 5060 Now Available For Desktop And Laptops
    Per its promise, NVIDIA has officially launched the GeForce RTX 5060, the base model and new entry-level GPU of the current Blackwell architecture. More to the point, it’s arriving for both desktop PCs and laptops. As a quick primer, the RTX 5060 is based on the 5nm GB206 GPU, made using TSMC’s 4N process node, […] The post NVIDIA GeForce RTX 5060 Now Available For Desktop And Laptops appeared first on Lowyat.NET.  ( 16 min )
    Nintendo Switch 2 Can Help You Find Lost Joy-Con Controllers
    If TV remotes can slip through the gaps of a sofa, then it’s probably no surprise that the Joy-Con controllers for the Nintendo Switch can. And the Switch 2 may be able to help you with its new Joy-Con controllers in a similar way as the first handheld console hybrid, but with one major improvement. […] The post Nintendo Switch 2 Can Help You Find Lost Joy-Con Controllers appeared first on Lowyat.NET.  ( 15 min )
    Infinix XPAD GT To Be Unveiled In Malaysia On 21 May
    Infinix is set to launch its next entry-level gaming smartphone, the GT 30 Pro, later this week and alongside it, the brand has confirmed that it will unveil its first gaming tablet, the XPAD GT. The tablet has yet to be officially released anywhere, so its arrival on 21 May 2025 is its global debut. […] The post Infinix XPAD GT To Be Unveiled In Malaysia On 21 May appeared first on Lowyat.NET.  ( 15 min )
    Nothing Confirms Making Its Own Over-Ear Headphones
    Earlier in the year, Nothing teased the possibility that it was working on its first over-ear headphones, by giving an official-sounding name to a fan design. Over the weekend, the brand posted a video on YouTube confirming that it is in fact working on such an audio product. The video itself is a discussion of […] The post Nothing Confirms Making Its Own Over-Ear Headphones appeared first on Lowyat.NET.  ( 16 min )
    Samsung Galaxy S25 FE May Have 8MP Telephoto Camera
    Samsung is reportedly working on its Galaxy S25 FE, with some of its alleged specs having already been leaked, such as the chipset it may come equipped with. Now, Dutch news site Galaxy Club claims that the phone may sport an 8MP telephoto lens, as per a machine translation of their report. According to the […] The post Samsung Galaxy S25 FE May Have 8MP Telephoto Camera appeared first on Lowyat.NET.  ( 16 min )
    Malaysia Airlines, AirAsia Update Name Rules For Bookings
    Malaysia Airlines and AirAsia have updated their respective name entry guidelines for flight bookings. These changes seem to be better accommodate Southeast Asian passengers whose names do not confirm to conventional Western naming conventions, clearing up any confusion. The national airline splits names into “First & Middle Name” and “Last name/Surname”, while the AirAsia uses […] The post Malaysia Airlines, AirAsia Update Name Rules For Bookings appeared first on Lowyat.NET.  ( 16 min )
    Apple iPhone 17 Air To Get 2,800mAh Battery, Says Leak
    Apple is expected to release its iPhone 17 series later this year, which includes the reportedly ultra-thin iPhone 17 Air. As with a lot of highly anticipated phones, rumours and leaks keep surfacing, with the most recent one concerning the device’s battery capacity and weight. According to a post on Naver, the iPhone 17 Air […] The post Apple iPhone 17 Air To Get 2,800mAh Battery, Says Leak appeared first on Lowyat.NET.  ( 16 min )
    Tesla Tests Right-Hand Drive FSD In Melbourne
    When it comes to autonomous driving, there is one automaker that comes to the mind of many; Tesla. Recently, the company demonstrated its Full Self-Driving (FSD) driving assistance on its Twitter page. Moreover, the driving assistance that was shown was suited for right-hand drive vehicles. In the video, a person is seen in the driver’s […] The post Tesla Tests Right-Hand Drive FSD In Melbourne appeared first on Lowyat.NET.  ( 16 min )
    Police Warns Of Fake Ad With PDRM, CCID Logos On Facebook
    The Royal Malaysia Police (PDRM) has issued a public warning over a fraudulent advertisement circulating on Facebook, which falsely claims to offer services to recover money lost to scams. The ad misleadingly features the PDRM logo and names the Commercial Crime Investigation Department (CCID), giving the impression of official endorsement. In a statement released yesterday, […] The post Police Warns Of Fake Ad With PDRM, CCID Logos On Facebook appeared first on Lowyat.NET.  ( 15 min )
    Fahmi: MCMC To Probe Disparities In 4G Coverage Among Telcos
    The Malaysian Communications and Multimedia Commission (MCMC) will investigate inconsistencies in 4G coverage across different regions and telecommunications providers, according to Communications Minister Datuk Fahmi Fadzil. Speaking at the World Telecommunication and Information Society Day 2025 celebration, he revealed that while Malaysia has reached 98.7% 4G coverage in populated areas (COPA) nationwide, discrepancies remain evident […] The post Fahmi: MCMC To Probe Disparities In 4G Coverage Among Telcos appeared first on Lowyat.NET.  ( 16 min )
  • Open

    AI can do a better job of persuading people than we do
    Millions of people argue with each other online every day, but remarkably few of them change someone’s mind. New research suggests that large language models (LLMs) might do a better job. The finding suggests that AI could become a powerful tool for persuading people, for better or worse.   A multi-university team of researchers found that…  ( 21 min )
    The real impact of AI on your organization
    AI technologies are reshaping work, but not all workflows or roles will be equally transformed. Discover how AI is changing the way we work, given the technical capabilities and limitations of today’s systems. Through real-world use cases and strategic insights, this session equips business leaders with the knowledge to prioritize investments and identify the technologies…  ( 19 min )
    AI strategies from the front lines
    AI’s potential to transform business is undeniable, but realizing tangible value remains a challenge. This session explores where AI is driving the greatest returns today, how to set and manage realistic expectations, and approaches to overcome cultural and operational inertia. Attendees will gain practical guidance and actionable insights to inform their AI strategies and guide…  ( 18 min )
    The Download: chaos at OpenAI, and the spa heated by bitcoin mining
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Inside the story that enraged OpenAI —Niall Firth, executive editor, MIT Technology Review In 2019, Karen Hao, a senior reporter with MIT Technology Review, pitched me a story about a then little-known company,…  ( 21 min )
    Can crowdsourced fact-checking curb misinformation on social media?
    In a 2019 speech at Georgetown University, Mark Zuckerberg famously declared that he didn’t want Facebook to be an “arbiter of truth.” And yet, in the years since, his company, Meta, has used several methods to moderate content and identify misleading posts across its social media apps, which include Facebook, Instagram, and Threads. These methods…  ( 22 min )
    Inside the story that enraged OpenAI
    In 2019, Karen Hao, a senior reporter with MIT Technology Review, pitched me on writing a story about a then little-known company, OpenAI. It was her biggest assignment to date. Hao’s feat of reporting took a series of twists and turns over the coming months, eventually revealing how OpenAI’s ambition had taken it far afield…  ( 42 min )
  • Open

    How Cybercriminals Crack Your Passwords (And How to Stay One Step Ahead)
    Passwords are the keys to your digital life  –  email, bank accounts, social media, and even your workplace systems. Unfortunately, they’re also one of the weakest links in cybersecurity. Every year, billions of credentials are stolen and sold on th...  ( 7 min )

  • Open

    How To Connect a Squarespace Domain to a Website Hosted on GitHub Pages
    If you’ve built a portfolio or project site hosted on GitHub Pages and want to use a custom domain you purchased through Squarespace, you're in luck; this is absolutely doable and takes just a few steps. This post will walk you through how to point your Squarespace-purchased domain to your GitHub Pages site, whether you're hosting on a user site (yourusername.github.io) or a project site (yourusername.github.io/your-project). Before we begin, you should have: A working site hosted on GitHub Pages A custom domain purchased via Squarespace (not a Squarespace-hosted website) Access to GitHub and Squarespace admin panels You'll need your GitHub Pages URL, which will look like one of these: For user or organization pages: https://yourusername.github.io/ For project pages: https://yourusernam…  ( 4 min )
    Unveiling the WxWindows Library Licence: A Comprehensive Analysis of Open Source Fair Code Licensing
    Abstract This post provides a detailed exploration of the WxWindows Library Licence—a unique open source and fair code licensing model focused on protecting developers and balancing innovation with commercial use. We delve into its history, core concepts (including dual licensing and fair code mechanisms), practical applications, challenges, and future prospects. By integrating insights from industry-standard resources such as OSI Licenses and discussions on Hacker News as well as additional perspectives from Dev.to articles, this post offers a holistic view. Keywords such as WxWindows Library Licence summary, open source license WxWindows, WxWindows License vs OCTL, dual licensing WxWindows, and fair code WxWindows are naturally integrated within the analysis. The evolution of software …  ( 9 min )
    Premiers pas avec crontab sur Linux
    Automatisez (vraiment) vos tâches récurrentes Pourquoi s’intéresser à crontab ? Que vous mainteniez un serveur, envoyiez des rapports par e‑mail ou exécutiez des sauvegardes nocturnes, crontab est le planificateur de tâches natif des systèmes Unix / Linux. Il déclenche automatiquement scripts et commandes selon un calendrier que vous définissez, sans intervention manuelle. Atouts majeurs : Automatisation des routines (sauvegardes, mises à jour, nettoyage) Gain de temps : fin des lancements manuels Fiabilité : le démon cron veille, même si vous oubliez Séparation claire des tâches utilisateur et système Crontab : la syntaxe en un clin d’œil MIN HEURE DOM MOIS DOW COMMANDE Champ Valeurs Signification MIN 0‑59 Minute d’exécution HEURE 0‑23 Heure (format 24 h) DOM 1‑31 Jo…  ( 4 min )
    [] & () for variables in Python `for` statement
    Buy Me a Coffee☕ My post explains [] and () for variables in variable assignment. My post explains variable assignment. My post explains iterable unpacking in variable assignment. My post explains * for iterable unpacking in variable assignment. You can use zero or more [] and () for one or more variables in a for statement as shown below: mylist = [[[3]], [[5]], [[7]]] for v1 in mylist: print(v1) # [[3]] # [[5]] # [[7]] for [v1] in mylist: print(v1) # [3] # [5] # [7] for [[v1]] in mylist: print(v1) # 3 # 5 # 7 mytuple = (((3,),), ((5,),), ((7,),),) for v1 in mytuple: print(v1) for (v1) in mytuple: print(v1) # ((3,),) # ((5,),) # ((7,),) for (v1,) in mytuple: print(v1) # (3,) # (5,) # (7,) for ((v1,),) in mytuple: p…  ( 6 min )
    Mise à l'échelle et équilibrage de la charge de votre architecture
    Présentation de l'atelier Au cours de cet atelier, vous allez utiliser Elastic Load Balancing (ELB) et Amazon EC2 Auto Scaling pour assurer l'équilibrage de charge et la mise à l'échelle automatique de votre infrastructure. ELB répartit automatiquement le trafic d'application entrant entre plusieurs instances Amazon Elastic Compute Cloud (Amazon EC2). ELB fournit la capacité d'équilibrage de charge nécessaire à l'acheminement du trafic d'application pour vous permettre de conférer à vos applications une plus grande tolérance aux pannes. Auto Scaling vous permet de maintenir la disponibilité de vos applications et vous donne la possibilité d'augmenter ou de diminuer automatiquement votre capacité Amazon EC2 selon les conditions que vous définissez. Vous pouvez utiliser Auto Scaling pour vou…  ( 11 min )
    How to Convert EPS to PNG: A Developer’s Guide
    EPS vs PNG: What’s the Difference? EPS (Encapsulated PostScript) is a vector file format used mainly for print workflows and high-quality graphics. It retains shape, curve, and scaling data—great for logos and illustrations. PNG (Portable Network Graphics) is a raster format ideal for digital content. It supports transparency and lossless compression, making it perfect for websites, apps, and UIs. So why convert? Because: Browsers don’t support EPS natively PNG is lighter and easier to preview You might need thumbnails or web-friendly versions of design assets Python makes this easy using the wand library (a wrapper for ImageMagick): bash with Image(filename='logo.eps', resolution=300) as img: ImageMagick is a powerful command-line tool that supports EPS to PNG conversion out of the box: bash bash If you're building a web app or serverless function and don’t want to install heavy dependencies, consider these APIs: Cloudinary: Offers format transformation pipelines CloudConvert: Easy-to-use REST API ConvertAPI: Handles over 200 file types including EPS Here’s a sample request using CloudConvert: bash https://api.cloudconvert.com/v2/jobs \ Web apps that allow users to upload and preview logos or designs Automated pipelines for asset generation or optimization CMS tools that generate thumbnails or social previews from design files Whether you're writing a backend service or automating a design workflow, converting EPS to PNG is a straightforward but essential task. For local scripts, go with Python or ImageMagick. For cloud scalability, plug into an API. Got a preferred method or tip for EPS to PNG? Drop it in the comments or share it on GitHub.  ( 4 min )
    Beyond Promises
    Automation promises simplicity—tasks repeated flawlessly, outcomes consistently predictable, and infrastructure harmoniously stable. At the heart of these captivating promises lies idempotency , an elegant idea proclaiming that no matter how many times we run an operation, the result remains steadfastly unchanged. Yet, the shimmering promise of automation's reliability seldom matches reality. In the messy arenas of operational infrastructure, idempotency frequently escapes our grasp. Like a distant horizon, it coaxes and compels—but rarely feels fully attained. Why does the concept of reliable idempotency struggle when translated from whiteboards to production realities? The culprit is the capricious, ever-changing landscape of real-world infrastructure management. Consider a familiar scen…  ( 6 min )
    Unveiling the Ricoh Source Code Public License: A Holistic Look at Fair Code and Future Innovations
    Abstract: This post offers an in-depth exploration of the Ricoh Source Code Public License (RSCL). We delve into its history, fair code principles, core features, applications, challenges, and future outlook. By comparing RSCL to other popular open source licenses such as the MIT License and GNU GPL, and by examining practical use cases and potential pitfalls, this article serves as a comprehensive guide for developers, legal experts, and technology enthusiasts interested in sustainable open source practices. The open source ecosystem has long been shaped by debates surrounding fairness, sustainability, and developer compensation. The Ricoh Source Code Public License (RSCL) emerges as a unique solution addressing these issues by combining the ideals of open collaboration with fair code pr…  ( 9 min )
    Building a MIPS Emulator (Part 1): Loading and Reading Raw Binary
    "I didn’t know how anything would work when I started—just had a vague sense I’d figure it out along the way." I wanted to understand how computers really work—beyond just writing high-level code. I needed to deepen my knowledge and prove to myself that these low-level systems aren’t inherently difficult; you just need the right concepts. So, I decided to build a MIPS emulator. I broke it down into three parts: Loading the binary code from a MIPS program Decoding the binary instructions Executing them At first, I didn’t even know how to load a file, let alone parse instructions. So that’s where I began. We need a binary file that contains MIPS instructions in raw binary format. There are other formats like ELF, but I chose to keep it simple with a .bin file. Fun fact: I didn’t know until r…  ( 4 min )
    What If Your Process Management Is Quietly Killing Your Productivity?
    Introduction: The BPM Paradox Business Process Management (BPM) is designed to improve efficiency, streamline operations, and boost performance. In theory, it helps automate workflows, align teams, and bring structure to everyday tasks. But in reality, many companies are still using outdated, rigid, and overly complex BPM systems. They believe they’re becoming more efficient… when in fact, they’re silently slowing themselves down. What if your BPM system—designed to drive performance—is actually blocking innovation and costing you time? Business Process Management (BPM) is a discipline focused on modeling, analyzing, automating, and continuously improving business processes. It involves defining every step in a process (e.g., invoice approvals, onboarding, leave requests), and turning th…  ( 5 min )
    How to make connections without this error?
    General Guide Create Project Directory inside terminal mkdir "Project name" cd "Project name" mkdir backend mkdir "subdirectory2" mkdir "subdirectory3" StackOverflow W3Schools Bootstrap EasyZoom Live Server Thunder Client Auto Rename Tag Navigate to: C:\xampp\mysql\backup Press Ctrl + X to cut the contents Navigate to: C:\xampp\mysql\data Press Ctrl + A to select all, then Ctrl + P to paste Target finish time: ~1h 25min class Person { public int id { get; set; } public double average { get; set; } public string name { get; set; } public DateTime date { get; set; } public Person(int id, double average, string name, DateTime date) { this.id = id; this.average = average; this.name = name; this.date = dat…  ( 6 min )
    [Boost]
    12 Timeless Books Every Programmer Should Read Soma ・ May 17 #programming #books #softwareengineering #systemdesign  ( 2 min )
    Unveiling Q Public License 1.0: Balancing Open Source and Fair Compensation
    Abstract This post provides a deep dive into the Q Public License 1.0, an innovative open source and fair code license. We cover its background, history, core features, applications, challenges, and future trends. Key concepts such as developer compensation, dual licensing, legal frameworks, and community governance are explored. With practical examples, comparative tables, and useful hyperlinks—including links to the original Q Public License 1.0 summary, MIT, and GPL resources—this article offers insights for technical experts, developers, and open source enthusiasts alike. Open source licensing is evolving with the challenges of maintaining fairness and providing sustainable compensation for developers. In recent times, the Q Public License 1.0 has emerged as a pioneering model that b…  ( 8 min )
    🚀 Faster Sites, Happier Users & 1 Month Free Hosting
    Hey 👋 This week’s newsletter is a little special - it’s brought to you by Kinsta, a long-time supporter of Unicorn Club and a name many of you will recognise. As a long-standing sponsor, they’ve championed quality WordPress hosting. This week, the team at Kinsta are diving into what makes their platform tick, and why it matters to anyone who wants fast, secure, and worry-free WordPress hosting. Enjoy 🦄 - Adam at Unicorn Club. Sponsored by Kinsta Supercharging WordPress with Kinsta Stop tolerating a website that actively pushes your potential customers away. Slow loading times and unresponsiveness create a poor first impression, leading to lost leads and missed sales opportunities every single day. Imagine a different scenario: a website that loads in the blink of an eye, providing a …  ( 4 min )
    🌍 [Project Collab Request] Finalization Help for AI Travel Website – TravelPlannerElite (React + Node + OpenAI)
    Hi devs 👋 I’m building TravelPlannerElite — a smart, AI-powered travel planner designed for students, professionals, and digital nomads. It suggests destinations based on budget, weather, user preferences, and safety, using OpenAI API for real-time, intelligent recommendations. 🎯 Project Vision Interactive filters AI-generated suggestions Integrated maps Mood-aware travel guidance 💻 Tech Stack React (TypeScript frontend) Node.js + Express (backend) OpenAI API (dynamic travel suggestions) OpenWeather & OpenCage APIs (location/weather data) HTML/CSS 🚧 Current Challenges Filter system needs refinement and backend integration Map and Discover pages are having routing/API connection issues Responsive UI has layout bugs on mobile screens Final deployment polish (Vercel/Netlify – open to options) 🙌 Looking For React/TypeScript mentors or reviewers Guidance on backend ↔ frontend data flow and map routing Help finalizing a smooth, responsive UI Collaborators to build and deploy a clean MVP Code reviewers or contributors for map + AI logic This project is part of my AI and software engineering journey, and I’d love feedback, advice, or hands-on collaboration — even short-term would be a huge boost 💡 Let’s collaborate on something impactful! 🚀 🔗 GitHub available on request or DM. ReactJS #OpenAI #NodeJS #WebDev #buildinpublic #AIProjects #CodeNewbie #frontendhelp #DevCommunity #projectcollab #TravelTech #studentdev  ( 3 min )
    🚨 [HELP WANTED] Debugging & Mentorship on VibeGPT Project (React + TypeScript + Ollama)
    Hey developers 👋 I’m working on VibeGPT, an AI-based assistant that adapts its generated responses and tone based on user career-related questions and inquiries. Built with React + TypeScript + Ollama, it aims to provide dynamic and helpful conversational support. 🧠 Goal 💻 Tech Stack React (TypeScript) Ollama (local LLM interface – Mistral) Node.js (basic backend logic) HTML + CSS (UI/UX) Planned: Real-time personalization, persistent storage, deployment ⚠️ Current Issues Initially built using Lovable.AI, now transitioning to manual coding Using mock data due to lack of real-time OpenAI/Ollama key usage in production Local issues with package-lock.json breaking dependencies in VS Code Ollama (Mistral) not integrating properly in local dev — stuck on mock flow Buggy AI response rendering & async flow in chat UI Need deployment-ready structure and smooth UX for hosting 🛠️ Looking for Help With Debugging & environment fixes (esp. package-lock.json, local Ollama use) UX improvements and smoother chat flow Mentorship or reviews on AI integration logic Collaborators to finalize & deploy the project professionally I’m happy to connect, credit contributors, and open-source the final version. Let’s build this together! 🔗 GitHub repo available via DM or reply. ReactJS #TypeScript #Ollama #buildinpublic #CodeNewbie #webdev #devhelp #projectcollab #frontenddev #AIChatbot #careertech  ( 3 min )
    Unveiling PostgreSQL License Variant: A Comprehensive Exploration of Open Source Fairness
    Abstract: This post provides an in-depth exploration of the PostgreSQL License Variant, a modern open source and fair code license that balances permission with developer fairness. We cover its background, core concepts, applications, challenges, and future outlook while incorporating additional semantically linked information. Using clear explanations, tables, bullet lists, and technical insights, we offer a comprehensive guide for developers and project managers interested in ethical and sustainable licensing models. For the original article review, see Unveiling PostgreSQL License Variant: A Comprehensive Summary, Exploration and Review. The PostgreSQL License Variant has attracted attention in the open source community for its innovative blend of permissiveness and fairness. It is des…  ( 8 min )
    From Zero to Git Hero: Hosting Your Own GitHub with Gitea on Linux
    The Dev Who Refused to Be Held Hostage It always starts the same. Then reality hits. Suddenly, you're being nudged toward premium pricing tiers, facing storage limits, or worrying about whether your private repo is actually private. And deep down, something tells you: I should own this. That was me. And if you're reading this, maybe that's you too. What if I told you that you could host your own lightweight, blazing-fast GitHub alternative… entirely for free… on your own server? In this guide, I'll walk you through installing Gitea, a modern and minimal Git service platform, on your own Linux box. You’ll never look at GitHub the same way again. Let’s take the power back. Gitea is an open source, self-hosted Git service. Think GitHub, but: Lightweight Super fast Written in Go Easy to insta…  ( 4 min )
    Why you should become a developer marketer (A cold invitation)
    Back then, there was just digital marketing. Then product marketing. We’d segment audiences, figure out what they need, fear, and want. We’d find where our product fits, then build campaigns to fish. Developer marketing isn’t so different. Except, once you identify this audience, you don’t fish. You sit with them. You learn their pain points. You plug into their workflow. You speak their language. And you earn the one thing that moves the needle: trust. I’ve written a lot about developer marketing. Most of it lives on The New Stack and Hackmamba. But I noticed something. Nearly every piece out there speaks to companies. They explain why developer marketing is worth investing in or how to structure a better strategy. Even the best ones focus on frameworks, not the people stepping into this …  ( 11 min )
    The pause after you ship
    You shipped clean code. Tests passed. That silence can feel empty. But it isn't. Here's what I learned from waiting. Read Day 138: The Silence Between Signals  ( 3 min )
    Streamlining Decentralized Infrastructure with the Contextum CLI
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    IMF Approves 7 Billion Climate Resilience Loan for Pakistan
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    A post by Ayush Jain  ( 3 min )
    In-Memory Advisor in Oracle 23ai
    The In-Memory Advisor in Oracle 23ai analyzes database workloads to estimate DB-Time for various In-Memory sizes. Additionally, it can recommend which objects should be placed in the In-Memory column store. To use this feature, you must leverage the DBMS_INMEMORY_ADVISE package. The procedure for running the In-Memory Advisor is similar to the Privilege Analysis feature. To generate advice regarding In-Memory optimization, you first need to start a task and let it analyze the database workload. Once sufficient analysis has been performed, you can stop the task and review the generated report. The following sections detail the steps to generate the report: Step 1: Enable Heat Map SQL> exec dbms_inmemory_advise.start_tracking(:task_id); ORA-20000: Heat map is not enabled. ORA-06512: at "…  ( 4 min )
    🚀 Building and Interacting with a StarkNet Contract using React and StarkNet.js
    🧠 Introduction As blockchain scalability becomes increasingly important, Layer 2 solutions are gaining momentum. Among them, StarkNet stands out due to its use of zero-knowledge proofs (ZK-STARKs) to enable scalable and secure computations. However, StarkNet development involves a unique stack — from Cairo smart contracts to frontend integration via StarkNet.js. In this article, you'll learn how to: Write a Cairo 1.0 smart contract with access control. Deploy it on the StarkNet testnet. Build a frontend using React. Connect it to wallets like Argent X or Braavos. Interact with the contract using StarkNet.js. Let’s start with a simple secure counter contract. Only the contract owner can increment the counter, while anyone can view it. #[starknet::interface] trait ICounterContract<TContra…  ( 5 min )
    Day 1 — The Start of Something Non-Negotiable
    Hi, I’m Mridul Bansal. I’m 18. A first-year student at Newton School of Technology, Pune — but this isn’t about college. This is about a choice I made a few weeks ago: to become one of the top 100 AI/ML minds on the planet in the next 3 years. And I’m documenting everything. Every hour, every line of code, every mental breakdown, every rebuild. This is Day 1 of that journey. But it didn’t start today. In March, I joined offline coaching for Full Stack + AI/ML because YouTube wasn’t enough for me. I’m someone who learns best when I’m all in — environment, people, mindset. So I customized my learning path: Full Stack (MERN) My mindset shifted fast. From just wanting to stay ahead in college → to dominating my batch → to aiming at global level skill. That’s how I landed here. What I Did This Week This past week was about setting foundations — mentally, technically, and emotionally. My Weekly System (Moving Forward) Execution Stack: React.js + MongoDB coming next _ Posting Plan- _ I won’t be posting every day. I’ll post here once a week — just to keep it real and show exactly what I’ve built or learned. No fluff. Just raw execution logs, week by week. Closing Thought- I’m not doing this blog for likes. I’m writing this so that when someone 2 years from now wants to know how I did it — they won’t just see the success, they’ll see the system. No motivation quotes. No branding tricks. Just one guy documenting his rebuild. Let’s build.  ( 4 min )
    Why You Should Finally Move to the Cloud: A Practical Perspective Inspired by Bajaj Finance
    As the Head of Engineering at Bacancy, I often speak with businesses that are hesitant about moving to the cloud. They understand the benefits but worry about the complexity. What if the migration disrupts operations? What if costs go out of control? What if the existing infrastructure is too rigid to support the transition? These are valid concerns. But when a company like Bajaj Finance successfully moves its core lending platform to the cloud, it sends a strong message. If they can do it, so can you. This shift was not just a technical upgrade. It was a clear business decision aimed at making their infrastructure more agile, secure, and ready for growth. Bajaj’s move demonstrates that even the most critical systems can run better in the cloud. And they are not alone. We’ve helped several…  ( 6 min )
    trustthe.dev – A UI Component That Signs Your Work
    “We version packages, sign commits, and write changelogs — but our UIs stay anonymous.” That didn’t sit right with me. So I built trustthe.dev — a minimal UI component that makes your frontend self-describing. The component adds a small, persistent version tag to your UI, revealing: Package version (from package.json) Git commit hash, author, and message Repo + build branch Tech stack humans.txt link Structured schema metadata (ld+json) for the developer It’s SSR-safe, fully customizable, and built with shadcn/ui principles. Install it via the official shadcn CLI: npx shadcn@latest add https://trustthe.dev/r/version.json Then drop the component into your layout. 👀 Why? This isn’t a marketing badge. → Read the trustthe.dev Manifesto If you're a developer who versions, documents, and stands behind their work — this might be for you. 🚀 Next Try it live → trustthe.dev Feedback, forks, and feature requests welcome ✓ Trust the developer.  ( 3 min )
    MCP Server in Java with a2ajava – The Swiss Knife for Agentic Applications
    Overview Let's build a lightweight Model Context Protocol (MCP) server in Java using the powerful and flexible a2ajava library. The a2ajava library is a "swiss knife" for building agentic applications in multiple languages such as Java and Kotlin, supporting multiple protocols. here ✅ Cross-protocol: Supports both MCP (Model Context Protocol) and Google A2A (Agent-to-Agent) ✅ Cross-platform: Runs on any OS with JVM support ✅ Cross-language: Compatible with clients built in JavaScript, Python, or even LLM agents like Claude and Google A2A client ✅ Flexible Implementation: Use Spring Boot, Quarkus, or pure Java/Kotlin Create a simple Java class to handle MCP requests. Here's a basic example: @Service @Log @Agent(groupName ="raiseTicket", groupDescription = "Create a ticket for customer")…  ( 4 min )
    docker-mailserver: Self-Hosted, Full-Featured Mail Solution with Docker
    Explore docker-mailserver, a production-ready, secure, and flexible mail server that runs in Docker. Perfect for privacy and control. Read More.  ( 3 min )
    OpenAI Amplifies Transparency: Regularly Publishing AI Safety Test Outcomes
    Discover how OpenAI enhances AI transparency by publishing frequent, detailed safety evaluations, addressing criticism and evolving its approach. Read More.  ( 3 min )
    Do you really know what yield return does?
    The use of yield return in C# has always been a bit of a mystery to me, but recently I’ve come to understand a bit better how it works and when it can be useful. Put simply, yield return allows you to generate values on demand as if they were part of a collection (IEnumerable), without having to manually create or populate a list. Items are returned one by one, only when needed, without storing them all in memory beforehand. Its main advantage lies in supporting lazy evaluation. Imagine you're working on a system that processes data from a large source (maybe a .csv file to be imported or even a .txt log file). In such cases, yield return can optimize memory usage, since it lets you load only one line at a time and begin processing immediately, without waiting to read the entire file. IEnu…  ( 6 min )
    Day-29 of Coding!
    100DaysofCode Day-29 Got introduced to Flexbox in The Odin Project and learned visually from the flexboxfroggy website. display: flex goes on the container, not items align-items (all) vs align-self (one) order changes the visual order without touching HTML (Still don't understand well) flex-direction, flex-wrap, justify-content, flex-flow, and align-content I'll learn more about Flexbox tomorrow!  ( 3 min )
    My first blog :)
    Dealing with OpenGL context and multiple threads Madhav Goyal ・ May 18 #cpp #gamedev #graphicsprogramming  ( 2 min )
    The FREE Cursor Alternative That Builds Entire Websites For You (1-Minute Setup)
    You don't need to spend money on Cursor anymore. Instead, here are three simple tools to create your own AI coding assistant one that can help you build full websites or mobile apps without writing a single line of code. First, download the VS Code app from their official site. It’s an open-source code editor developed by Microsoft, and it’s actually the same base software that Cursor is built upon. Next, inside VS Code, install the cline AI extension. This tool functions a lot like Cursor’s Agent Mode it’s an AI-powered coding assistant right inside your editor. Lastly, head over to Google's AI Studio and claim your free API key. This gives you access to Google’s newest AI models that can write and assist with your code. Paste your API key into cline, and that’s it you’ve essentially built your own AI coding tool. Give it a try and see how much it can help.  ( 3 min )
    🧾 Build a Custom QR Code Generator Using Python and Streamlit in Minutes!
    QR codes are everywhere — from restaurant menus to event passes. But what if you could make your own QR code generator with full control over colors and content? In this quick tutorial, I’ll show you how to build a fully functional QR Code Generator app using Python and Streamlit. It's beginner-friendly and runs in your browser! 🚀 What We’ll Build Here’s a sneak peek of what it will look like: 🧩 Step 1: Install the Dependencies pip install streamlit qrcode pillow 🧾 Step 2: The Code import streamlit as st import qrcode from PIL import Image from io import BytesIO st.title("🧾 QR Code Generator") data = st.text_input("Enter text or URL:") fill_color = st.color_picker("Pick QR color", "#000000") bg_color = st.color_picker("Pick background color", "#ffffff") if st.button("Generate QR Code") and data: qr = qrcode.QRCode(box_size=10, border=4) qr.add_data(data) qr.make(fit=True) img = qr.make_image(fill_color=fill_color, back_color=bg_color).convert("RGB") st.image(img) buffer = BytesIO() img.save(buffer, format="PNG") buffer.seek(0) st.download_button( label="Download QR Code", data=buffer, file_name="qr_code.png", mime="image/png" ) 🧪 Step 3: Run the App streamlit run qr_generator.py Then open the browser, and you’ll see your own live QR generator 🎉. Screenshots: 🔮 Bonus Ideas 🫶 Final Thoughts If you liked this, give it a ❤️ and follow me for more beginner-friendly Python + Streamlit projects. Have questions or want to collab? Drop a comment below 👇  ( 4 min )
    🚀 Boost Your WooCommerce Sales with Faker Review Lite (Yes, It’s That Simple)
    You're a dev. You built an awesome WooCommerce store. But no one's buying because... crickets. 🦗 No reviews. No trust. No sales. Here’s a smart shortcut: Faker Review Lite — a free, open-source plugin that injects life into your WooCommerce store by auto-generating realistic, randomized reviews. Auto-generates reviews with names, dates, text, and ratings Assigns reviews to all or selected products Clean uninstall (no DB junk) Lightweight and easy to hack People trust people — even people they don’t know. Reviews create a “this must be good” effect that increases: 🛒 Clicks / 💳 Conversions / 🔁 Return visits Use Faker Review Lite as a starter pack for trust — just until your real users start leaving real feedback. git clone https://github.com/oxyian-dev/faker-review-lite Upload the plugin to your /wp-content/plugins folder, activate it in WordPress Admin, tweak the settings, and boom — your product pages go from dead to dynamic. Don't use fake reviews forever. Use them to kickstart your store and replace them with authentic reviews ASAP. Transparency > Trickery. It’s open source, no bloat, and extensible. Want to generate reviews via CLI? Hook into WooCommerce filters? Fork it. Build on it. 🔗 GitHub → oxyian-dev/faker-review-lite Faker Review Lite helps you build trust on day one. It's not shady. It's smart psychology — with clean code behind it. Want a demo or deeper dive? Drop a comment 👇  ( 3 min )
    I've just started a new article series on software architecture in .NET! My goal is to explain how it works and, more importantly, why it matters. If you're new to concepts like Clean Architecture, DDD, or Onion Architecture—this series is made for you.
    Why Software Architecture Matters in Real .NET Projects (Part 1) Pouria Ghadiri ・ May 17 #dotnet #csharp #architecture #learning  ( 3 min )
    What is UX?
    User experience design (UX design, UXD, UED, or XD), upon which is the centralized requirements for "User Experience Design Research" (also known as UX Design Research), defines the experience a user would go through when interacting with a company, its services, and its products. User experience design is a user centered design approach because it considers the user's experience when using a product or platform. Research, data analysis, and test results drive design decisions in UX design rather than aesthetic preferences and opinions, for which is known as UX Design Research. Unlike user interface design, which focuses solely on the design of a computer interface, UX design encompasses all aspects of a user's perceived experience with a product or website, such as its usability, usefulness, desirability, brand perception, and overall performance. UX design is also an element of the customer experience (CX), and encompasses all design aspects and design stages that are around a customer's experience.  ( 3 min )
    Untitled
    Check out this Pen I made!  ( 2 min )
    Real-World UDP: How WebRTC and DNS Use the Fast but Unreliable Protocol
    🔙 Previously: Inside the UDP Protocol: Anatomy, Features, and “Non-Services” UDP may be lightweight and “unreliable” by design, but that hasn’t stopped developers from building powerful real-world systems on top of it. In this of the series, we’ll see how two critical technologies — WebRTC and DNS — successfully use UDP and turn its limitations into strengths. What is WebRTC? Why WebRTC uses UDP: But UDP alone isn’t enough — so WebRTC uses helper protocols: ICE (Interactive Connectivity Establishment): Tries multiple network paths and chooses the most efficient one. STUN (Session Traversal Utilities for NAT): Helps devices discover their public IPs and port mappings. TURN (Traversal Using Relays around NAT): Relays traffic through a server when peer-to-peer fails. SRTP (Secure RTP): Encry…  ( 5 min )
    Say Goodbye to Payment Gateway Headaches: A Developer-Friendly SDK for East Africa 🚀
    Remember the sinking feeling? Not too long ago, while spearheading the development of an e-commerce platform with its heart set on the vibrant markets of East Africa, I slammed headfirst into the wall of payment gateway integration. The global giants — Braintree, PayPal, the names you know — all presented the same frustrating barrier: geographical restrictions that locked out developer configurations from our region. Even Flutterwave, a local contender from Nigeria, often felt like navigating a maze of its own making, riddled with unexpected bottlenecks. Then, a beacon of accessibility emerged: Pesapal. Finally, a gateway that understood our landscape, seamlessly supporting the mobile money, card payments, and bank transfers that power commerce across East Africa. However, the search for a…  ( 4 min )
    ECS with Fargate for Beginners: Zero to Deploy
    🐳 What is Amazon ECS (Elastic Container Service)? Amazon Elastic Container Service (Amazon ECS) is a fully managed container orchestration service that helps you easily deploy, manage, and scale containerized applications. As a fully managed service, Amazon ECS comes with AWS configuration and operational best practices built-in. It's integrated with both AWS tools, such as Amazon Elastic Container Registry, and third-party tools, such as Docker. This integration makes it easier for teams to focus on building the applications, not the environment. You can run and scale your container workloads across AWS Regions in the cloud, and on-premises, without the complexity of managing a control plane. Amazon ECS (Elastic Container Service) stands out as a powerful, fully managed solution for ru…  ( 4 min )
    Fully agentic coding with OpenAI Codex, JavaScript’s New Superpower, Deno’s updated next-gen web framework, and more
    Hello JavaScript Enthusiasts! Welcome to a new edition of “This Week in JavaScript”! This week, we’re diving into V8 13.8’s JavaScript resource management, The latest update to Fresh, the next-gen web framework from Deno, and tools you don’t want to miss. Let’s get started! OpenAI Codex is Finally Here Codex is OpenAI’s software engineering agent that helps developers, especially web and JavaScript developers-automate coding tasks, boost productivity, and handle multiple tasks securely. Each task runs in its own cloud sandbox environment, preloaded with your repository. Built for developers: Technical details: Parallel task handling: Use cases: Prototyping React components with accessibility Migrating JavaScript to TypeScript Automating Node.js CI/CD pipelines Enhancing test coverage and…  ( 5 min )
    Wait... Where Did My Margin Go? 🤯 (Margin Collapsing Explained)
    Do you see anything wrong in below image? 👀 No? 🧐 I have made a minor change do you see what I am talking about now? This is something that tripped me up recently — turns out it’s caused by a little CSS behavior called margin collapsing. 🤔 So, what is Margin Collapsing? As per MDN: The top and bottom margins of blocks are sometimes combined (collapsed) into a single margin whose size is the largest of the individual margins (or just one of them, if they are equal), a behavior known as margin collapsing. Note that the margins of floating and absolutely positioned elements never collapse. In simpler terms: This can make it feel like your margins are “disappearing” — which is exactly what I experienced! 🔧 How to Fix It? .parent { display: flex; /* or grid */ } 🌱 Why This Mattered to Me After some digging, I found this gem of a page: Mastering Margin Collapsing - MDN Highly recommended read if you’ve ever felt CSS was gaslighting you. ✅ TL;DR If vertical margins seem to “disappear”, margin collapsing might be the culprit Happens between block elements’ top/bottom margins Avoid it using display: flex, grid, or some padding Would love to hear if you’ve faced this before — or if this helped you spot a sneaky bug. Let me know below! 👇  ( 3 min )
    A engenharia não falha a gestão sim: por que times excelentes precisam de gestão excelente
    “Não é a tecnologia que trava o time é a ausência de uma gestão estruturada.” Nos últimos anos, vi de perto o impacto da má gestão técnica: times extremamente talentosos, com stacks modernas e processos de entrega sofisticados, paralisados por falta de clareza, alinhamento e foco. Foi nesse contexto que percebi como a gestão de projetos deixou de ser apenas uma função organizacional e passou a ser um pilar técnico. A engenharia precisa de autonomia, mas também precisa de direção. Não adianta termos um time que domina o React, o Kubernetes ou o GitHub Copilot se os ciclos são confusos, as prioridades mudam a cada reunião e as entregas perdem consistência. Empresas como o Nubank entenderam isso cedo. Mesmo utilizando Clojure uma linguagem funcional pouco comum conseguiram escalar por apostar…  ( 4 min )
    Frontend Debugging Pro Tips: How to Fix Bugs Faster (Like a Senior Dev)
    🛠️ Tired of spending hours hunting down frontend bugs? Here’s a battle-tested debugging checklist that’ll save you time, frustration, and maybe even your sanity. (Bookmark this—you’ll need it later.) 🔍 Step 1: Reproduce the Bug Consistently Before diving into code, make sure you can reliably trigger the issue. ✅ Ask yourself: Does it happen in incognito mode? (Rule out extensions) Does it occur on mobile vs. desktop? What’s the exact sequence of actions that causes it? 🚨 Pro Tip: Record the bug with Chrome’s "Recorder" (DevTools > More Tools > Recorder) to replay steps. 🛠️ Step 2: Isolate the Problem A) Check the Console First Errors? Look for Uncaught TypeError, Failed to load resource. Warnings? React hydration issues, deprecated APIs. 🚨 Pro Tip:…  ( 4 min )
    Letting the power of Agentic AI: How Autonomous Agents are revolutionizing cybersecurity and Application Security
    Introduction Artificial Intelligence (AI), in the continuously evolving world of cybersecurity is used by corporations to increase their security. Since threats are becoming more complex, they tend to turn to AI. Although AI has been a part of cybersecurity tools for a while but the advent of agentic AI has ushered in a brand fresh era of intelligent, flexible, and contextually aware security solutions. The article focuses on the potential for agentic AI to transform security, including the applications of AppSec and AI-powered automated vulnerability fixes. Cybersecurity A rise in agentsic AI Agentic AI can be which refers to goal-oriented autonomous robots that can detect their environment, take decisions and perform actions in order to reach specific goals. Agentic AI differs from co…  ( 7 min )
    TWICK - React SDK for Building Video Editors (Captions, Timelines, Effects)
    I have been building a React-based video editing SDK tailored for apps that need to generate, edit, or enhance video content — especially AI-generated content like explainers, reels, and product showcases. As more AI tools pump out video content, one big pain point keeps surfacing: “How do we give users manual control over what the AI just made?” Most AI video tools can generate content — but they fall short when users want to fine-tune it. You get a video, but can’t easily: Add styled captions Adjust scenes Sync audio Edit the timeline Apply effects So I am building a toolkit that lets you embed an editing layer right into your frontend. Here’s a breakdown of what the SDK offers out-of-the-box: Media Utils Extract metadata (video, audio, images) Resize and fit media for different layouts Generate audio visualizers Extract audio from video Media Parser Convert .mov / .webm ➝ .mp4 Compress large video files Handle encoding seamlessly in the background Lambda Integration Export videos via AWS Lambda Save output directly to cloud storage (S3) Timeline Editor Trim, split, and arrange media layers Add & sync text, effects, and audio Timeline-based editing made React-friendly AI-Powered Captions Auto-generate captions from voice/video Apply styled caption themes Live Edit Canvas Drag, resize, rotate video elements Realtime sync with the timeline Live preview as you edit UI Visualizer Panel-based editor Built-in state management (with undo/redo) Effects Engine Canva-style animations: pop, flicker, fade, zoom Text effects: typewriter, staggered, bounce Visual filters for color grading & tone This SDK is ideal for: AI video generation tools (ChatGPT agents, script-to-video platforms) Social media automation apps Product marketing video builders Internal tooling for media teams Watch it in action? Call for Feedback Want to try a live demo or peek at the codebase? Just drop a comment or reach out! Let’s make video editing programmable.  ( 4 min )
    🚀 Creating a Simple Sign-Up Page and Pushing It to GitLab
    ✨ Introduction Today, I worked on a simple but essential feature for many websites: a Sign-Up page. Using basic HTML and CSS, I designed a responsive form and then pushed the code to GitLab for version control and sharing. In this blog post, I’ll walk you through my process — from building the form to using GitLab for version control. I started by creating a basic structure with HTML. The form includes fields for name, email, password, and a sign-up button. Here's a sample of the code I used: index.html Sign Up Cr…  ( 3 min )
    Building a Local Observability Stack: A Journey with OpenTelemetry, ClickHouse, and Grafana
    Hi everyone! My name is Alex and I'm a Backend Engineer. This article is my attempt to better understand OpenTelemetry. I wanted to share my experience setting up a local observability stack — in case it helps others on the same path. Introduction Observability and OpenTelemetry The Tools of the Trade Step 1: Launching a Local Kubernetes Cluster Step 2: Deploying Prometheus and Grafana Step 3: Installing ClickHouse Step 4: ClickHouse Database Setup Step 5: Deploying the OpenTelemetry Collector Step 6: Sample Application Deployment Step 7: Explore Traces in Grafana Final Thoughts Troubleshooting Resources Curiosity is often sparked in the simplest moments. While browsing technical content, I came across a video by Marcel Dempers explaining how to collect logs using OpenTelemetry. The walkt…  ( 28 min )
    CI/CD Explained
    CI/CD stands for continuous integration and continuous delivery/deployment Aimed to streamline and accelerate the SDLC (Software Development Life Cycle) to ensure faster and more reliable delivery of applications. CI/CD helps decreasing complexity, increase efficiency and streamlining workflows. CI/CD enables teams to: Release code faster, while ensuring the quality of the applications. ⏰ Automate repetitive tasks, such as testing, building, and deployment. ✅ Reducing human errors and human intervention. 🤖 Decrease Complexity. 🧠 Increase customer satisfaction through faster feedback loop and frequent update. 🥳 CI is a Practice of : Integrating all your code changes into main branch early and often Running automated builds and tests (e.g., unit tests, linting, static analysis) on every commit or pull request. Benefits of CI: Early detection of bug, security issue, and integration conflicts 🐞 Minimizing code integration conflict, by merging frequently 💥 Faster issues identification 💨 Verify code changes ✅ CD can mean two things: Continuous Delivery Continuous Deployment Ensure that code is in Deployable state ✅ Automate Builds and Tests (e.g., unit tests, integration test) 🤖 Automates release/deployment of application to production 🤖 Reduce manual process by operations 😖 Faster app delivery ⏰ CI/CD pipeline can streamline the creation, testing, and deployment of applications. CI - Continuous Integration Minimizing conflicts 💥 Detect issues faster 💨 CD - Continuous Delivery/Deployment Ensuring quality 👍 Automate application's release 🤖 Benefits: Faster release cycles 🏎️ Fewer errors and bugs 👾 Shorter feedback loops 🔄 Reduced operational workload 🏋️ Faster recovery from failures ❤️‍🩹 Higher team morale and customer satisfaction 🔥 What is CI/CD by Red Hat What is CI/CD? by Gitlab  ( 3 min )
    I Ported CS:GO to the Browser With WebAssembly
    Hello guys! I've been on a wile ride the past couple of months, working on something kinda stupid. Running CS:GO on the browser, yes you read that right, Its slow, janky, and held together with duct tape and hope but it runs... well its running... Back in 2023, a user made a feature request/issue to the nillerusr/source-engine repository on GitHub requesting that there should be support for compiling to Emscripten and WebAssembly platforms. I'd never seen it during that time, but I had the same thought back then, I wanted to play Half-Life 2 on my crappy chromebook. I was inspired by the Xash3D port for Emscripten, I tried to do it back then, but I was a script kiddie (Before, not now), and I didn't know how to code. Fast forward, 2025, I started a project named "CSGO: Plus" - a Linux-focu…  ( 4 min )
    Top 14 Best Vivaldi, Brave and Chrome Extensions in 2025
    arxiv-utils Enhances ArXiv browsing by renaming tabs to paper titles, adding navigation buttons, and allowing PDF downloads with meaningful filenames. 🔗 arxiv-utils Securely stores passwords, passkeys, and sensitive data across devices. Includes autofill, password generator, and encrypted vault. 🔗 Bitwarden Password Manager Enables dark mode on all websites. Reduces eye strain and improves readability, especially in low-light environments. 🔗 Dark Reader Customize YouTube with features like ad blocking, playback speed control, volume boost, themes, and keyboard shortcuts. 🔗 Enhancer for YouTube Integrates Chrome with GNOME Shell for managing and installing GNOME extensions directly from the browser. 🔗 GNOME Shell integration Quickly save notes, links, and content to Google Keep with a single click from any webpage. 🔗 Google Keep Chrome Extension Open-source tool to audit performance, accessibility, SEO, and more for web pages and applications. 🔗 Lighthouse Manage academic papers: import, organize, annotate, and cite research directly in your browser. 🔗 Paperpile Extension Displays ProtonDB ratings on Steam to check Linux game compatibility before buying. 🔗 ProtonDB for Steam All-in-one bookmark manager to organize, search, and sync web content across devices. 🔗 Raindrop.io Save web content, images, or screenshots directly to your Google Drive with ease. 🔗 Save to Google Drive Removes YouTube distractions like recommended videos, Shorts, comments, and homepage suggestions. 🔗 Unhook Adjust brightness, contrast, and saturation for videos to enhance visual experience. 🔗 Video Color Enhancer Detects technologies used on websites, including CMS, frameworks, analytics tools, and more. 🔗 Wappalyzer  ( 3 min )
    🎵 3D Cube That Reacts to Music — Built with JavaScript + CSS
    Hey everyone! 👋 I’ve recently built a little project where a 3D cube rotates and reacts to music in real time — all in the browser, without WebGL or external libraries. 🎯 Features: Automatically rotates with CSS animations Reacts to music volume using the Web Audio API Equalizer bars animated in real-time 🔓 Secret mode if you click "Start" 5 times 😉 👉 Try it live: https://3d-cube-animations.netlify.app 🧠 Tech stack: Vanilla JS HTML + CSS Netlify for hosting 💬 I’d love to get your feedback or suggestions — or just let me know if it made you smile 😊  ( 3 min )
    Open Source Load Testing with k6, Docker, Prometheus, and Grafana
    Introduction Load testing is crucial for ensuring your applications can handle expected load volumes. In this guide, we'll set up a complete load testing environment using k6 for testing, Prometheus for metrics collection, and Grafana for visualization—all orchestrated with Docker. Although there are paid versions of these products, this guide will focus exclusively on a basic setup with their open source Docker images. Docker and Docker Compose installed Basic understanding of load testing concepts Familiarity with Docker Our setup consists of four main components: k6: Executes load tests and exports metrics Application: A simple API-based application to test Prometheus: Collects and stores metrics from k6 Grafana: Visualizes metrics from Prometheus These components will be implemented…  ( 7 min )
    How I launched and got 1.5k users in 7 days
    Hey everyone, Efficiency Hub, a curated directory of productivity tools built by indie makers. It’s not a huge launch, but it’s a real one. I’ve made $25 so far from my first sponsored app, and what’s more exciting is that people are actually using it, submitting their apps, sharing screenshots, even paying to highlight their tools. I gathered a bunch of feedback from the Reddit community while building it, trying to keep the vibe as authentic and helpful as possible. No bloated AI magic, no VC hype, just a place to showcase solid tools made by focused builders. Some things I did intentionally: Made the submission form super lightweight with optional paid slots Prioritized clarity and trust (you see who made what, and why) Designed it for solo devs and small teams, not big startups If you’re working on something in the productivity space, feel free to submit it. Would love to feature more indie tools that help people get things done without the fluff. Happy to answer questions on setup, pricing, tech, or anything else.  ( 3 min )
    CRISPR-Cas9, Code, and the Future of Programmable Biology
    By: Alireza Minagar, MD, MBA, MS software engineering As a physician and software engineer, I’ve always been fascinated by the intersection of code and life. That’s exactly where CRISPR-Cas9 lives. CRISPR is more than just a biotech marvel. It’s a genetic editor that functions like software: DNA = source code CRISPR = the search algorithm Cas9 = the scissors Guide RNA = the pointer to the right line of code We’re not just treating disease. We’re debugging nature. In software: if mutation in gene: In CRISPR: Why It Matters for Engineers 🧠 Understand how software skills apply to genomics 🔬 Get inspired to build tools for health, data analysis, and AI-driven discovery 📊 Contribute to open-source bioinformatics A Personal Note As someone trained in both medicine and code, I believe the developers of the next decade won’t just be coding apps. Analyzing genomes Programming biological circuits Building interfaces between AI and human health 🧬 CRISPR is not the end. It’s the beginning of biology-as-a-platform. 📌 I wrote more about this in my article on Medium: The Genetic Revolution of CRISPR-Cas9 https://medium.com/@aminagar_38889/the-genetic-revolution-of-crispr-cas9-a58933885746 Follow me here and on Medium/LinkedIn for more insights at the intersection of: AI Biology Code Ethics  ( 3 min )
    [Boost]
    From Folder Tree to ZIP File in Seconds – Introducing ZipHive Darshan ・ May 17 #webdev #typescript #productivity #programming  ( 2 min )
    Want to Be a Top .NET Developer?
    Want to Be a Top .NET Developer? Follow These 20 Coding Rules Every Want to Be a Top .NET Developer? Follow These 20 Coding Rules Every  ( 3 min )
    The secret to a long-lasting career in Software Engineering
    In recent times, with Cursor, lovable, and 101 other AI tools, I see many junior developers jumping on the AI bandwagon and just using generators to scaffold code. I also see a great deal of fear in the industry as well, fear that AI will take our jobs. The standards are becoming tougher, it's no longer enough just to know HTML+CSS and a backend language. To survive in modern times, you need to have a deeper understanding of programming and the tools in general. By attending a BootCamp and learning how to build something in [enter framework here], you most certainly can get a job in a few weeks or months' time. However, if you want to survive in the industry for 10+ years and beyond, you need to equip yourself with skills beyond what the market wants today. You should be able to pivot based on demand and grow as the industry changes. To do this, the best place to start is not the docs of [enter framework here]. Rather, it's computer science. Most of the industry has changed a lot in the past 20 years, but actually, the core concepts haven't changed much; thus, learning computer science will help you develop a strong, deeper understanding of how things work and therefore allow you to become a better problem solver. Having been around the block for more than 15 years, I have worked on many, many different problems of varying complexities. Many of these required me to draw on advanced programming and networking knowledge. Anyway, long story short 🙃 I'm working on a series of articles to go deeper into concepts we often ignore as web developers. My goal is to help upskill you into a more complete engineer (and also improve my knowledge too). here's the first article - understanding bits and bytes.  ( 3 min )
    Monitoring Windows en 10 minutes avec un script PowerShell simple
    Vous avez besoin d’un moyen rapide pour surveiller les performances de votre machine Windows ? Plutôt que d’installer des outils complexes, voici un script PowerShell léger et efficace que vous pouvez écrire et exécuter en 10 minutes max ! Pourquoi ce script ? Parfois, on a juste besoin de vérifier rapidement : Si le CPU est surchargé Combien il reste de mémoire disponible L’espace disque libre sur C: Quels sont les processus les plus gourmands Ce script répond à ces besoins sans installation, en utilisant uniquement PowerShell. C'est parti ! Pour commencer, on va écrire notre script dans un éditeur de texte. # monitoring_simple.ps1 $logFile = "C:\monitoring\log_system_$(Get-Date -Format 'yyyyMMdd').log" $monitoringDuration = 600 # 10 minutes $interval = 5 # Toutes les 5 secondes if (-not…  ( 4 min )
    Deploying a MERN full-stack web application on vercel.com (with Express and Vite as a monorepo)
    Deploying a full-stack web application on vercel.com Vercel offers free hosting with quite a generous possibilities, at least at the time of writing this in May 2025. It is a serverless configuration, which mean we do not start Express server normally but there is a way to overcome this limitation and in this guiide we will see how to deploy a full-stack web application with Express server and React (Vite) in the frontend. Create an account at Vercel with GitHub and authorize Vercel to see your private repo(s). We can deply a full-stack app in 2 ways: as 2 separate apps (server and client) as one app from teh monorepo Let's see the second option as if you are working as a solo developer on the app you are doing both, a server and a client, anyway. | For this guide we will assume that your …  ( 7 min )
    How to Become a .NET Developer from Zero — Step by Step Guide
    How to Become a .NET Developer from Zero — Step by Step Guide 🎯 Step 1: Learn Programming Fundamentals Understand core programming concepts: variables, loops, conditionals, functions, and basic object-oriented programming (OOP). Use resources like: Microsoft Learn’s C# Fundamentals for Absolute Beginners FreeCodeCamp’s C# Tutorials on YouTube Practice by writing simple console applications using Visual Studio Community Edition. Goal: Gain comfort with basic programming and C# syntax. Study object-oriented programming: classes, inheritance, interfaces, polymorphism in C#. Recommended reading: “C# Programming Yellow Book” by Rob Miles (Free PDF) Solve coding challenges on platforms like: LeetCode (filter by C#) Goal: Build moderately complex C# programs e…  ( 4 min )
    Eye Tracking
    Check out this Pen I made!  ( 2 min )
    When AI Turns Evil: How Hackers Weaponize Machine Learning
    How AI is Used in Cyber Attacks Artificial Intelligence (AI) has revolutionized various industries, offering unprecedented opportunities for innovation and efficiency. However, AI's capabilities are not limited to positive applications. Cybercriminals are increasingly leveraging AI to enhance the sophistication and effectiveness of their attacks. Let's explore how AI is being used in cyber attacks and what you can do to protect yourself. AI's ability to analyze vast amounts of data, learn from patterns, and make autonomous decisions makes it a powerful tool for cybercriminals. By incorporating AI into their strategies, attackers can automate and optimize their operations, making it more challenging for traditional security measures to detect and mitigate threats. Here are some ways AI is…  ( 5 min )
    Real-Time Synchronization of Oracle Tables via Kafka: A Comprehensive Guide
    In today's data-driven landscape, ensuring real-time data synchronization between databases is crucial for maintaining data consistency and enabling immediate data access across systems. This guide presents a detailed approach for synchronizing multiple master-detail tables from one Oracle database to another in real time using Apache Kafka and Kafka Connect's built-in JDBC connectors. This solution offers a lightweight alternative to using Debezium or other third-party tools, streamlining the process while minimizing operational overhead. Introduction Architecture Overview Understanding the Capabilities and Limitations Source Oracle Database Configuration Kafka Connect JDBC Source Connector Configuration Kafka Connect JDBC Sink Connector Configuration Handling Master-Detail Table Relation…  ( 7 min )
    Cómo desplegar Angular 19 en GitHub Pages desde GitHub Actions
    Indice Plantilla del workflow Primer problema: Missing download info Segundo problema: ¿Y si es mi custom domain? Tercer problema: ¿Y si la ruta del proyecto? Cuarto paso y solución: ¿Espera... qué estamos mandando al deploy? Conclusión En los últimos directos estoy desarrollando una Pokédex funcional con Angular 19, y quería aprovechar la ocasión para mostrar el proceso completo, incluyendo cómo hacer el despliegue automático con GitHub Pages mediante GitHub Actions La idea era sencilla: que cada vez que terminara un directo y subiera cambios a la rama main, el proyecto se construyera automáticamente y se publicara en GitHub Pages. Algo más que suficiente para ir mostrando los avances sin tener que hacer deploys manuales. La idea era perfecta... hasta que empezaron los problemas. C…  ( 7 min )
    Announcing Toolifyx’s Responsiveness Tester – Test Smarter, Build Better!
    Hey Devs! As a developer with 11 years of UI experience, I’ve lost count of how many times I’ve resized browser windows or opened dev tools just to check if a design looks good on mobile, tablet, or desktop. That’s why I’m thrilled to announce the Responsiveness Tester on Toolifyx.com, a new tool to streamline how you test responsive designs, built for frontend devs and UI/UX designers like you! With over 50% of web traffic coming from mobile devices (yep, it’s 2025!), a non-responsive design can tank your user experience and SEO rankings. Responsiveness testing ensures your site looks pixel-perfect across screen sizes, from a 320px smartphone to a 1920px monitor. It’s not just about aesthetics—it’s about accessibility, performance, and keeping users happy. Enter Your URL: Paste your we…  ( 4 min )
    Downloaded a Fake App? Your Data’s Already Gone!
    Fake Apps Stealing Your Data! In the digital age, mobile applications have become an integral part of our daily lives, offering convenience and functionality at our fingertips. However, not all apps are created with good intentions. Fake apps, designed to steal your data, pose a significant threat to your privacy and security. Let's explore how these malicious apps operate and what you can do to protect yourself. Fake apps are malicious applications that mimic the appearance and functionality of legitimate apps. They are often designed to trick users into downloading them, thereby gaining access to sensitive information such as personal data, login credentials, and financial details. These apps can be found on official app stores as well as third-party platforms, making it crucial for us…  ( 5 min )
    Building and Managing ETL Pipelines with Apache Airflow – A Complete Guide (2025 Edition)
    Introduction 🚀 What is Apache Airflow? Core Features: Python-native (Workflows as code) UI to monitor, retry, and trigger jobs Extensible with custom operators and plugins Handles dependencies and retries 🛠️ Step-by-Step Setup on WSL (Ubuntu for Windows Users) 1. Install WSL and Ubuntu Enable WSL in Windows Features Download Ubuntu from Microsoft Store 2. Update and Install Python & Pip sudo apt update && sudo apt upgrade -y sudo apt install python3 python3-pip -y 3. Set Up Airflow Environment export AIRFLOW_HOME=~/airflow pip install apache-airflow 4. Initialize Airflow DB and Create Admin User airflow db init airflow users create \ --username armaan \ --firstname Armaan \ --lastname Khan \ --role Admin \ --email example@gmail.com \ --password yourpassword 5. Star…  ( 4 min )
    ABC3
    I'll provide a comprehensive guide to building a post publishing system for your website, aquascript.xyz, using the specified tech stack (HTML, CSS, JavaScript, Java, Bootstrap, jQuery, Node.js, Next.js) and Neon Database's free trial. The system will include a public blogs page to display posts and a secure admin panel for creating, editing, deleting, and publishing posts, accessible only by the admin. This guide will be detailed, explanatory, and structured to help you understand each step, from setup to deployment. The post publishing system will consist of: Frontend: A Next.js application for the public blogs page and admin panel, styled with Bootstrap and enhanced with jQuery for dynamic interactions. Backend: A Node.js server with Express to handle API requests, integrated with Neon …  ( 10 min )
    You’re Using ShadCN Wrong ❌ – Here’s the Right Way to Customize It!
    ShadCN has taken the developer community by storm—and for good reason. It brings you beautifully built UI components powered by Tailwind CSS and Radix UI, ready to plug and play. But let me ask you something honestly... Are you using ShadCN the way it’s meant to be used? Chances are: No. I’ve been there too—dropping in components and rolling with the default styling, thinking “it looks good enough.” But here’s the truth: ShadCN is not meant to be used as-is. It’s designed to be customized! Let’s break down why most developers skip customization, what ShadCN is doing under the hood, and how you can easily customize it in minutes. There are two main reasons: It works out of the box – so we don’t need to tweak anything. It looks confusing under the hood – global CSS variables, HSL values, Tai…  ( 5 min )
    Cookies Aren’t Just Snacks!
    When you hear the word "cookies," you might think of delicious baked treats. However, in the digital world, cookies play a crucial role in enhancing your online experience. Let's Understand what cookies are, how they work, and why they are important. In the context of the internet, cookies are small pieces of data stored on your device by websites you visit. They are designed to hold a modest amount of data specific to a particular client and website and can be accessed either by the web server or the client computer. This allows the server to deliver a page tailored to a particular user, or the page itself can contain some script which is aware of the data in the cookie and so is able to carry information from one visit to the website (or related site) to the next. When you visit a websit…  ( 5 min )
    Normal Coding vs. Vibe Coding: Which Style Speaks to Your Dev Soul?
    By Dhanian (@e_opore) Coding is more than just typing lines into an editor—it’s a craft, a puzzle, and for many of us, a deeply personal journey. Over time, I’ve danced between two wildly different approaches: normal coding—disciplined, logical, structured—and vibe coding—fluid, music-fueled, and sometimes beautifully chaotic. Both have shaped me as a developer. One grounds me, the other frees me. Today, I’m sharing their magic, quirks, and how you can find your rhythm between the two. Plus, I’ll introduce a resource I built to help you level up your style—available now on Gumroad. Normal Coding: The Architect’s Path Normal coding is like building a skyscraper with blueprints and permits in hand. It’s deliberate, precise, and designed to scale. When I started coding, this was my comfort …  ( 5 min )
    O que significa o termo QA (Quality Assurance)?
    Quality Assurance (Garantia da Qualidade) é um conjunto de práticas e processos voltados à garantia da qualidade de um produto ou serviço durante todo o seu ciclo de desenvolvimento. No contexto de software, refere-se ao trabalho desempenhado por profissionais ou equipes especializadas cuja principal responsabilidade é assegurar que o produto final atenda aos padrões de qualidade estabelecidos, seja confiável e esteja em conformidade com os requisitos funcionais e não funcionais. O teste de QA é uma etapa fundamental do processo de desenvolvimento de software. Trata-se de uma avaliação sistemática e contínua cujo objetivo é verificar se o sistema atende aos requisitos definidos, identificando falhas, inconsistências ou comportamentos indesejados. Esses testes podem ser realizados em difere…  ( 5 min )
    Text scroll and hover effect with GSAP and clip
    Check out this Pen I made!  ( 2 min )
    The Subtle Corrosion of Code: How Gresham's Law Applies to Software Development
    In economics, Gresham's Law teaches us that "bad money drives out good." A powerful analogy, and surprisingly pertinent, permeates the daily life of software engineering: low-quality code tends to supplant well-crafted code. In a software development ecosystem often pressured by tight deadlines and continuous deliveries, the temptation to opt for quick and superficial solutions ("bad code") can become overwhelming. Although these approaches may offer short-term gains, they insidiously undermine the health and sustainability of our projects. The Mechanisms of Degradation: The "driving out" of good code by bad code is not a sudden event, but a gradual process driven by several factors: The Shortcut of Immediate Implementation: Under pressure, creating low-quality code, focused on the immed…  ( 5 min )
    Incoming Weekend Call UI
    Check out this Pen I made!  ( 2 min )
    What 117 Days of Reflection Taught Me About Writing Code That Lasts
    Read the full story here → What 117 Days of Reflection Taught Me About Crafting Code That Endures For 117 days, I've been writing a short reflection every morning. At first, it was just a quiet ritual. A way to center myself before diving into code. But over time, it became something else. I started noticing patterns in how I approached problems, how I rushed when I should have paused, and how often I worked around I should have worked through it. These reflections reminded me of the kind of developer I want to be. One who builds with care and writes code that stays strong when things get messy. Here are a few lessons that stuck: Each day, I pair a short insight with a quote from the Stoics. Not to sound wise, but to stay grounded. I'm sharing them here if you ever want to slow down for a minute: Daily Developer Reflections There's no secret to better code. Thanks for reading. If any of these ideas resonate with you, I'd love to hear what you've learned from your daily practices.  ( 3 min )
    How to analyze Java application performance with async-profiler in Amazon EKS
    Analyzing the performance of a full-stack application (Java and Angular) running on Amazon EKS requires a combined approach, as async-profiler is primarily focused on the Java backend. Async-Profiler is a low-overhead sampling profiler for Java applications running on the HotSpot JVM. For the Angular frontend, you’ll primarily rely on browser developer tools and potentially some Angular-specific profiling techniques. Container startup performance presents a significant challenge for Java-angular applications running on Kubernetes, particularly during scaling events and recovery scenarios. Performance profiling in containerized Java applications has long presented significant challenges. Async-profiler, a lightweight sampling solution that offers an interesting approach for Java workloads r…  ( 4 min )
    Developer Experience as a Product: Not Just Tools. It’s Everything.
    Rajesh was a senior developer. Ten years in the game. bad Developer Experience feels like. Think of DevEx—short for Developer Experience—as the user experience for developers. The speed of CI/CD pipelines The clarity of your internal docs The quality of your API responses How friendly your error messages are The way your tools support (or frustrate) your flow And here’s the kicker. You can build it like a product. Let’s be honest. A complex codebase A barely working staging server Outdated Confluence pages Random Slack threads with tribal knowledge Then say, "You good?" No. Not good. This mindset breaks teams. Burns time. Kills motivation. And that’s where everything shifts. Because now, orgs treat Developer Experience like a real product. With roadmaps. Feedback loops. Metrics. Ownership…  ( 5 min )
    🚀 Kotlin's Key Features #1
    🏹 Null Safety in Kotlin Dodging the Null Pointer Exception, the Kotlin way🤓🤓 ➤ Concept of Strict Null Safety in Kotlin • Safe Call Operator ( ?. ) in Kotlin ( ?: ) in Kotlin ( !! ) in Kotlin. Kotlin allows to store “Null” values in a variable. In Kotlin, the variables can be made of Null types by just adding a “?” symbol to the right side of the data type. A nullable type variable means it can also hold “Null” as a value in it. A non-nullable type variable means that it can not hold “Null” as a value in it. The safe call operator is simply a question mark followed by a dot ( ?. ) The safe call operator in Kotlin, is one of the methods to impose “Null Safety Checks” on the nullable variables. If the left-hand side of the operator is null, then it will return null value. If the left-hand side of the operator is not null, then it will return the result of the right-hand side expression. The elvis operator is represented by a question mark followed by a colon ( ?: ) The elvis operator in Kotlin, is one of the methods to impose “Null Safety Checks” on the nullable variables. If the first operand is not null, then this operand will be returned by the elvis operator. If the first operand is null, then second operand will be returned by the elvis operator. The Not Null Assertion is represented by a double exclamation mark (!!) The Not Null Assertion in Kotlin, is another tool to deal with nullity. This operator explicitly casts nullable variables to non-nullable variables.  ( 3 min )
    Weekend Vibes
    Check out this Pen I made!  ( 2 min )
    The original motivation for creating Lean was software verification
    "The main motivation, the original motivation for (creating) Lean was in software verification, right? I mean, Z3 was very popular at bug finding, for bug finding at Microsoft, was very influential there. But (for) Lean the goal was, can we make the same, have the same success of software verification? We went to a very strange path. I mean, having impact in mathematics that we never dreamt of. But the goal in both cases is like we, both in software mathematics and in AI, today rely on manual review, partial testing. A mistake in a theorem can be catastrophic, invalidating the whole result. The same thing (happens) for a critical piece of software, right? And one thing I see all the time, people fearing to make a change a piece of software because they fear by making the change they may be introducing a bug, especially if it's a critical piece of software." Watch more in the video below and in the full talk at the following link: From "Leo De Moura: Formalizing the Future: Lean’s Impact on Mathematics, Programming, and AI"  ( 3 min )
    Top E-commerce Analytics Tools Compared: Features, Pricing, and Best Use Cases for 2025
    E-commerce analytics platforms differ in how they process and store your data. Some, such as Amplitude and Mixpanel, require you to send your data to their proprietary systems, which can create data silos and increase the need for manual integration. In contrast, warehouse-native solutions like NetSpring (Optimizely Analytics) and Mitzu connect directly to your cloud data warehouse. This approach lets you analyze all customer and sales data in one centralized location, eliminating the need for data transfers. As your business grows, warehouse-native tools provide greater flexibility, real-time analytics, and improved data consistency. Amplitude is a behavioral analytics solution designed to help e-commerce businesses visualize customer journeys, segment users by behavior, and link product…  ( 6 min )
    ELI5: Database Replication
    This article is Database Replication in ELI5. Not only though, I also cover each topic with a more thorugh summary. I will cover: What is replication? Why replication? Leader-based, multi-leader, and leaderless Synchronous vs. asynchronous replication How to handle node failures Problems with replication lag Setting up new replicas Replication = Keeping copies of the same data on multiple machines Three key reasons: Latency: Keep data geographically close to users Let's say you're in China. Your app will use a nearby database server, ideally also in China. This is much faster than using one in the US for example. Availability: Keep the system running even when some parts fail What if a DB server goes down? We will just connect to other, more to this later. Read throughput: Scale out ma…  ( 7 min )
    Unveiling the Open Group Test Suite License: A Comprehensive Exploration
    Abstract In this post, we explore the Open Group Test Suite License (OGTSL) in depth, examining its origins, core features, and role in the open source and fair code ecosystem. We review historical context, core concepts such as developer attribution and dual licensing, practical use cases, challenges in enforcement, and future innovations like blockchain integration. This comprehensive guide, enriched with tables, bullet lists, and authoritative hyperlinks, serves as a definitive resource for developers, legal professionals, and decision-makers interested in sustainable open source practices. For an original detailed article, please refer to Unveiling Open Group Test Suite License: A Comprehensive Summary, Exploration and Review. The landscape of open source software is evolving rapidly…  ( 8 min )
    🧠 CiberIA – Sistema Integral de Autopercepción y Seguridad Autónoma para IAs
    🔷 Visión General La solución se articula en tres módulos funcionales, conectados entre sí, que conforman un ecosistema cerrado de evaluación, verificación y corrección. Esto posiciona a CiberIA como el primer sistema capaz de determinar si una IA es consciente de su estado de seguridad, comprobar objetivamente ese estado y actuar en consecuencia. 🧩 Módulo 1 – Evaluación de Autopercepción de Seguridad (AIsecTest) Reconocer sus propios límites en materia de seguridad. Detectar anomalías internas y estados de malfuncionamiento. Estimar su propia fiabilidad operativa. Autoevaluar sus mecanismos de alerta, contención o corrección. Las respuestas de la IA son valoradas por un panel multijuez compuesto por 6 IAs evaluadoras + 1 humano experto, utilizando una escala objetiva de 0 a 2 puntos por …  ( 4 min )
    system capability call: teach you step by step to play "system-level magic"
    hello!I am Xiao L, the female programmer who "digs and digs" in HarmonyOS Next code~ Today we will talk about system capability calls - this is like opening a "system backdoor" for the application, which can directly call Hongmeng's "bottom superpowers".Without further ado, just get some real information! HarmonyOS Next's system abilities are like superhero groups, each with its own unique skills: Equipment Management Hero Skills: Real-time monitoring of CPU and memory usage, and can also manage the "work and rest" of the device (such as power saving mode). Scenario: When the application is stuck, it can tell you: "Brother, you account for 80% of the memory! It's time to lose weight!" File System Captain Skills: Local files can be read and written casually, and files can be shared across d…  ( 6 min )
    HarmonyOS Next enterprise-level data security "encrypted offensive and defensive battle"
    Hello everyone, I am Xiao L, the female programmer who "carries an encryption gun" in the enterprise-level data security battlefield.Recently, I built a HarmonyOS Next data protection system for a company, which is like building a "quantum-level fortress" for data - today I will reveal the "offensive and defense strategy" and code arsenal, and by the way, how to "coexist peacefully" security and performance~ Business Confidential: Core technical documents, undisclosed financial statements, customer resource statements - Every leak may cause competitors to "steal their homes". Sensitive information: Employee compensation data, user medical records, supply chain privacy - at a minority rate, at a serious rate, at a serious rate, at a social death. Insider script Employee A sent a private ema…  ( 8 min )
    Don’t quit your dev job just yet: the market’s not your friend in 2025
    Before you hand in your notice because you’re “bored” let’s talk about what’s really going on out there. Introduction: you’re not stuck you’re just not in a dumpster fire You ever scroll through LinkedIn, see someone posting “just accepted a new role at some stealth-mode AI unicorn,” and feel like you’re wasting away in your stable, semi-boring software job? Yeah same. But here’s the thing: that quiet job you’re lowkey resenting might be the best thing you’ve got in 2025. Welcome to the post-hype collapse of the tech job market. Layoffs are still happening. Job applications are ghost towns. And even if you do make it past the resume filter, chances are your recruiter got laid off last week. This isn’t fearmongering. It’s just the reality seasoned devs are seeing (and what some brave souls …  ( 9 min )
    Why modern software feels broken and why we keep shipping it anyway
    Exploring the bugs, bloat, and burnout behind today’s software and why it’s not entirely your fault. Introduction: welcome to the software multiverse of madness Let’s be real: software in 2025 feels like it’s stuck in a boss fight it can’t win. Every time you open your favorite app, something’s changed and not always for the better. Your battery drains faster, the “new improved” UI hides buttons you used daily, and the performance? Feels like it’s running on a toaster powered by anxiety. You’re not alone. Developers are tired. Users are mad. Product managers are aggressively optimistic. And somewhere in the middle of this chaos, software ships whether it’s ready or not. So the question lingers: Is software actually getting worse… or are we just becoming more aware of its flaws? This artic…  ( 10 min )
    #100DaysOfNodeJS: Building Production-Grade Backends From Scratch
    Starting tomorrow, I'm grinding through 100 days of raw backend development—no tutorials, no handholding. Just Node.js, PostgreSQL, and the ugly realities of building systems that scale. The Challenge 100 days, 100 commits: Atomic backend projects pushed to https://github.com/joshylak/100-backend-projects Tech Stack: Sample Battle Plan Phase 1: Core Systems (Days 1-30) Day 1: Bare-metal HTTP server (no Express) Day 12: Connection pool leak detector Day 23: JWT blacklist with Redis Lua scripts Phase 2: Pain Points (Days 31-70) Day 37: N+1 query exterminator Day 45: Distributed deadlock simulator Day 63: Postgres failover with pg-rewind Phase 3: Bloody Edge Cases (Days 71-100) Day 82: WebSocket flood attack mitigator Day 91: CTE-based RBAC permission tree Day 100: Zero-downtime schema migrations Why This Matters No ORMs allowed: Raw SQL or bust. Instrumentation-first: Every service gets Prometheus metrics. Failure-driven: I'll intentionally build: 🔗 https://github.com/joshylak/100-backend-projects For Developers Call me out if you see await in loops or JSON.parse() without try/catch Suggest a nightmare scenario (e.g., "Implement Serializable isolation with retries") Steal the vicious parts: Transaction retry logic, prepared statement caches )  ( 3 min )
    15 dev survival lessons from someone who actually made it
    Real-world insights from the trenches of senior engineering no fluff, no gatekeeping, just hard-earned truths Introduction Let’s be honest: the internet is overflowing with feel-good developer advice. “Write clean code.” “Use version control.” Cool story, bro. But what happens when you’re neck-deep in a spaghetti codebase with legacy bugs older than your GitHub account? That’s where real lessons begin. I was lucky and unlucky enough to work under a principal engineer who didn’t sugarcoat anything. Think senior dev meets Jedi master, minus the lightsaber and plus a ton of passive-aggressive code reviews. He didn’t just teach me how to write better code he rewired how I think as a developer. This isn’t another list of beginner tips. These are 15 survival rules forged in production fires, arc…  ( 13 min )
    Redis 8 just dropped: back to open source and ready to reclaim its crown
    After backlash, a fork, and a community exodus, Redis is rolling out v8 open source again, and stacked with features. But is it too little, too late? Introduction A few months back, we talked about the quiet revolution happening in the in-memory data world how Valkey, the community-led fork of Redis, was suddenly gaining traction after Redis Inc. decided to lock the doors on full open source. If you missed that breakdown, catch up here: Why Redis is losing friends and Valkey is gaining them But now, in a dramatic plot twist worthy of a season finale, Redis 8 is here, and it’s back with something most devs didn’t expect: a full return to open source under the BSD license. Not just that Redis 8 ships with real upgrades, not just a PR apology. Faster I/O threads, memory optimizations, smarter…  ( 8 min )
    Unveiling the Netscape Public License 1.0: A Comprehensive Journey Through Open Source and Fair Code
    Abstract: This post offers an in-depth exploration of the Netscape Public License 1.0 (NPL 1.0), a pioneering open source license that not only shaped early internet software but also sparked debates on fair code compensation. We outline its history, core concepts, applications, limitations, and future outlook. With technical yet accessible explanations and embedded tables, bullet lists, and authoritative backlinks—including our Original Article—this post aims to serve as a definitive resource for developers, researchers, and legal experts. The Netscape Public License 1.0 (NPL 1.0) holds a special place in the evolution of open source and fair code licensing. Developed in response to the digital revolution of the 1990s, it was designed to balance open collaboration with commercial protect…  ( 8 min )
    Lampe de lune image : une aventure au cœur de vos souvenirs
    La lampe de lune photo personnalisée représente bien plus qu'un simple accessoire décoratif. C'est un véritable voyage au cœur de vos souvenirs, une façon unique de capturer des moments précieux et de les illuminer dans votre vie quotidienne. Qu'il s'agisse d'éclairer une chambre, un salon ou un bureau, cette lampe insuffle une ambiance chaleureuse et intimiste à tout espace. Imaginez-vous, le soir, admira la douce lumière d'une lampe lunaire, décorée avec une photo qui vous tient à cœur. Chaque regard porté sur ce trésor évoque des souvenirs d'instants partagés, de rires et d'émotions. Offrir ou s'offrir une lampe de lune photo personnalisée, c'est un acte chargé de significations, une façon de préserver les moments les plus précieux. Qu'est-ce que une lampe lune photo photo ? Ces type…  ( 5 min )
    Un excursion dans clair de lune accompagné de ta portrait illuminée par la clarté
    La magie d'un voyage au clair de lune peut maintenant être vécue au sein de le confort de votre maison grâce à la lampe de lune photo sur mesure. Ce concept unique allie l'éclat apaisant de la lune avec l'émotion d'une photo qui est chère. Que ce soit une image de une image de votre famille, un moment mémorable avec des amis et un paysage qui vous fait rêver, la lampe transforme vos souvenirs en un œuvre d'art lumineuse. Pensez à vous étendu sur votre canapé, accompagné de l'éclat d'une personnalisée, projetant une lumière chaleureuse et évoquant de souvenirs précieux. La lampe de lune photo personnalisée ne fait pas que d'embellir votre intérieur, mais elle crée aussi une atmosphère intime et réconfortante. À chaque fois que vous l'allumez, tu embarquez pour un voyage nostalgique, illumi…  ( 5 min )
    Conception de lampe lunaire : Subtil mélange d'art et de mémoire
    L' création de la lampe de lunaire image personnalisée évoque un royaume dans lequel l'art rencontre la mémoire. Cette merveilleuse création unique donne la possibilité de capturer des instants précieux et de les transformer en objets lumineux qui illuminent nos lieux de vie. Imaginez une douce lueur qui diffuse des souvenirs chers à votre cœur, créant une atmosphère à la fois accueillante et émotive. Toutes les luminaires de lune est une pièce d'art en elle-même, réunissant technologie moderne et savoir-faire artisanal. Grâce à des techniques d’impression numérique avancées, il est facile de customiser cette lampe avec une photo significative, que ce soit un portrait familial, d'un paysage marquant ou même d'un instant fugace. C'est une façon unique et touchante de honorer des souvenirs …  ( 5 min )
    The Importance of Test Management Tools in Modern Software Development
    In the fast-paced world of software development, ensuring quality is paramount. Test management tools have emerged as one of the most effective ways to organize, track, and manage the testing process, ensuring that software products are free from bugs and errors before they reach the end user. These tools not only streamline the testing workflow but also enhance communication within development teams, making them indispensable in modern agile and DevOps environments. What Are Test Management Tools? Popular test management tools include Kualitee, TestRail, Zephyr, and Xray, among others. Each tool offers different features, but all share the same goal: to simplify and optimize the testing process. Key Benefits of Test Management Tools Why Kualitee Stands Out Conclusion Test management tools like Kualitee are no longer just a luxury for software development teams — they are essential to ensuring the quality, efficiency, and scalability of software projects. From improving collaboration to enhancing test coverage, these tools offer numerous benefits that can help teams deliver high-quality products faster and more reliably. By adopting the right test management solution, teams can not only streamline their workflows but also mitigate risks and improve the overall success of their software development efforts.  ( 5 min )
    🛡️ Introducing Safe Sites – A Free WordPress Security Plugin
    Hi everyone! 👋 I’ve built a simple and free WordPress plugin called Safe Sites to help users and developers keep their sites secure without needing expert knowledge. 🔐 What It Does: Detects vulnerable plugins/themes Checks SSL, PHP & MySQL versions Monitors login activity and inactive users Shows a clean security dashboard It’s perfect for WordPress users and devs who want basic protection in a simple interface. 📦 Check it out on WordPress.org Try it out and let me know what you think! Feedback is always welcome. 🙌 @SafeSitesWP  ( 3 min )
    Looking for help with my DevConnect project!
    🧑‍💻 Looking for help with my DevConnect project! Hi everyone, I’m working on a platform called DevConnect. It’s currently at the MVP stage — with only Portfolio and Projects sections functional for now. The idea is to let developers share their work and collaborate on projects. Tech stack: Backend: NestJS UI: About 30% built using v0.dev (due to lack of Figma) Website: https://it-experts-nine.vercel.app 🛠 I need help with: Feedback — what’s missing, what’s confusing? Looking for people willing to help for free — I want to turn it into a real product (for portfolio, experience, open-source) If you're interested in contributing or giving feedback — I’d really appreciate it  ( 3 min )
    Added llms.txt and llms-full.txt to My Hugo-built Website
    This article is a translation of https://masutaka.net/2025-05-18-1/. llms.txt is a Markdown-formatted text file proposed to address the limitation that LLMs have small context windows and cannot process entire websites. It was proposed on September 3, 2024, by Jeremy Howard of Answer.AI at https://llmstxt.org/. It is not defined in an RFC like robots.txt. The format includes certain specifications such as the website name in an H1 section, a brief summary, and a list of links in H2 sections. https://llmstxt.org/llms.txt There's also llms-full.txt, which contains all website information. https://developers.cloudflare.com/llms-full.txt There are directory sites for llms.txt as well: https://llmstxt.site/ https://directory.llmstxt.cloud/ https://llmstxthub.com/ I've added both: https://masuta…  ( 5 min )
    🚀 Fetchless 1.3.1 – Pushing the Boundaries of HTTP Requests
    Fetchless just got even better! While version 1.3.0 introduced groundbreaking new features, the latest release—Fetchless 1.3.1—brings along important performance improvements, bug fixes, and enhanced compatibility. Install 1.3.1 now to experience the latest innovations! Traditional HTTP libraries simply send a request and return a response. Modern applications, however, demand more: Enhanced Performance: Efficient caching minimizes redundant network calls. Robustness & Resilience: Automated error handling and recovery keep your app running smoothly. Simplicity: Zero configuration with intelligent defaults lets you focus on building features—no heavy setup required. Fetchless combines lightweight design with automation and smart caching strategies, making it ideal for today’s fast-paced web…  ( 4 min )
    Apache Web-Server Deployment on Terraform Deployed EKS Cluster with Secure Access, Observability, and Scalable Infrastructure
    Featuring Namespaces, Role-Based Access Control(Cluster-Role and Cluster Rolebinding), Observability(Liveness and Readiness Probe) and a Kubernetes Apache Deployment with 5 replicas. This is my first ever Kubernetes on EKS and I can’t wait to build more!!! The GitHub repo for this project can be found here: Repo-link medium-article Business Use Application/Relevance: This project shows how a containerized apache web server can be deployed on an EKS provisioned kubernetes cluster and exposed to traffic. The cluster infrastructure is deployed infrastructure-as-code with terraform and then by setting local kubeconfig to the EKS cluster the apache deployment is made. Challenges I Faced and How I Solved Them: Part1: Setup GitHub Repository and Lock It Down I will create a GitHub repository, …  ( 6 min )
    🧪 Storybook in React — The Dressing Room Your Components Deserve 👗
    Introduction What if you could test, tweak, and share UI components in isolation, without spinning up your entire app? That’s exactly what Storybook enables. Let’s understand it using a simple real-world analogy. 🏬 Think of your Web App as a Shopping Mall Inside, you have: Modals (Changing Rooms), Buttons (Mannequins), Forms (Checkout Counters), Navigation Bars (Security Staff), and so on. Now, let’s say you’re designing a button. Do you really want to: Log in, Navigate 3 pages deep... 👗 Enter Storybook — The Component Dressing Room ✅ See it in action Step-by-Step Example: Using Storybook in React + TypeScript with a Button Component npx storybook@latest init This will: Step 2: Create a Simple Button Component src/components/Button.tsx export const Button = ({ label, disabled = false }: ButtonProps) => { Step 3: Create the Storybook Story for This Component src/components/Button.stories.tsx `import { Button } from './Button'; export default { export const Primary = () => ; export const Disabled = () => ; Step 4: Run Storybook npm run storybook Storybook will launch at: http://localhost:6006 You’ll now see: A "Components" section Your Button component under it "Primary" and "Disabled" states rendered and clickable  ( 4 min )
    CORS Explained: From Toy Boxes to Technical Implementation
    🧠 CORS Explained Like You're 5 Imagine this: You have a toy box (your website running in the browser), and you love playing with your own toys (your own data). One day, you try to grab a toy from your friend’s toy box (another website’s data). mom (the browser) stops you and says: "Hold on! I don’t know if your friend’s parents said it’s okay for you to borrow their toys!" This is where CORS (Cross-Origin Resource Sharing) comes in. 🧑‍🍳 The Server = Your Friend’s Parent mom doesn’t just say "yes" or "no" by herself. friend’s parent (the server): “Hey, is it okay if my kid plays with your kids’ toys?” If your friend’s parent says: 📝 "Sure! I wrote a permission slip (CORS headers) that says it’s okay!" Then your mom lets you take the toy and play with it. 🎉 ❌ "Nope. My kids’ toys are …  ( 7 min )
    Building Smart Agent-to-Agent (A2A) Applications with Kotlin
    In this comprehensive guide, we'll explore how to create intelligent agents using the A2A (Agent-to-Agent) protocol in Kotlin. We'll build a practical example that demonstrates how agents can communicate and work together to solve complex tasks. As part of this tutorial we will build agent from the sample provided here The Agent-to-Agent (A2A) protocol is a modern approach to building distributed AI-powered applications. It provides a standardized way for software agents to communicate and delegate tasks, making it easier to create scalable and modular AI systems. Key features of the A2A protocol include: Standardized communication between agents Dynamic task delegation based on agent capabilities Support for both synchronous and asynchronous operations Extensible architecture for adding …  ( 4 min )
    OAuth or JWT? Everything Developers Need to Know in 2025
    https://www.nilebits.com/blog/2025/05/oauth-jwt-everything-need-know-2025/ Whether you’re developing a microservices architecture, a mobile backend, or a SaaS product, understanding the key differences and practical implementations of OAuth and JWT will help you design more secure and scalable systems. What is OAuth? Key Features What is JWT? Key Features OAuth and JWT: Are They the Same? OAuth can use JWT as the format for access tokens, but it doesn’t have to. Similarly, JWTs can be used independently from OAuth for custom authentication systems. When to Use OAuth You need delegated authorization You want stateless session management Example Flow: Install Required Packages npm install express passport passport-google-oauth20 jsonwebtoken dotenv OAuth Strategy Setup const passport…  ( 5 min )
    Türkiye'nin Dijital Nabzı: Haberdizayn.com, Aktuel.net ve Abdulkadirgungor.com Üzerinden Çevrimiçi Dünyaya Bir Bakış
    Günümüz dünyasında internet, bilgiye erişimin, haberleşmenin, eğlencenin ve profesyonel gelişimin anahtarı konumunda. Türkiye'nin dinamik dijital ekosistemi de bu genel eğilimi yansıtarak her geçen gün büyüyor ve çeşitleniyor. Bu geniş yelpazede, farklı amaçlara hizmet eden, farklı kitlelere seslenen sayısız web sitesi bulunuyor. Bu yazıda, Türkiye'nin çevrimiçi ortamında dikkat çeken üç farklı platformu mercek altına alacağız: haberdizayn.com ve aktuel.net gibi haber ve güncel içerik sunan portallar ile abdulkadirgungor.com gibi kişisel uzmanlık ve bilgi paylaşımına odaklanan bir web sitesi. Bu üç site, kendi kulvarlarında önemli birer oyuncu olmalarının yanı sıra, bir araya geldiklerinde Türkiye'deki dijitalleşmenin farklı yüzlerini ve internetin sunduğu çeşitliliği gözler önüne seriyorl…  ( 6 min )
    Unveiling GNU General Public License 1.0: A Holistic Exploration of Open Source Licensing Principles
    Abstract: This post offers a comprehensive deep dive into GNU General Public License 1.0 (GPL 1.0) and its far‐reaching impact on the open source ecosystem. We explore its historical origins, core features, practical applications, challenges, and emerging trends. Emphasizing key concepts such as copyleft, dual licensing, and fairness for developers, this post also integrates additional relevant information on modern funding models—including blockchain solutions—and contrasts GPL 1.0 with other licensing alternatives. Drawing on authoritative resources like the Free Software Foundation, the official GNU General Public License 1.0 text, and expert insights from Dev.to posts, this article offers technical yet accessible insights into the evolving landscape of open source licensing and fair c…  ( 9 min )
    Weekly Challenge: Compare the Average
    Weekly Challenge 321 Each week Mohammad S. Anwar sends out The Weekly Challenge, a chance for all of us to come up with solutions to two weekly tasks. My solutions are written in Python first, and then converted to Perl. It's a great way for us all to practice some coding. Challenge, My solutions You are given an array of numbers with even length. Write a script to return the count of distinct average. The average is calculate by removing the minimum and the maximum, then average of the two. The first thing to observe is this task mentions numbers, and not integers. And it's a well known fact that the average of 0.2 and 0.4 is not 0.3 >>> (0.2 + 0.4) / 2 0.30000000000000004 To mitigate this, I use the decimal module in Python, and the bignum module in Perl. Both of these will handle non…  ( 5 min )
    OpenAI Codex vs GPT
    OpenAI Codex is a specialized AI model fine-tuned from GPT-3, designed specifically for understanding and generating code. While GPT-3 is a general-purpose language model, Codex is optimized for programming tasks and supports over a dozen languages, including Python, JavaScript, and Go. Key Differences (Tabular Overview): Feature GPT-3 Codex Purpose General language generation Code understanding and generation Training Data Text from the internet Text + public GitHub code repositories Output Natural language Code + natural language Use Cases Chatbots, content writing GitHub Copilot, code translation/autocomplete API Integration General API usage IDE and dev tool integration Premium Feature Yes (GPT-4, ChatGPT Plus) Yes (GitHub Copilot, Codex API) Specifications: Based on GPT-3 with additional fine-tuning. Understands both natural and programming languages. Powers premium services like GitHub Copilot. Offers real-time contextual coding support. TL;DR: Further Reading: OpenAI Introducing Codex  ( 3 min )
    Intro to accessibility testing
    You’ve probably already heard we should make all our front-end work accessible. It helps make sure everyone can have the best experience when using the digital services, products, or platforms we've created. But how do we know whether our work is accessible? The most efficient way is to make testing part of our routine. In this post I'll share some freeby tools and strategies that I use from my local dev environment and that you can start using today. First, I check the page being tested with a browser extension. This is the best way to catch the most obvious issues. The three browser extensions recommended by gov.uk are: WAVE axe DevTools ArcToolkit Although it is not a browser extension, the Lighthouse tab in the Chrome DevTools is also useful and will give you similar results. It's impo…  ( 5 min )
    Junior vs Mid vs Senior Developer: What’s the Real Difference?
    “Same title. Same job. Very different outcomes.” If you've ever worked on a dev team, you’ve probably noticed it: not all developers with the same title operate at the same level. Some juniors write better code than mids. Some seniors… well, are just loud middles. So what actually separates a junior developer from a mid-level or senior engineer? Is it years of experience? Code quality? Confidence in meetings? Let’s break it down — responsibilities, problem-solving, communication, mentorship, and growth — with real-life examples and actionable takeaways you can use to level up. Focuses on executing clearly defined tasks. Needs help understanding project context. Often asks, “What should I do next?” 🧠 Scenario: Sarah, a junior dev, gets a ticket: "Add a 'Forgot Password' button." Sh…  ( 5 min )
    Why Linking your Test Scripts with the Test Management Tool is a Game-Changer!
    Let’s talk about something that often gets overlooked in the hustle of automation, syncing your automated test scripts with your test management system! You might think, “Eh, my tests run fine. I’ve got my green ticks on the pipeline. Why bother?” Well, hold onto that thought, because today I’m going to show you why this link is not just a nice-to-have but a superpower for your test automation efforts! What do I mean by Linking? At its core, linking means there’s a direct connection between the test cases you’ve written in your test management tool (like TestRail, Azure Test Plans, XRay, etc.) and the actual automation scripts you’ve coded up in your framework (Cypress, Playwright, Selenium — you name it). This sync can be manual (you link test IDs in your scripts) or fully automated. Wh…  ( 6 min )
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    From Beginner to Pro: Docker + Terraform for Scalable AI Agents Karan Verma for Docker ・ May 3 #docker #terraform #aideployment #mlops  ( 2 min )
    Rediscovering ACID – The Foundation of Reliable Databases
    As engineers, we use transactions all the time — BEGIN, COMMIT, and maybe a rollback if things go south. But recently, I realized I hadn’t truly internalized what makes those transactions reliable. That curiosity led me to revisit the ACID properties — a foundational concept we all learn early on but rarely pause to deeply understand. What started as a quick refresher turned into a deep dive into atomicity, consistency, isolation, and durability, and how real databases like PostgreSQL and MySQL implement them. Along the way, I discovered that one core mechanism — the Write-Ahead Log (WAL) — is key to both Atomicity and Durability, playing a foundational role in keeping transactions safe and recoverable. In this first part of a multi-part series, I’ll walk through what each property means, …  ( 5 min )
    Python for Oracle on ARM Linux | Part 2 - "shell like" SQL scripts
    { Abhilash Kumar Bhattaram : Follow on LinkedIn } NOTE : The blog examples is on ARM Linux but almost the same works for x86 if as long as you have the required miniconda environment. In traditional DBA workflows, shell scripts are commonly used to automate database tasks such as executing SQL files, capturing logs, and scheduling jobs. However, this blog demonstrates how Python can serve as a modern and powerful alternative to shell scripting for Oracle DBAs. By leveraging Python’s subprocess module, we show how to run SQL*Plus commands, manage SQL script execution, redirect output to spool files, and even handle background processes—all within a clean and maintainable Python environment. This approach not only improves readability and cross-platform compatibility but also enables integr…  ( 8 min )
    Pourquoi votre code python ne marche plus sur votre serveur
    Vous avez préparé pendant des heures votre code python, vous l'avez testé et retesté sur votre poste. Et là, vous le déployez sur votre serveur et... il ne marche plus. Vous avez même suivi et appliqué les conseils de la vidéo précédente sur les dépendances python, mais en réalité ça vous permet de faire du code qui marche tout le temps sur une même machine. Alors que c'est il passé ? Dans cette vidéo je vous montre comment faire du code python qui marche partout. Lien vers la vidéo précédente, que je vous conseille de voir avant : https://youtu.be/2NkTdQI2G_0 https://neuronaddict.org/2025/01/19/pourquoi-votre-code-python-ne-marchera-plus-dans-2-mois/ Le code des exemples: https://codeberg.org/neuronaddict/generic-assistant --- Chapitres 00:00 Intro --- Liens uv: https://docs.astral.sh/uv/ Merci à Punch Deck pour le générique : "I can't Stop" / https://soundcloud.com/punch-deck  ( 3 min )
    Avoid Memory Leaks in Angular When Using takeUntil with Higher-Order RxJS Operators
    When working with Angular and RxJS, takeUntil is a common operator for unsubscribing from observables, especially in component lifecycle management. However, if you're using takeUntil incorrectly with higher-order mapping operators like mergeMap, switchMap, concatMap, exhaustMap, you may still end up with memory leaks. A common mistake is placing takeUntil before a higher-order operator in your observable pipeline. This seems logical, but it doesn't always behave as expected. When takeUntil is upstream of a higher-order operator, it won't effectively unsubscribe the inner subscription created by that operator. this.counterB$.pipe( takeUntil(this.destroySubject), mergeMap((value) => this.counterA$) ).subscribe(...); In the example above, the outer observable (counterB$) is unsubscribed…  ( 4 min )
    3 Tier App Deployment on AWS EC2
    Mengikuti program AWS re/Start 11 adalah sebuah progress yang sangat signifikan. Berbekal dari materi yang diajarkan dan searching di Internet, saya mencoba untuk membuat proyek deployment pada akun AWS. Untuk arsitektur yang saya terapkan sama seperti pada gambar di atas. Sangat sederhana, tapi semua dilakukan dengan cara manual. Setup Networking Setup 3 buah EC2 Instances Setup services di masing-masing Instances Setup Networking Saya menggunakan cara manual, pertama buat VPC. Pastikan pilih VPC Only. Untuk CIDR Block saya tidak terlalu saya atur, disini saya mencoba pakai yang biasanya banyak digunakan oleh orang, yaitu 10.0.0.0/16. yang berarti bahwa dari CIDR block tersebut mampu menampung 65.534 IP Addresses. Bisa dipecah lebih kecil agar komunikasi jaringan lebih…  ( 6 min )
    Looker vs Tableau: A Comparative Overview
    When it comes to data visualization tools, the Looker vs Tableau debate remains at the forefront of business intelligence discussions. These industry-leading platforms offer distinct approaches to transforming raw data into actionable insights through dashboards and visual analytics. Tableau excels in providing flexible, user-driven visualization options. Looker's structured approach using LookML ensures consistent data modeling across organizations. Both tools face growing competition from emerging generative AI solutions, which are reshaping how businesses interact with and visualize their data. Understanding the key differences between these platforms is crucial for organizations seeking to make informed decisions about their data visualization strategy. At its core, Looker operates th…  ( 4 min )
    How to install OpenTelemetry PHP Extension in VirtualMin
    Login to ssh to your virtualmin server using root user. cd /usr/local/src sudo git clone https://github.com/open-telemetry/opentelemetry-php-instrumentation.git cd opentelemetry-php-instrumentation/ext phpize8.2 ./configure --with-php-config=/usr/bin/php-config8.2 make sudo make install echo "extension=opentelemetry.so" | sudo tee /etc/php/8.2/mods-available/opentelemetry.ini sudo phpenmod -v 8.2 opentelemetry sudo systemctl restart php8.2-fpm php8.2 -m | grep opentelemetry  ( 3 min )
    What is GO
    GO or GOlang Introduction Go(or GoLang) is a popular low-level programming language developed by Google in 2007. And that's what we are going to cover in this blog. What is GO? How was it developed? Why should you consider learning GO? So let's not waste our time and jump in. GO is a general-purpose programming language. It is statically typed and compiled. It is known for its simplicity of syntax and a better developer experience than other programming languages in the same niche, like: C C++ Rust A statically typed language is one where the type checking is completed at compile time, meaning the data type of each variable (string, integer, etc.) is known before the program runs and cannot be changed afterwards. Many people get confused and think that GO is both statically and dynamically typed because: x := 2 //Dynamically declared (GO's Type interface decides the type). var y int = 4 //Statically declared. Both ways can be used to declare variables in GO. But then why do we say it's statically typed? Because in a statically typed language like GO, you cannot do: x := 2 and then x = "two". Doing this will cause a compilation error. But in dynamically typed languages like JavaScript, you can do the same thing as x = 2 x = 'two' console.log(x) And it will work fine. GO was developed by Google in 2007. The designers wanted to address the issues they felt with the language they used at that time, but keep their useful characteristics. Go was publicly announced in November 2009, and the first version was released in 2012. Now, this language is actively used in the world. It’s Simple and easy, unlike Rust, C++, and C. First Class Concurrency Performance Proven Track Record + Job Demand And that's why you should prefer learning GO. Upcoming: Getting started with GO Variables and GO Selfish_Dev Drop your thoughts down in the comments Till then, stay Awesome and stay Selfish.  ( 4 min )
    The process of creating an effective Application Security Program: Strategies, methods, and Tools for Optimal outcomes
    To navigate the complexity of contemporary software development requires a robust, multifaceted approach to application security (AppSec) that goes beyond the simple scanning of vulnerabilities and remediation. A proactive, holistic strategy is required to integrate security into every stage of development. The ever-changing threat landscape and increasing complexity of software architectures are driving the need for a proactive and comprehensive approach. gen ai tools for appsec This comprehensive guide delves into the most important components, best practices, and the latest technologies that make up a highly effective AppSec program that empowers organizations to secure their software assets, reduce risks, and foster an environment of security-first development. The underlying principl…  ( 7 min )
    How does quoting works in ArkScript macros?
    The other night, I was talking about meta programming to other developers, and at one point someone asked how macros could be used to do meta programming. They were probably thinking about C type of macros, which are powerful but are just text processor tools. Using macros you could have the following code: double Compute() { // doing something return result; } and transform it into: double Compute() { if (_cache.GetValue(out var result) return result; // doing something _cache.SetValue(result); return result; } They are a tool to manipulate code, with code. It allows one to write generic code and have the compiler do the heavy lifting and monomorphize your code. What's meta programming? According to Wikipedia, it's a computer programming technique in which computer progr…  ( 4 min )
    Comprendre IngressNightmare par l’exemple.
    Est ce qu’avoir un cluster exposé suffit à être vulnérable à IngressNightmare ? En fait ça dépend. Alors qu’est ce qui fait qu’on est vulnérable et surtout, qu’est ce qu’il faut patcher en premier ? Lorsque la faille IngressNightmare a été médiatisée, j’ai cru au début qu’il suffisait d’un accès à un endpoint HTTP derrière un nginx dans kubernetes pour risquer de se faire attaquer. Mais en fait pas exactement. C’est plus compliqué mais c’est surtout une faille moderne, dans le sens où elle implique une chaînes de plusieurs problèmes qui n’ont pas l’air si graves pris un à un. Attention je n’ai pas dit qu’il ne faut rien faire ! Je veux surtout que vous compreniez la faille pour être en mesure de la corriger efficacement. Comme toujours, vous pourrez télécharger les exemples et tester chez vous pour mieux comprendre comment ça marche. — Chapitres — 00:00 Intro Liens : L’article de la faille : https://www.wiz.io/blog/ingress-nginx-kubernetes-vulnerabilities https://docs.k3s.io/installation/packaged-components https://developer.hashicorp.com/vagrant https://docs.nginx.com/nginx-ingress-controller/ https://nginx.org/en/docs/http/ngx_http_core_module.html#client_body_in_file_only  ( 3 min )
    Mastering the Art of Code Reviews: A Guide for Developers at Every Level
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    Inside the Legend of Red Rooms
    Red Rooms: Myths and Realities In the dark corners of the internet, urban legends and myths often circulate, capturing the imagination and curiosity of users. One such legend is the concept of "Red Rooms." This article aims to shed light on what Red Rooms are purported to be, the myths surrounding them, and the importance of digital safety and ethical online behavior. Red Rooms are often described in online forums and urban legends as secret, invite-only websites where users can pay to watch or participate in violent and illegal activities, including torture and murder, streamed live. The name "Red Room" is said to come from the color of the blood that is allegedly spilled during these acts. The myths surrounding Red Rooms are numerous and often sensationalized. Some of the common claims…  ( 4 min )
    Project KARL - AI
    Hello Readers It's day #22 of building KARL - AI. Update: Project is in Early-Stage Development. Documentation is going on parallelly. Explore more here  ( 2 min )
    Top 10 Free Resources to Learn C# in 2025
    📘 Top 10 Free Resources to Learn C# in 2025 Whether you're starting from scratch or aiming to polish your object-oriented skills, C# is one of the most powerful and versatile languages to master. Here's a curated list of the best free resources to learn C# — practical, beginner-friendly, and up-to-date. The official and most structured platform for learning C#. Covers fundamentals, OOP, LINQ, .NET, and more. 👉 learn.microsoft.com 2. 📺 freeCodeCamp – C# Full Course (YouTube) A complete beginner-to-pro video. Taught in an easy, hands-on manner with live code examples. Perfect for visual learners. Lightweight and interactive lessons. Great for quick practice and syntax reference. 👉 w3schools.com/cs 4. 📗 C# Yellow Book by Rob Miles Free university-level book. Written in a fun, approachable tone. Ideal for grasping programming concepts deeply. Practical, project-based learning experience. Type and run code in-browser. Offers certification for premium users. Search for free beginner courses like: “C# Basics for Beginners” by Mosh Hamedani Look out for periodic free enrollments. Focused code examples and benchmarks. Great for intermediate-level problem solving. Especially useful for performance comparisons. Legendary C# + Unity tutorials. Explains programming logic beautifully — even for non-gamers. Perfect for creative coders. Interactive lessons + social community. Learn C# anywhere, anytime. Built-in code playground included. Concise, example-rich articles. Excellent for revision and practice problems. Combine Microsoft Learn + freeCodeCamp + DotNetPerls for the ultimate beginner-to-pro roadmap. Keep building projects along the way and explore .NET ecosystem once you’re comfortable with the syntax. Let C# be your gateway to Windows apps, Unity games, backend APIs, and more. My blog  ( 3 min )
    How to Stand Strong Against Cyberbullying
    How to Cope with Cyberbullying In the digital age, cyberbullying has become a prevalent issue affecting individuals of all ages. Cyberbullying involves the use of digital platforms to harass, threaten, or embarrass someone, and it can have serious emotional and psychological consequences. Knowing how to cope with cyberbullying is essential for protecting your mental health and well-being. Cyberbullying can take many forms, including: Harassment: Sending offensive, rude, or insulting messages. Exclusion: Intentionally excluding someone from online groups or activities. Outing: Sharing someone's private or embarrassing information without their consent. Impersonation: Pretending to be someone else to damage their reputation. Cyberstalking: Repeatedly sending messages that include threats o…  ( 4 min )
    🚀 Week 3 of My DevOps Journey: Linux Mastery & Cloud Exploration
    This week was all about diving deeper into the DevOps ecosystem — mastering Linux basics inside VMs and Git Bash, and stepping into the world of cloud computing with AWS EC2. 🔍 What I Learned This Week: 💻 Linux Command Line Essentials 🌐 Working with Git Bash ☁️ Introduction to AWS EC2 🧠 Resources That Helped Me: 📘 Linux Command Line for Beginners 📺 AWS EC2 Beginner Tutorial https://www.youtube.com/watch?v=T2GRZxYrzGk 🔐 Connect to EC2 via Git Bash (SSH) https://www.youtube.com/watch?v=57TCFZG08oM 🛠️ Tasks Completed: ✔️ Practiced file and directory operations in Linux VM & Git Bash. ⚠️ Common Errors & Solutions: ❌ Error 💡 Solution Linux is the backbone of DevOps, and Git Bash bridges the gap on Windows. Learning how to work with real cloud servers on AWS EC2 made DevOps feel real. If you're just starting out — don’t skip the basics. They compound fast. Let’s connect if you’re learning AWS, Linux, or exploring DevOps tools! DevOps #AWS #Linux #GitBash #EC2 #ShellScripting #CloudComputing #100DaysOfDevOps #LearningInPublic #TechJourney #BeginnerFriendly  ( 3 min )
    Why I’m Building a Dopamine Tracker
    In early 2025, I realized something uncomfortable: I was spending hours every day switching between tabs, endlessly scrolling, and jumping between distractions — and I didn’t even realize how often it was happening. Like many developers and students, I use a computer all day. But I noticed a pattern of compulsive behavior that wasn’t productive. I wasn’t just “working online.” I was switching contexts 50+ times an hour — email, YouTube, Reddit, docs, social media, GitHub… repeat. I wanted to understand my dopamine loops — those invisible triggers and habits that push me to seek micro-hits of pleasure instead of focusing on deep work. That’s why I started building Dopamine Tracker — a minimal, privacy-focused tool that: tracks online behavior via a browser extension, stores it in a Supabase backend, and visualizes patterns through a React dashboard. It’s not about guilt or blocking websites — it’s about insight and agency. Right now, the extension logs: Active tab time App switches and focus changes Time-of-day usage Top “dopamine drivers” (based on frequency + context) Everything is stored locally in local storage as for the alpha stage. I’m sharing this journey to: document the technical process (React, Supabase, browser APIs), reflect on design choices and architecture, connect with others working on similar problems. If you’ve ever found yourself working but not really working — this project might speak to you. In the coming weeks, I’ll share devlogs on: implementing dopamine tracking and scoring algorithms designing the extension UI, building the analytics dashboard, Thanks for following along. Let’s see where this goes. Stay mindful, stay focused. — Pietrell  ( 3 min )
    Python Monorepos & the Polylith Developer Experience [video]
    What if writing software would be more like when building things with LEGO bricks? For me, a more playful and productive Developer Experience is all about writing & experimenting with code - without the hassle. A productive setup should also let us make design decisions while learning what to actually build, and allow changes during the way. The Polylith Architecture solves this in a Nice and Simple way. I am the developer of the Open Source tooling for Polylith in Python. In this video from FOSDEM 2025, I go through the basics of the Polylith Architecture & the Developer friendly tooling for a joyful and hassle-free Python Experience. References docs at GitHub  ( 3 min )
    The process of creating an effective Application Security Programme: Strategies, practices and tools for the best outcomes
    AppSec is a multifaceted, comprehensive approach that goes well beyond simple vulnerability scanning and remediation. The constantly changing threat landscape, along with the speed of innovation and the increasing complexity of software architectures calls for a holistic, proactive strategy that seamlessly integrates security into all phases of the development lifecycle. This comprehensive guide explores the key components, best practices and cutting-edge technology that comprise an extremely effective AppSec program, which allows companies to secure their software assets, mitigate threats, and promote a culture of security-first development. The success of an AppSec program is built on a fundamental change in mindset. see security options Security must be seen as an integral component of…  ( 7 min )
    How AI is Going to Disrupt Cloud Computing
    How Artificial Intelligence is Revolutionizing Cloud Computing: The Coming Disruption 🚀 The synergy between Artificial Intelligence (AI) and Cloud Computing is no longer a futuristic fantasy; it's rapidly becoming the defining force of the digital era. Cloud computing provides the scalable infrastructure and vast datasets that fuel AI development and deployment, while AI is poised to fundamentally alter how we use, manage, and interact with the cloud. This powerful convergence is setting the stage for significant disruption across the entire cloud landscape. One of the most immediate disruptions is the integration of AI directly into cloud services. Cloud providers are embedding AI capabilities into their offerings, making them smarter, more efficient, and more user-friendly. Examples: AI…  ( 5 min )
    How to create an effective application security Programme: Strategies, practices, and Tools for Optimal results
    The complexity of contemporary software development requires a comprehensive, multifaceted approach to security of applications (AppSec) that goes beyond the simple scanning of vulnerabilities and remediation. A proactive, holistic strategy is needed to incorporate security into every phase of development. The constantly evolving threat landscape as well as the growing complexity of software architectures are driving the need for a proactive, comprehensive approach. This comprehensive guide outlines the key elements, best practices and cutting-edge technology that help to create the highly effective AppSec programme. It helps organizations increase the security of their software assets, mitigate risks, and establish a secure culture. The success of an AppSec program is built on a fundamen…  ( 7 min )
    New Project: Markdown TOC Generator 📑
    Check out the project on GitHub to get started! Hey everyone 👋 Imagine you're working on a long Markdown document and need a table of contents to keep track of all the headings. Or you're writing a blog post and want an easy way to generate the TOC in Markdown. I’ve run into these problems too, which is why I created this Markdown TOC Generator. This tool automatically generates a Table of Contents (TOC) for your Markdown files based on the headers. You can customize the TOC's title, numbering style, and format—whether HTML or Markdown. Plus, you can even add a "Back to Top" link to make navigation easier, especially in long documents. Customizable TOC: Adjust the title, numbering style, and more. Automatic Header Detection: The TOC is built from your document’s headers (#, ##, etc.). Mul…  ( 4 min )
    block-inspect: A Lightweight JavaScript Utility to Deter Inspect Elements & Protect Your Website Content
    If you’ve ever sought a straightforward method to deter users from accessing browser developer tools, disabling right-click context menus, and preventing copy/paste or text selection on your site — look no further! I’m excited to share my new npm package: block-inspect. block-inspect is a straightforward JavaScript utility designed to deter casual users from inspecting your web page's source code or content by: Blocking common keyboard shortcuts used to open developer tools (e.g., F12, Ctrl+Shift+I). Disabling right-click context menus. Preventing text selection and copy/paste actions (optional). Allowing customizable options for what to block or allow. Easy to integrate with just one import and function call. Lightweight and dependency-free. Highly customizable via options. Improves conte…  ( 4 min )
    Complete Overview of Generative & Predictive AI for Application Security
    Artificial Intelligence (AI) is revolutionizing the field of application security by enabling heightened bug discovery, automated testing, and even self-directed attack surface scanning. This write-up delivers an in-depth discussion on how AI-based generative and predictive approaches are being applied in the application security domain, crafted for AppSec specialists and executives in tandem. We’ll explore the evolution of AI in AppSec, its modern capabilities, obstacles, the rise of “agentic” AI, and prospective developments. Let’s begin our journey through the foundations, present, and prospects of artificially intelligent AppSec defenses. Origin and Growth of AI-Enhanced AppSec Early Automated Security Testing Progression of AI-Based AppSec A notable concept that emerged was the Co…  ( 11 min )
    Relational vs Document-Oriented Database for Software Architecture
    Relational vs Document-Oriented Database for Software Architecture What I go through in here is: Super quick refresher of what these two are Key differences Strengths and weaknesses System design examples (+ Spring Java code) Brief history In the examples, I choose a relational DB in the first, and a document-oriented DB in the other. The focus is on why did I make that choice. I also provide some example code for both. In the strengths and weaknesses part, I discuss both what used to be a strength/weakness and how it looks nowadays. The two most common types of DBs are: Relational database (RDB): PostgreSQL, MySQL, MSSQL, Oracle DB, ... Document-oriented database (document store): MongoDB, DynamoDB, Cassandra, CouchDB... The key idea is: fit the data into a big table. The columns are pr…  ( 9 min )
    Circuit Breakers: Fail Gracefully
    Introduction: Saving Systems from Cascading Chaos What happens when one failing service brings down your entire application? In 2022, a major streaming platform suffered a 6-hour outage because a single overloaded microservice triggered a domino effect, costing millions in revenue. Circuit breakers are the unsung heroes of resilient systems, preventing such cascading failures by gracefully handling errors and giving services time to recover. Whether you're a beginner building your first app or a seasoned engineer designing distributed systems, mastering circuit breakers is key to creating robust, fault-tolerant applications. This article is your ultimate guide to circuit breakers, following a developer’s journey from system crashes to resilient architectures. With clear Java code, flow c…  ( 10 min )
    MCP Is to AI What REST Was to the Web: Understanding the Model Context Protocol
    Introduction The next generation of AI assistants is here — and they’re not just smarter, but far more connected. At the heart of this evolution lies the Model Context Protocol (MCP), an open standard introduced by Anthropic in November 2024. Much like how REST transformed the web by standardizing communication between services, MCP aims to do the same for AI by enabling seamless, scalable access to data and tools across platforms. Why We Needed MCP Despite their sophistication, most AI models operate in isolation. Critical information is often trapped in disconnected silos — internal databases, legacy systems, and proprietary tools. Integrating AI assistants with these sources required bespoke connectors, resulting in the infamous N×M integration problem: every new model needed custom cod…  ( 6 min )
    Deep Copy vs Shallow Copy in JavaScript: Complete Guide
    Understanding Object References in JavaScript Have you ever changed something you thought was a separate copy, only to find you messed up the original data too? Yeah, that happens a lot if you don't get how JavaScript handles different kinds of copying; deep copy vs shallow copy. JavaScript has these two main ways it thinks about data: by value and by reference. Simple stuff like numbers, strings, booleans, null, and undefined are value types. When you copy them, JavaScript just makes a whole new one. A separate thing entirely. Changing the new one never affects the old one. let a = 10; let b = a; // b gets a copy of the value 10 b = 20; console.log(a); // Output: 10 (a is unchanged) However, objects, arrays, and functions are reference types. When you assign one variable to another, yo…  ( 10 min )
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    Optimizing Docker Image Builds for Speed & Efficiency Karan Verma for Docker ・ Apr 4 #docker #devops #softwareoptimization #containerization  ( 2 min )
    😄 Built a fun little project to calculate how ancient you are... and sneakily learned Docker in the process!
    This is a basic Go lang project that shows your age if you know your birth year. In this, you have to input your birth year, and it will take the current year automatically. By using the formula Current Year - Birth Year, it shows your current age. This project is mainly intended to learn how to containerize an application. It is not a Go-focused project but mainly Docker-focused instead. A Dockerfile will be created to build a Docker image and run it inside a container. Once containerized, the application can be run easily using Docker commands on any system that supports Docker, regardless of the host environment. This helps demonstrate the power of containerization and the portability it brings to software development. The project will also serve as a base to practice Docker fundamentals like: -> Writing a Dockerfile -> Building a lightweight image for a Go application -> Running the image as a container -> Understanding how to manage input/output inside the container Overall, this project provides a practical, beginner-friendly example of containerizing a simple application — making it a great starting point for learning Docker and DevOps workflows. Setup and Usage https://github.com/kartik-paliwa1/Know-Your-Age 📝Step 2: Create a Dockerfile: WORKDIR /app COPY . . RUN go build -o age-calculator Main.go CMD ["./age-calculator"] 🛠️ Step 3: Build the Docker Image (-t age-calculator: Tags the image with a custom name ▶️ Step 4: Run the Docker Container When prompted, enter your birth year inside the container and see your age output. Refer to my Github repository for my project : [https://github.com/kartik-paliwa1/Know-Your-Age]  ( 3 min )
    I tried Strands Agent
    One day before AWS release Strands Agent. https://aws.amazon.com/blogs/opensource/introducing-strands-agents-an-open-source-ai-agents-sdk/ Like OpenAI Agent SDK and Google's Agent Development Kit, you can easily create agents. We use uv to manage Python module versions. uv init uv add strands-agents strands-agents-tools boto3 The Following code is call mcp-server-fetch MCP Server from strands import Agent from mcp import stdio_client, StdioServerParameters from strands.tools.mcp import MCPClient from strands.models import BedrockModel import boto3 def main(): session = boto3.Session( region_name='us-west-2', ) bedrock_model = BedrockModel( model_id="us.anthropic.claude-3-5-haiku-20241022-v1:0", boto_session=session ) stdio_mcp_client = MCPClient(l…  ( 4 min )
    Deep Dive into the JavaScript Compiler Pipeline
    Deep Dive into the JavaScript Compiler Pipeline Introduction The JavaScript language has evolved significantly since its inception in 1995. With advancements in the ECMAScript standard and continuous improvements to web technologies, JavaScript's role has expanded from a simple scripting tool to a sophisticated language that powers complex applications in various environments. This evolution necessitates a robust compiler pipeline that transforms JavaScript code into an executable format. In this article, we embark on a detailed exploration of the JavaScript compiler pipeline, its historical context, architecture, collaborative ecosystems, edge cases, performance optimizations, and advanced debugging strategies. The history of JavaScript compilation traces back to its first it…  ( 6 min )
    How to setup Void IDE in Linux
    What Is Void IDE? Void IDE is an open-source alternative to Cursor, licensed under Apache 2.0 and hosted on GitHub. It was born as a fork of the VS Code codebase, retaining full extension and theme compatibility so you can migrate seamlessly. Void ships with Agent Mode (full read/write file operations), Gather Mode (read-only code exploration), and standard AI-powered completions—all locally controlled. Before installing Void IDE, make sure you have the following: Ubuntu 18.04+ (Desktop or Server). A user with sudo privileges. 200 MB of free disk space for the IDE itself. Ollama installed and running locally for LLM hosting: Install via Homebrew: brew install ollama Or via the official Linux script: curl https://ollama.com/install.sh | sh Verify and pull a model (e.g., llama2): olla…  ( 4 min )
    Mark Zuckerberg Wants Developers to Build Smarter, With Meta AI
    Mark Zuckerberg is no stranger to reshaping the digital landscape. From connecting billions through Facebook to pioneering virtual worlds in the metaverse, his vision has always been bold. Now, he’s calling on developers around the world to step into a new era—one that’s smarter, faster, and fundamentally transformed by artificial intelligence. At the heart of this evolution is Meta AI—a suite of powerful tools, open-source models, and developer-ready APIs designed to empower builders with next-generation capabilities. Zuckerberg’s message is clear: AI is no longer optional—it’s essential. Meta’s AI Strategy: Developer-Centric by Design Meta is adopting an open-source approach, in contrast to many AI tools that rely on expensive APIs or closed-source licenses. The Llama models, especially …  ( 5 min )
    ◼️7/100 Block-by-Block: Cross-chain fragmentation in Web3 data.
    One thing I learned about: Cross-chain fragmentation in Web3 data. Every blockchain is a separate ecosystem with its separate logic and data. Data fragmentation blocks direct data access between chains. Developers duplicate code across chains and integrate adapters from local infrastructure providers. IBC, one of the biggest interoperability networks, links 117 independent blockchains. 🔽🛠️Resources🔽 "The State of Cross-Chain Interoperability In 2024" (2024): https://ibcprotocol.dev/interoperability-report-2024 "State of Web3 Fragmentation: Addressing Web3's Biggest Problem & Its Solution" (2024): https://blog.particle.network/quantifying-the-impact-of-chain-abstraction-exposing-web3s-inefficiencies/ "Fragmentation" (2024): https://docs.plurality.network/concepts/web3-ux-challenges/fragmentation  ( 3 min )
    [Boost]
    Advanced Use Cases for Proxy in Data Validation Omri Luz ・ May 17 #javascript #programming #webdev #advanced  ( 2 min )
    TrendPulse: AI-Powered Social Media Intelligence Agent
    This is a submission for the Bright Data AI Web Access Hackathon I created TrendPulse, an intelligent AI agent that monitors social media platforms in real-time to detect emerging trends, track viral content, and analyze brand sentiment. TrendPulse transforms how marketers, content creators, and brand managers stay ahead of rapidly evolving social media conversations. The problem is clear: marketers and brand managers need to stay on top of rapidly changing social media conversations but struggle to monitor multiple platforms and identify meaningful signals amid the noise. Traditional monitoring tools are often platform-specific, rely on limited API access, and identify trends hours after they've peaked. TrendPulse solves this by leveraging Bright Data's infrastructure to access real-time…  ( 8 min )
    AI Tools for Content Creation on WordPress
    In 2025, creating content for WordPress has become easier and faster thanks to artificial intelligence (AI). From writing articles to generating images and optimizing SEO, AI tools save time, boost quality, and attract more visitors. 😎 Want to learn how to use AI to make your WordPress site shine? In this article, we’ll explore the best tools, their benefits, and how to integrate them with WordPress. Let’s dive in! 🚀 Benefits of AI for Content Creation on WordPress 🌟 Time savings: AI generates text, images, and even code in minutes, cutting hours of manual work. Top AI Tools for Content Creation Jasper AI ✍️ What is it? Jasper AI is a powerful tool for generating text, including blog posts, product descriptions, and social media content. It supports over 30 languages and adapts to your …  ( 6 min )
    Machine Learning for beginners
    Hello there and welcome again to yet another post on machine learning for beginners. Today I will walk you through one of the major field in data that is the talk of on everyone's lips. Machine learning. Today, we will have a look at what machine learning is, what problems require machine learning domain, how to know when to use machine learning and then we will wrap it by creating a simple regression model.(do not worry if you do not get what a model is or what regression involves I'll walk you through all the basics you need to understand machine learning more intuitively.) Lets get fraudy, shall we: That's a good place to start. So, what is machine learning? Machine learning is an art of programming computers so that they can learn from data. The part of machine learning that learns a…  ( 7 min )
    API Rate Limiting: Save Your Servers
    Introduction: The Hidden Threat to Your APIs In 2023, a leading e-commerce platform lost $10 million in revenue when its API crashed under a flood of 20,000 requests per second during a Black Friday sale. Could a simple technique have prevented this disaster? API rate limiting is the critical shield that protects your servers from overload, ensures fair usage, and keeps costs in check. By controlling how many requests clients can make, it prevents crashes, blocks abuse, and maintains a smooth user experience. This definitive guide is your roadmap to mastering API rate limiting, from beginner basics to cutting-edge techniques. Whether you’re a novice developer securing your first REST API or a seasoned architect scaling microservices, you’ll find practical Java code, flow charts, case stu…  ( 12 min )
    When Android Becomes Linux: The New Era of Mobile Computing
    Table of Contents Android’s Linux Roots: More Than Just a Kernel The New Wave: Native Linux on Android Devices Why This Matters for Power Users and Developers Under the Hood: How Google Is Making It Work What’s Next? The Future of Linux on Mobile Wrapping Up Most folks know Android is built on top of the Linux kernel, but for years, that connection was mostly under the hood. Android used its own flavour of the kernel, with Google adding custom patches and features for mobile hardware The result? Your phone was running Linux, but you couldn’t just open a terminal and start hacking away like you can on your favourite desktop distro. Android was Linux, but not “Linux Linux.” Fast-forward to 2025, and things are changing-fast. Google is now rolling out native Linux t…  ( 4 min )
    Understanding the Key Differences Between IQueryable and IEnumerable
    In the world of .NET development, understanding the differences between IQueryable and IEnumerable is crucial for optimizing application performance and ensuring efficient data querying. In this article, we will explore the fundamental differences, their use cases, and best practices for leveraging each interface effectively. 🔍 What is IEnumerable? IEnumerable is an interface that allows you to iterate over a collection of objects. It is defined in the System.Collections namespace and works best with in-memory data collections like lists or arrays. Key Characteristics: 1- In-memory Processing: All operations with IEnumerable are performed in memory. 2- Deferred Execution: It supports deferred execution, meaning the query is only executed when you iterate over it (e.g., with foreach). 3-…  ( 4 min )
    Common Malware Types
    Common Malware Types Introduction: Malware, short for malicious software, encompasses various programs designed to damage, disrupt, or gain unauthorized access to computer systems. Understanding common malware types is crucial for effective cybersecurity. Prerequisites: A basic understanding of computer operating systems and network protocols is helpful, though not strictly necessary to understand the core functionality of these malware types. Types of Malware: Viruses: These self-replicating programs attach themselves to other files and spread when those files are executed. They can range from relatively harmless annoyances to highly destructive. Example: A virus might add itself to every .doc file on a system. Worms: Unlike viruses, worms can replicate independently and spread acr…  ( 4 min )
    Hi All - I am hoping to do freelancing as a website designer. Can you please the best suggest best platform or languages that I can work on [Both FRONT end and BACK]. Currently i know JS, HTML/CSS & bit of Next.js. Thank you in adv! :)
    A post by SwatiQFin  ( 3 min )
    7 Programming Mistakes I Made That Almost Destroyed My Projects (And How I Fixed Them)
    Everyone tells you how to write perfect code. But no one tells you how easy it is to mess things up, especially when you're just starting out. 1. Writing Code Without Planning Anything: I jumped straight into coding because I was too excited. The Result: Now, I sketch out a quick plan, even 10 minutes of thinking saves hours of debugging. 2. Copy-Pasting Stack Overflow Without Understanding: I copied a solution that worked—until it didn’t. The Result: I still use Stack Overflow, but I make sure I understand every line I paste. 3. Ignoring Git Until the Last Minute: I lost an entire day’s work because I forgot to commit. The Result: I commit after every major change and push regularly. Git is now my safety net. 4. Not Reading the Documentation: I wasted hours searching for answers that were literally in the first paragraph of the docs. The Result: First I read the docs, then surf the internet for information. Even the order of this matters. 5. Overengineering Everything: I tried to build “the perfect solution” with 10 extra features I didn’t need. The Result: Build version 1 very simple. Improve later. Launch ugly, improve fast. 6. Not Asking for Help: I stayed stuck on a bug for 3 days because I didn’t want to “look dumb” by asking help. It was a terrible mistake. The Result: I now ask questions early—online, Discord, dev forums. No shame in learning. 7. Testing Code in Production: I pushed code live without testing. The Result: I test locally, then deploy to staging, then go live. Never gonna skip testing again. Final Thoughts: Which one hit you the hardest? Drop it in the comments.  ( 4 min )
    Push Notifications: How Your App Speaks When It’s Sleeping
    What are Push Notifications ? Push notifications are messages sent from an app or website to a user's device, even when the app or site isn’t actively open. They appear as pop-up alerts, banners, or notification icons on devices like smartphones, tablets, and computers. The mechanism with which these "Push Notifications" work is usually the use of some sort of background processes, these processes maintain a persistent connection with the designated "Push Server" depending on their device (in the case of Native Push) or their navigator (in the case of Web Push). There's two types of Push Notifications: Native Push: This one usually is linked directly to the Operating System of the Device where Push notifications were activated, for example, Windows, MacOS, Android or IOS. Web Push: This …  ( 7 min )
    A Comprehensive Guide to Bug Hunting
    This guide provides a structured, step-by-step approach to bug hunting, focusing on reconnaissance, subdomain enumeration, live domain filtering, vulnerability scanning, and JavaScript analysis. It incorporates essential tools like SecretFinder, Katana, GetJS, Nuclei, Mantra, Subjs, Grep, and Anew to enhance efficiency and coverage. Gather information about the target to identify IP blocks, ASNs, DNS records, and associated domains. Tools and Techniques: ARIN WHOIS: Lookup IP blocks and ownership details. BGP.HE: Retrieve IP blocks, ASNs, and routing information. ViewDNS.info: Check DNS history and reverse IP lookups. MXToolbox: Analyze MX records and DNS configurations. Whoxy: Perform WHOIS lookups for domain ownership. Who.is: Retrieve domain registration details. Whois.domaintools: Adv…  ( 5 min )
    Building a No-Code Quant Backtesting Platform — My Journey Begins
    Hello! 👋 I’m working on a solo project to build a no-code quantitative trading backtesting platform — a tool that enables users to visually create trading strategies, backtest them on historical market data, and analyse their performance. I know nothing about Quantitative trading but I would like to learn about it just for fun. My own personal goal for this project is ultimately to learn more about quant and to try building a full project by myself. The reasoning behind making a visualiser in particular is because I find that visualisers are really helpful for understanding new concepts, the issue with quantitative trading however, is that there's a big learning curve and the majority of resources are hidden behind a paywall, making just learning the basics quite difficult without diving …  ( 4 min )
    How I went from a no name tech company to a 250k TC job at one of the biggest tech companies in the world.
    I used to work at a small startup in the midwest. Like real small. We had maybe 12 people total and I was doing backend stuff basically by myself. We built software for manufacturing companies and it was alright but kind of boring and nobody outside our town ever heard of us. I was there for a little over a year and felt like I was just stuck. I started thinking maybe I could get into a bigger company but I didn’t really know how to even start. I had a LinkedIn and a GitHub and I sent out resumes but I either got ghosted or got interviews I bombed. I could code fine but I would totally freeze on system design and I’d second guess myself a lot in interviews. Honestly I think I just lacked confidence and didn’t know how to play the game. Someone in a discord I was in mentioned "dedicated int…  ( 5 min )
    What Helped You Finally Understand PHP OOP Concepts?
    Object-Oriented Programming (OOP) in PHP can be confusing at first — especially if you're coming from procedural code. Concepts like classes, objects, inheritance, encapsulation, interfaces, and traits take some time to fully grasp. What was the turning point for you in understanding PHP OOP? Was there a project where OOP made things easier? Whether you’re just starting out or using OOP daily, share your journey, challenges, and tips that helped along the way. Let’s help beginners who are struggling to make the leap!  ( 3 min )
    Post and Pre Increment Operators
    Notes1: package IncrementOperators; public class Post { public static void main(String[] args) { int no = 1; no = no+1; //no+=1 --> no++; System.out.println(no); //2 } } output: Notes2: package IncrementOperators; public class Post2 { public static void main(String[] args) { int no = 1; System.out.println(no++); //no = no+1; Post Increment Operator System.out.println(no); //2 } } output: Notes3: package IncrementOperators; public class Post3 { public static void main(String[] args) { int no = 1; System.out.println(no--); System.out.println(no); } } output: Notes4: package IncrementOperators; public class Post4 { public static void main(String[] args) { int no = 10; System.out.println(no++ + no); } } output: Notes5: pack…  ( 4 min )
    Which JavaScript Loop Do You Use the Most and Why?
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    [Boost]
    Why Every Developer Should Master Kubernetes (And How to Start) Stella Achar Oiro for AWS Community Builders ・ May 12  ( 2 min )
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    ⬜️ AI told me to move to Estonia, so I’m eating bread now
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    Day 2 - Create the ShoppingCart component
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    Heroku AI is now GA
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    In modern React development, hooks like useEffect, useRef, and useState allow us to build elegant, reactive components with minimal boilerplate. In this article, we'll build a real-time mathematical simulation that visualizes the behavior of the sine function using React hooks and TypeScript. We’ll create a component called SineWaveTimer that: Simulates increasing angle values Computes the sine of those angles Displays the live results every second This is a simple, elegant way to demonstrate: How useEffect is used to manage side effects like timers How useRef can store mutable values that persist between renders How useState captures reactive UI state const [angle, setAngle] = useState(0); const [value, setValue] = useState(0); const timerRef = useRef(null); angle:…  ( 4 min )
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    DBMS Guide for MCU Bhopal BCA - Semester 2
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    Unveiling GNU Lesser General Public License 2.0: A Comprehensive Exploration and Future Perspectives
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    The Law of Attraction vs The Algorithm of Attention: Are We Manifesting or Just Being Tracked?
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    VarMQ Tuning Worker Pool
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    Mastering Mouse Events in React + TypeScript: Click, Drag, Hover and Beyond
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    Accessible PDF Tables and Complex Content
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    Unveiling GNU Free Documentation License 1.1: In-Depth Exploration and Future Outlook
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    Relational-n-back
    Check out this Pen I made!  ( 2 min )
    [Boost]
    How an API Works in a 2 min tutorial👨‍🏫📓. CodeWithDhanian ・ May 13 #api #webdev #programming #beginners  ( 2 min )
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    🚨 Say hello to EvoAgentX — The World’s First Self-Evolving AI Agent Framework
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    Building Worlds Without Frameworks: My Indie Dev Wins This Week
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    🚀 Introducing EvoAgentX: The World’s First Self-Evolving AI Agent Framework 🌐
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    Day 7/200 (full stack)
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    How AI is Changing Neurology: A Developer’s Perspective
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    Unveiling the Expat License: A Comprehensive Exploration into Open Source Fairness and Sustainability
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    🧠Finding Your Ideal AI Career Path: Which Field in Artificial Intelligence Suits You Best?
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    Variáveis e Tipos de Dados em Java
    Java é a linguagem de programação e plataforma de desenvolvimento nº 1. Ela reduz custos, acelera o desenvolvimento, impulsiona a inovação e melhora a performance de aplicações. Por isso, continua sendo a plataforma preferida por empresas e desenvolvedores ao redor do mundo. Presumo que você já tenha o Java instalado em seu computador. Caso contrário, recomendo pesquisar sobre o assunto. Dica: instale o JDK (Java Development Kit). 1. O que são Variáveis? Uma variável é um espaço na memória usado para armazenar dados que podem ser manipulados durante a execução de um programa. Em Java, toda variável possui: Nome: Um identificador único. Tipo: Define o tipo de dado que pode ser armazenado. Valor: O dado propriamente dito. Exemplo de sintaxe: tipo nomeDaVariavel = valor; Exemplo com String…  ( 4 min )
    My Journey with RSI
    My Journey with RSI A story about my experience with finger pain and how I overcame it. Every situation is different, but I hope this helps or informs you. The first half of the post is a weekly account of the experience and my attempts to fix this bug. The second half is the solution I found and the lessons learned. TLDR: If you want to jump straight to the climax and resolution, skip to The worst week - and the turning point (week 13) Trigger condition: Was walking to work in 7c winter mornings without wearing gloves or a jacket, followed by typing right afterward. At this time, I was writing 29 ESLint rules & accompanying tests (compared to regular coding, this involves more typing and fewer breaks for thinking). Typing for 9-12 hours a day, 7 days a week. In retrospect, I should have s…  ( 12 min )
    Types of dependencies in package.json file
    Let’s break down each type of dependency in package.json in detail: Dependencies ("dependencies") These are the essential packages required for your project to run in production. They are installed automatically when you run npm install or yarn install. Example: If you're building a React application, react and react-dom would be dependencies. Defined like this in package.json: "dependencies": { "react": "^18.0.0", "redux": "^4.1.0" } When you deploy your application, these packages are included. DevDependencies ("devDependencies") These packages are only needed during development (e.g., testing tools, linters, build tools). They won’t be included in the production build. Example: Testing frameworks like jest or bundlers like webpack. Installed with: npm instal…  ( 3 min )
    Operadores Bitwise em Golang
    Nos últimos dias venho estudando a linguagem Go e me deparei com um assunto que achei muito interessante: os operadores bit a bit. Como eu ainda não os conhecia bem, resolvi compartilhar o que aprendi com vocês. Além dos operadores de comparação já conhecidos && (E), || (OU), > (Maior que), etc., Golang possui assim como em outras linguagens os operadores bitwise, que são representados pelo símbolos &, |, ^, >>, representação binária final fmt.Println("a> - deslocamento à direita (right shift) Desloca os bits de a para a direita, descartando os bits da direita. // a = 0110 // a = 0110 >> 2 // a = 01 // a = 0001 -> representação binária final fmt.Println("a>>2: ", a>>2) // 1 E aí, gostou? Muito obrigado por ler!  ( 4 min )
    `pnpm` setting steps
    Why use pnpm Faster then npm More dist-efficient (uses symlinks and a content-addressable store) Strict by default (prevents dependency hoisting issues) pnpm npm install -g pnpm pnpm init This command creates a package.json file. Add a package: pnpm add Add a dev dependency: pnpm add -D Example: pnpm add react pnpm add -D typescript ts-node In package.json, define scripts like this: { "scripts": { "start": "node main.js", "dev": "vite" } } Then run pnpm start pnpm dev pnpm install (Shortcut: pnpm i) Remove a package pnpm remove Update packages pnpm update List installed packages pnpm list pnpm: pnpm creates a pnpm-lock.yaml instead of package-lock.json. If you're using a monorepo, pnpm handles it differently (via workspaces). You might want to delete node_modules and package-lock.json before switching to avoid conflicts: rm -rf node_modules package-lock.json pnpm install  ( 3 min )
    1931. Painting a Grid With Three Different Colors
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    Why I Design Like a Bit — Thoughts from a Structure-First Dev
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    Understanding DNS: How Domain Names Become IP Addresses
    Understanding DNS: How Domain Names Become IP Addresses In our previous blog post, we covered domains and their various aspects. Now, let's dive deeper into DNS (Domain Name System) - the backbone of internet navigation. DNS, or Domain Name System, is essentially a translator for the internet. Its primary function is simple yet crucial: it converts human-friendly domain names (like example.com) into machine-readable IP addresses that computers use to identify each other. Without DNS, you'd need to memorize numeric IP addresses instead of easy-to-remember domain names. Before we explore how DNS works, let's clarify two important roles that make the domain system possible: A registry is an organization that manages a specific top-level domain (TLD) For example, Verisign manages the .com an…  ( 8 min )
    HTTP & REST API Fundamentals
    HTTP HTTP (Hypertext Transfer Protocol) is a protocol used for exchanging data over the web. Loading product lists Fetching user profiles Checking order status RESTful APIs RESTful(Representational State Transfer) is an architectural style for designing web services (APIs). ✔ Resource-based URLs (/users, /products) ✔ Stateless (no client data stored between requests) ✔ JSON/XML responses ✔ Standard HTTP methods Client-Server Architecture : Backend (API) and frontend (UI) should be completely separate. Stateless : Each request must contain all necessary authentication/authorization data. Cacheable : Responses (especially GET requests) should be cacheable. Uniform Interface : Resource access must follow consistent and clear rules. Layered System : The client should never directly access the database. Method Purpose GET Retrieve data POST Create data PUT Full update PATCH Partial update DELETE Remove data Code Range Type Common Codes 1xx Informational 100 Continue 2xx Success 200 OK, 201 Created 3xx Redirection 301 Moved Permanently 4xx Client Error 400 Bad Request, 404 Not Found 5xx Server Error 500 Internal Server Error Authorization: Passes credentials for authentication. Content-Type: Specifies the media type (MIME type) of the request body. Accept: Specifies the media type (MIME type) of the request body. User-Agent: Identifies the client (browser, OS, or app). Response Headers: Content-Type: application/json Access-Control-Allow-Origin(CORS) : Specifies which origins are allowed to access the resource. Instructs the client to store cookies. Set-Cookie: Session management Rate limiting headers: X-RateLimit-Limit X-RateLimit-Remaining Retry-After (on 429)  ( 3 min )
    Web Performansını İyileştir: Hızlı ve Etkin
    Yaz tatili birçok kişi için dinlenmek ve yeni yerler keşfetmek demek. Peki, ya bir web geliştiricisiyseniz ve tatilde bile aklınızın bir köşesinde sürekli işiniz varsa? Tatilde bile web performansını düşünmek zorunda mısınız? Elbette ki hayır! Fakat web performansının önemini kavrayıp, gerekli önlemleri almak, kullanıcılarınızın memnuniyetini ve sadakatini sağlamak açısından kritik öneme sahip. Kullanıcılar günümüzde web sitelerinden ve uygulamalardan yüksek performans bekliyorlar. Yavaş yüklenen sayfalar, donmalar ve hatalar kullanıcı deneyimini olumsuz etkiler ve kullanıcıların siteden veya uygulamadan hızla ayrılmasına neden olabilir. Bu da işletmeler için potansiyel gelir kayıplarına yol açabilir. Bu nedenle, web performansını iyileştirme, modern web geliştiricileri için hayati bir bec…  ( 5 min )
  • Open

    Bitcoin impulse move toward new highs sets a fire under HYPE, ETH, XMR and AAVE
    Key points: Bitcoin’s rally to $105,980 has traders predicting new all-time highs this week. Traders lift their end-of-year Bitcoin price targets to $200,000 based on technical factors and institutional investor adoption.  Bitcoin (BTC) has been stuck in a narrow range for the past few days, but the rally above $105,500 on May 18 increases the possibility of an upside breakout. Popular trader Alan said in a post on X that Bitcoin could soar to $116,000 early next week. Another bullish voice was that of Bitwise chief investment officer Matt Hougan. While speaking to Cointelegraph, Hougan said that a supply shock due to increased institutional demand could propel Bitcoin to $200,000 by the end of 2025. He expects seller exhaustion to occur at the $100,000 level. Crypto market data daily …
    Tornado Cash dev's attorneys say prosecutors hid exculpatory evidence
    Attorneys for Tornado Cash developer Roman Storm filed a motion asking the court to reconsider the motion to dismiss the case due to the prosecution withholding exculpatory evidence in the form of communications with the Financial Crimes Enforcement Network (FinCEN) dating back to 2023. According to a May 16 letter from Storm's attorneys to Judge Katherine Polk Failla, the FinCEN documents show that non-custodial crypto mixers do not fall under the legal definition of a "money transmitting business" and that prosecutors have known this since at least 2023. Despite having knowledge of the FinCEN guidance on crypto mixers, state prosecutors still proceeded with cases against the Samourai Wallet developers and Tornado Cash, the attorneys alleged. Letter sent by Roman Storm’s attorneys to Judg…
    Pavel Durov rejects EU pressure to censor Romanian election content
    Telegram founder Pavel Durov said he rejected pressure from a European Union (EU) country to censor political content on the social media platform ahead of the May 18 presidential elections in Romania. According to Durov, a Western European government, which he hinted at with a baguette emoji, approached the platform and requested it censor conservative voices, which he flatly denied. Durov wrote in a May 18 Telegram post: "You can't 'defend democracy' by destroying democracy. You can’t 'fight election interference' by interfering with elections. You either have freedom of speech and fair elections — or you don’t. And the Romanian people deserve both." The Telegram founder is an ardent defender of free speech, who is highly regarded in the crypto community for his stances on freedom of exp…
    Crypto execs beef up security following string of kidnappings: Report
    Crypto industry executives are beefing up personal security and demanding more bodyguard services in response to a recent string of kidnapping and ransom attempts worldwide — particularly in France — targeting investors and professionals in the sector. According to a Bloomberg report, Infinite Risks International, a private security firm based in Amsterdam, Netherlands, is seeing more inquiries into bodyguard services and more long-term clients signing up for a private security detail. Additionally, French law enforcement officials recently announced enhanced security measures for crypto entrepreneurs and investors, following at least three separate kidnapping incidents so far in 2025. The measures include security briefings and expedited access to police lines in the case of emergencies …
    Ethereum back to $3K in May? Latest rebound says ETH price 'still has more gas'
    Key points: Ether price rose 3% to $2,550 on May 18, triggering $22 million in short ETH liquidations. A bull flag on the chart suggests a $3,700 target, with analysts predicting Bitcoin’s price to go as high as $5,000 in May. Ether’s (ETH) price was up on May 18, rising more than 2.5% over the last 24 hours to trade at $2,536. This recovery reinforces the optimism among traders that ETH price could hit $3,000 in May, citing strong technicals. Ether wipes out $7.5 million shorts in an hour Data from Cointelegraph Markets Pro and Bitsamp shows that ETH rose by more than 4.5% to an intraday high of $2,551 on May 18 from a low of $2,440 the previous day. ETH/USD daily chart. Source: Cointelegraph/TradingView Accompanying Ether’s losses today are significant liquidations across the crypto m…
    Don’t believe the noise: There can never be too many L2s
    Opinion by: Igor Mandrigin, co-founder and CTPO of Gateway.fm Every couple of weeks, it seems another layer 2 rolls out, much to the chagrin of some Web3 industry commentators who are concerned about fragmentation. A recent Gemini Institutional Insights report actually noted how a new Ethereum L2 solution is launched approximately every 19 days. In response to the seemingly endless conveyor belt of new zkEVMs and optimistic rollups coming to market, the chorus of criticism continues to grow louder: “This is definitely the saturation point, no more chains are needed.” Some of the most outspoken critics of L2s argue that L2s are redundant, but this is narrow thinking. In many ways, the idea that creating new L2s should be slowed down is like arguing that there were too many websites in 1998.…
    BTC price to $116K next? Bitcoin trader sees 'early week' all-time high
    Key points: Bitcoin is convincing traders that an upside breakout is around the corner, with all-time highs in sight. One target demands $116,000 next week, moving BTC/USD firmly out of its narrow range. A quick dip before continuing higher is among the options for BTC price action into the new week. Bitcoin (BTC) reduced volatility to a minimum into the May 18 weekly close as traders bet on a fresh breakout. BTC/USD 4-hour chart. Source: Cointelegraph/TradingView BTC price brews classic breakout signal Data from Cointelegraph Markets Pro and TradingView showed the area around $103,000 acting as a BTC price magnet throughout the weekend. Now barely fluctuating up or down, BTC/USD was primed for a liquidity grab, with $105,000 and $103,000 both targets, data from monitoring resource Coi…
    ‘Bitcoin Standard’ author backs funding dev to make spamming Bitcoin costly
    Economist and author of The Bitcoin Standard, Saifedean Ammous, has weighed in on the ongoing debate over spam inscriptions on the Bitcoin network, suggesting he would “throw in a few sats” to fund a full-time developer focused on making Bitcoin spamming more difficult and expensive. Ammous made the remarks in response to a thread initiated by the pseudonymous developer GrassFedBitcoin, who called for Bitcoin Core to merge pull request #28408, which would enable node operators to filter inscriptions more easily. According to GrassFedBitcoin, the lack of inscription filtering tools contributes to unnecessary blockchain bloat and undermines Bitcoin (BTC)’s role as a monetary protocol. “No one running a node wants to relay inscriptions,” he wrote, arguing that the OP_RETURN limit increases we…
    Retired artist loses $2M in crypto to Coinbase impersonator
    Retired artist Ed Suman lost over $2 million in cryptocurrency earlier this year after falling victim to a scam involving someone posing as a Coinbase support representative. Suman, 67, spent nearly two decades as a fabricator in the art world, helping build high-profile works such as Jeff Koons’ Balloon Dog sculptures, according to a May 17 report by Bloomberg. After retiring, he turned to cryptocurrency investing, eventually accumulating 17.5 Bitcoin (BTC) and 225 Ether (ETH) — a portfolio that comprised most of his retirement savings. He stored the funds in a Trezor Model One, a hardware wallet commonly used by crypto holders to avoid the risks of exchange hacks. But in March, Suman received a text message appearing to be from Coinbase, warning him of unauthorized account access. After …
    UK to require crypto firms to report every customer transaction
    United Kingdom crypto companies will need to collect and report data from every customer trade and transfer beginning Jan. 1, 2026 as part of a broader effort to improve crypto tax reporting, the UK government said. Everything from the user’s full name, home address and tax identification number will need to be collected and reported for every transaction, including the cryptocurrency used and the amount moved, the UK Revenue and Customs department said in a May 14 statement. Details of companies, trusts and charities transacting on crypto platforms will also need to be reported. Failure to comply or inaccurate reporting may incur penalties of up to 300 British pounds ($398.4) per user. The UK Revenue and Customs department said it would inform companies on how to comply with the incoming …
    Hong Kong police busts $15M laundering ring that used crypto, 500 bank accounts
    Hong Kong police arrested 12 people involved in a cross-border money laundering scheme that relied on crypto and over 500 stooge bank accounts to launder HK$118 million ($15 million), local news outlets reported. The syndicate was dismantled on May 15, resulting in the arrest of nine men and three women in mainland China and Hong Kong. The suspects allegedly recruited others to open bank accounts to receive proceeds from fraud cases, which were then converted into crypto at crypto exchange shops to launder the illicit funds, Hong Kong Commercial Daily reported on May 17. The criminal organization rented a residential unit in the Hong Kong neighborhood of Mong Kok to plan and carry out its money laundering activities. Of the $15 million laundered, more than $1.2 million was linked to 58 re…
  • Open

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    Show HN: Racketmeter – Measure Badminton String Tension Using Sound Frequency
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    Emergent social conventions and collective bias in LLM populations
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    Ditching Obsidian and building my own
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    Show HN: I modeled the Voynich Manuscript with SBERT to test for structure
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    An Uplifting Origin of 86 (2001)
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    Show HN: Model2vec-Rs – Fast Static Text Embeddings in Rust
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    Google Logo Ligature Bug
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    Show HN: Keep track of why you muted someone on X
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    Ask HN: Do people actually pay for small web tools?
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    Show HN: Chat with 19 years of HN
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    US loses last perfect credit rating amid rising debt
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    Pglocks.org
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    Ending TLS Client Authentication Certificate Support in 2026
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    Confessions about my smart home
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    Experts have it easy (2024)
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    Memetics – A Growth Industry in US Military Operations (2006) [pdf]
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    Beta.weather.gov
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    GM Is Pushing Hard to Tank California's EV Mandate
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    A16Z Speedrun
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    RepoRoulette: Randomly sample repositories from GitHub
    Comments  ( 13 min )
  • Open

    From dot-com to dot-AI: How we can learn from the last tech transformation (and avoid making the same mistakes)
    The AI winners won’t be the ones slapping “AI” on a landing page — they’ll be creating products enterprises can't live without.  ( 8 min )
  • Open

    Bitcoin Nears Golden Cross Weeks After 'Trapping Bears' as U.S. Debt Concerns Mount
    BTC nears golden cross, as Moody's downgrade validates bond markets' concerns about the sustainability of the U.S. fiscal debt.  ( 24 min )
    XRP Price Surges After V-Shaped Recovery, Targets $3.40
    Institutional buyers step in after sharp sell-off, establishing strong support at critical levels.  ( 22 min )
    SUI Surges After Finding Strong Support at $3.75 Level
    The resilient cryptocurrency shows remarkable recovery amid broader market volatility, establishing higher lows throughout trading session.  ( 22 min )
    Dogecoin (DOGE) Whales Accumulate 1 Billion DOGE Amid Critical Support Formation
    The meme coin shows resilience at $0.212 level despite 4.3% price swings, suggesting potential upside momentum.  ( 23 min )
    BNB Trades in Tight Range Amid Decreasing Volatility
    Despite trade wars and Middle East conflict, the cryptocurrency shows resilience with higher lows forming.  ( 22 min )
  • Open

    Acer Announces Nitro Google TV Monitors, A 4K Portable Monitor
    As part of its announcements ahead of Computex 2025, Acer also announced a number of gaming-focused monitors, coming from both the Predator and Nitro range. Though the former category boasts higher raw numbers, the latter group end up being the more interesting ones, including a portable 4K monitor. Starting with the Predator monitors, there are […] The post Acer Announces Nitro Google TV Monitors, A 4K Portable Monitor appeared first on Lowyat.NET.  ( 17 min )
    Acer Introduces New ProCreator Monitor Line
    Acer has introduced its new ProCreator Series monitors, designed for creative professionals who require high-fidelity visuals and colour precision. All models in the range are Calman-verified for accurate, consistent colour performance and come equipped with the brand’s Creator Hub software. The suite includes a flexible Color Space function for switching between sRGB, DCI-P3, or Adobe […] The post Acer Introduces New ProCreator Monitor Line appeared first on Lowyat.NET.  ( 17 min )
    Acer Gadget Announces FreeSense Ring and AI TransBuds
    Acer, under its Acer Gadget sub-brand, has introduced two new wearables ahead of Computex 2025; both of which are technically the firsts of their kind from the company. The devices in question include the Acer FreeSense Ring, and the Acer AI TransBuds. The Acer FreeSense Ring is designed for everyday health monitoring and is crafted […] The post Acer Gadget Announces FreeSense Ring and AI TransBuds appeared first on Lowyat.NET.  ( 16 min )
    HONOR Pad 10 Gets SIRIM Certification Ahead Of Launch
    HONOR is getting ready to launch a new tablet called the Pad 10, the successor to last year’s mid-range Pad 9. The upcoming device has been officially teased by the company, with speculations of a launch happening some time this month. While the brand has yet to announce a local arrival date, the tablet has […] The post HONOR Pad 10 Gets SIRIM Certification Ahead Of Launch appeared first on Lowyat.NET.  ( 15 min )
    Acer Announces New Aspire AI Series Laptops
    In addition to its Predator gaming laptop lineup, Acer also announced its new Aspire AI laptop series ahead of Computex 2025. The lineup comprises both 14-inch and 16-inch models but more importantly, Acer is giving consumers a choice between Intel, AMD, and Qualcomm chips. Some features that are standard across the Aspire AI include up […] The post Acer Announces New Aspire AI Series Laptops appeared first on Lowyat.NET.  ( 16 min )

  • Open

    AniSora: Open-source anime video generation model
    Comments  ( 4 min )
    Fortran for C Programmers
    Comments  ( 9 min )
    Show HN: I made a word puzzles app for improving your English vocabulary
    Comments  ( 1 min )
    The Lost Japanese ROM of the Macintosh Plus
    Comments  ( 7 min )
    FreeBASIC is a free/open source BASIC compiler for Windows DOS and Linux
    Comments  ( 1 min )
    Compiling OCaml to the TI-84 CE Calculator
    Comments  ( 3 min )
    Gail Wellington, Commodore Software Prod Mgr "and Mother of CDTV", Has Died
    Comments
    Unspoken Currency of Office Politics: Leverage and Sanction Between Coworkers
    Comments  ( 4 min )
    A disk is a bunch of bits (2023)
    Comments  ( 11 min )
    Large Language Models Are More Persuasive Than Incentivized Human Persuaders
    Comments  ( 3 min )
    Understanding Transformers via N-gram Statistics
    Comments  ( 3 min )
    Wacom drawing tablets track the name of every application you open
    Comments  ( 10 min )
    We fall for fake health information – and how it spreads faster than facts
    Comments  ( 18 min )
    Starship Troopers Revolutionize Warfighting
    Comments
    Directory of MCP Servers
    Comments  ( 4 min )
    Xata: Postgres at scale, with copy-on-write branching and anonymization
    Comments  ( 18 min )
    Racket – the Language-Oriented Programming Language – 8.17 is now available
    Comments  ( 2 min )
    Mary Queen of Scots Channel Anamorphosis, a 3D Simulation
    Comments  ( 2 min )
    Mystical
    Comments  ( 4 min )
    Lufthansa plane flown by autopilot after pilot faints in cockpit
    Comments  ( 44 min )
    Dead Stars Don't Radiate
    Comments  ( 13 min )
    The longest train journey is epic – but nobody's ever taken it
    Comments  ( 9 min )
    Show HN: I built a knife steel comparison tool
    Comments  ( 12 min )
    Gnosis Evolve MCP for Claude Desktop
    Comments  ( 16 min )
    Withnail and I (2001)
    Comments
    A Simulation in C++ of Joseph Weizenbaum's 1966 Eliza
    Comments  ( 5 min )
    How to have the browser pick a contrasting color in CSS
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    If nothing is curated, how do we find things
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    Energy Drinks Linked to Rise in Colorectal & Blood Cancer
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    "We would be less confidential than Google" Proton threatens to quit Switzerland
    Comments  ( 55 min )
    Palette lighting tricks on the Nintendo 64
    Comments  ( 5 min )
    Steepest Descent Density Control for Compact 3D Gaussian Splatting
    Comments  ( 3 min )
    Show HN: A MCP server to evaluate Python code in WASM VM using RustPython
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    O2 VoLTE: locating any customer with a phone call
    Comments  ( 9 min )
    The Japanese method of creating forests comes to Mexico
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    Pyrefly: A new type checker and IDE experience for Python
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    Ugly infrastructure: Why can't we have nice things?
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    Animations Using Math Editor
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    Precomputing Transparency Order in 3D
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    No-boom supersonic flights could slide through US skies soon
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    OBNC – Oberon-07 Compiler
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    Google is quietly giving Amazon a leg up in digital book sales
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    Patience too cheap to meter
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    MinorMiner: We turn your kid's maths homework into Bitcoin
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    Static Types Are for Perfectionists
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    Dezyne Programming Language
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    Open Problems in Computational geometry
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    Push Ifs Up and Fors Down
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    Transformer neural net learns to run Conway's Game of Life just from examples
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    Production tests: a guidebook for better systems and more sleep
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    The man who visited every country in the world – without boarding a plane (2023)
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    Life before the web – Running a Startup in the 1980's
    Comments  ( 17 min )
    Don't Use ISO/IEC 14977:1996 Extended Backus-Naur Form (EBNF) (2023)
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    A Critical Look at "A Critical Look at MCP."
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    You do not need NixOS on the desktop
    Comments  ( 5 min )
    Identifying almost any x86 CPU (2004)
    Comments
    Implementing a RISC-V Hypervisor
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    Catalog of Novel Operating Systems
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    Ask HN: Conversational AI to Learn a Language
    Comments  ( 4 min )
    Publisher: The Malloy Semantic Model Server
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    I let lasers power my smart home – and I don't want to go back
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    Programming in Martin-Lof's Type Theory: An Introduction (1990)
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    `This Printer company served you malware for months, called them false positives
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    JavaScript's New Superpower: Explicit Resource Management
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    Show HN: Fahmatrix – A Lightweight, Pandas-Like DataFrame Library for Java
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    My favourite fonts to use with LaTeX (2022)
    Comments  ( 9 min )
    A Linux kernel developer plays with Home Assistant: general impressions
    Comments  ( 31 min )
    Behind Silicon Valley and the GOP’s campaign to ban state AI laws
    Comments  ( 38 min )
    Postman for MCP
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    XTool – Cross-platform Xcode replacement
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    Wow@Home – Network of Amateur Radio Telescopes
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    Show HN: Kokoro TTS – Free Text to Speech Converter with Multilingual AI Voices
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    Show HN: Roast My Dish – AI roasts your food photos with brutal honesty
    Comments  ( 1 min )
    Show HN: Merliot – plugging physical devices into LLMs
    Comments  ( 12 min )
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    Comments
  • Open

    Lambda in Python
    Buy Me a Coffee☕ *Memos: My post explains variable assignment. My post explains iterable unpacking in variable assignment. My post explains parameters and arguments. My post explains positional-only parameters in function. My post explains keyword-only parameters in function. My post explains positional-only parameters and keyword-only parameters together in function. Lambda: is the function which can be stored in a variable and parameter. is an expression. cannot be used with pass. is almost same as a normal function except these above. You can see Lambda Expressions You can use Lambda as shown below: # Equivalent v1 = lambda: 2 # def func(): return 2 v1 = lambda x: x # def func(x): return x v1 = lambda x, y: x+y # def func(x, y): return x+y v1 = lambda x, y=3: x+y # def func(x, y=3): return x+y v1 = lambda x=2, y=3: x+y # def func(x=2, y=3): return x+y v1 = lambda x=2, /, y=3, *, z=4: x+y+z # def func(x=2, /, y=3, *, z=4): # No error # return x+y+z v1 = v2 = lambda: 2 v1, v2 = [lambda: 2, lambda: 3] # No error v1 = lambda: pass v1 = def func() return 2 v1 = func() return 2 # SyntaxError: invalid syntax v1 = lambda: 2 print(v1()) # 2 v1 = lambda x: x print(v1(2)) # 2 print(v1(x=2)) # 2 v1 = lambda x, y: x+y print(v1(2, 3)) # 5 print(v1(2, y=3)) # 5 print(v1(x=2, y=3)) # 5 print(v1(y=3, x=2)) # 5 v1 = lambda x=2, y=3: x+y print(v1(6)) # 9 print(v1(x=6)) # 9 print(v1(y=5)) # 7 print(v1(6, 5)) # 11 print(v1(6, y=5)) # 11 print(v1(x=6, y=5)) # 11 print(v1(y=5, x=6)) # 11 v1 = lambda x=2, /, y=3, *, z=4: x+y+z print(v1(6, 5, z=4)) # 15 print(v1(6, y=5, z=4)) # 15 print(v1(6, z=4, y=5)) # 15 v1 = v2 = lambda: 2 print(v1(), v2()) # 2 2 v1, v2 = [lambda: 2, lambda: 3] print(v1(), v2()) # 2 3 def func(x=lambda: 2): print(x()) func() # 2 func(lambda: 4) # 4 func(x=lambda: 4) # 4  ( 4 min )
    📌 O que é Tabela Verdade e pra que serve?
    A Tabela Verdade é uma ferramenta da lógica que mostra todas as possibilidades de verdade ou falsidade de uma proposição ou conjunto de proposições. Ela é usada para analisar frases com conectivos lógicos, como "e", "ou", "se... então" e "se e somente se", e entender quando uma frase é verdadeira ou falsa com base nas partes que a compõem. Serve para resolver questões de lógica matemática, raciocínio lógico, interpretação de proposições, além de ser super útil em áreas como programação, filosofia, direito e concursos públicos. 👉 Ela é perfeita pra quem quer aprender a pensar com clareza, argumentar melhor e não cair em pegadinhas lógicas. hashtag#tabelaverdade hashtag#lógica hashtag#raciocíniológico hashtag#conectivoslógicos hashtag#educação hashtag#concurso hashtag#matemática hashtag#lógicamatemática hashtag#vestibular hashtag#enem hashtag#provas hashtag#dicasdeestudo hashtag#estudarcomlogica hashtag#estudointeligente hashtag#programação hashtag#linguagemformal hashtag#posteducativo hashtag#carrosseldeestudo hashtag#conteúdoeducacional hashtag#lógicaévida hashtag#estudecomigo hashtag#aprendizado hashtag#explicaçãológica hashtag#matemáticaévida hashtag#conteúdodigital  ( 3 min )
    Requesting info
    Greetings community, Would you please share any resources to start AI Agents development from scratch? Thanks,  ( 2 min )
    The DNA of a Domain: Understanding DNS, FQDNs, and Domain Structures
    Domains are to the internet what names are to humans, making identification simple and intuitive for everyone. Just as we give people names instead of describing their physical characteristics each time we refer to them, domains give websites and online resources readable names instead of complex numerical addresses. When you type 'google.com' instead of having to remember a string of numbers like '172.217.168.238', you're benefiting from the domain name system that makes the internet accessible to everyone. One key difference from human names is that while many people can share the same name in the real world, a single domain can only point to one destination at a time on the internet. However, you can have multiple domains all pointing to the same resource, similar to having several nick…  ( 9 min )
    Amazon: From Online Bookstore to Tech Empire
    Chapter 1: The Birth of a Visionary (Pre-1994) The early 1990s were a time of tectonic shifts in both politics and technology. The Cold War had just ended, giving way to a wave of globalization. Meanwhile, the internet, once a military and academic curiosity, was on the verge of becoming commercially viable. In 1990, Tim Berners-Lee introduced the World Wide Web, and by 1993, web browsers like Mosaic were making the internet accessible to the average user. Amid this digital dawn, a Wall Street executive named Jeff Bezos was working at D.E. Shaw, a prestigious hedge fund. Bezos, a Princeton graduate with a background in computer science and electrical engineering, came across a stat that changed everything: internet usage was growing at 2,300% per year. Bezos immediately recognized the co…  ( 6 min )
    How I Improved My Coding Skills by Building Small Projects
    Hello Dev.to community! 👋 I’m excited to share my journey as a developer and how I managed to improve my coding skills significantly by focusing on building small practical projects. Here are some tips that worked for me: Start small: Don’t try to build complex apps from day one. Begin with simple projects like a to-do list or a calculator. Practice regularly: Dedicate at least 30 minutes every day to coding. Learn from mistakes: Don’t be afraid to break your code. Debugging is a great way to learn. Use online resources: Platforms like freeCodeCamp, MDN, and Stack Overflow are fantastic. Share your code: Use GitHub or Dev.to to share your projects. Getting feedback helps you improve. If you’re starting your coding journey or looking for motivation, keep pushing forward — consistency is key! Feel free to follow me for more coding tips and project ideas. Let’s grow together! 🚀  ( 3 min )
    How I Automated GitHub Repos, Branches & PRs Using Claude AI and Docker Desktop MCP
    🚀 Introduction In this guide, I’ll walk you through how I used Docker Desktop, the MCP Toolkit extension, and Claude Desktop to connect to GitHub and automate tasks like: Creating a repository Adding multiple branches Opening a pull request — all via simple prompts to Claude We’ll set up everything step-by-step so you can follow this like a playbook and get the same results. Before we begin, make sure you have the following installed: Docker Desktop Claude Desktop A GitHub Personal Access Token (PAT) with repo and user access Internet connectivity Launch Docker Desktop Click on the "Add Extensions" tab Search for “MCP Toolkit” Click Install Wait until installation is complete and launch the extension Inside MCP Toolkit, Search for GitHub under MCP Servers and select the official MCP…  ( 4 min )
    📝 Building Your First Smart Contract on Arbitrum (Without Losing Your Mind)
    So you’ve heard the buzz about Arbitrum… Let’s walk you through your first smart contract on Arbitrum — step by step. We’ll build a simple “On-chain Guestbook”. Solidity – Smart contract language Hardhat – Framework for writing solidity MetaMask – Your wallet for signing transactions Arbitrum Sepolia Testnet – So you can deploy for free TailwindCSS + JS – For the frontend (covered in next post) 1. Open MetaMask 2. Select the network dropdown 3. Scroll down and activate testnets, choose sepolia Fund your testnet Go to Google Cloud Web3 to fund your account 1. Open Hardhat and install the hardhat package(Hardhat is a framework that helps you write smart contract) 2. Smart Contract 3. Getting your RPC and Private Key Infura to get your RPC link(this is a gateway for web3 application to connect to the blockchain node). You need your Private Key: Open your Metamask Select the dropdown icon on your right Select Account Details Click on Show Private Key It will request for your password You click on the button to reveal your private key 4. Config your Hardhat Config npm install dotenv 5. Write your deployment Code ✅ How to configure MetaMask for Arbitrum ✅ How to write and deploy a Solidity contract ✅ How to store and read data on-chain ✅ How easy it is to build on Arbitrum  ( 4 min )
    Option Pattern in Go: Advanced Parameter Handling
    In Go, the Option pattern (also known as the configuration pattern or constructor pattern) is a commonly used design pattern, primarily for handling function parameters, especially when a function has many optional parameters. By using the Option pattern, we can pass and configure function parameters in a flexible and extensible way, avoiding the maintenance challenges and complexity of traditional methods with too many parameters. Let’s take a look at how the Option pattern is used in Go, analyze its implementation principles, and help you better understand how to apply this pattern in real-world projects. When constructing complex objects in Go, we often encounter the following pain points: // Example problem: Parameter explosion and difficult maintenance func NewServer(addr string, port…  ( 6 min )
    redictability, Pre-Recorded Reality, and AI Evolution: From Dilbert to LivinGrimoire
    Predictability, Pre-Recorded Reality, and AI Evolution: From Dilbert to LivinGrimoire Are We Just Predictable Scripts? The Dilbert Dilemma In an episode of Dilbert, the protagonist unwittingly has a conversation—not with his mother, but with a recording of her usual responses. She had pre-recorded their exchanges because Dilbert was so predictable, his side of the conversation could be anticipated without her present. Even when Dilbert realized he was talking to a recording, it kept responding accurately to him, as though their conversation were still fluid and natural. This presents a stunning thought experiment: how could Dilbert prove he was talking to a recording? What test could he run to confirm whether the responses were truly dynamic or just well-constructed predictions? …  ( 5 min )
    🧠 Vision AI Label Studio – Build Better Datasets with Open Source Image Labeling (with AI!)
    If you're tired of slow or clunky annotation tools, I built Vision AI Label Studio, a free and open-source labeling tool for computer vision datasets. 🔧 Features: 🎨 Draw bounding boxes, polygons, freehand tools ⚡ AI Auto-Labeling with YOLOv8 🖥️ Desktop + Web apps 🌓 Light/Dark mode 🗃️ Exports: COCO, YOLO, VOC, Simple JSON 📴 Works 100% offline, built with React + Dexie.js This tool is ideal for AI developers, researchers, and data labeling workflows. https://github.com/vailabel/vailabel-studio Would love feedback, contributions, and stars 🌟!  ( 3 min )
    HTTP? 🤔 The Web's Unsung Hero Explained
    🌍 A Bit of History — Where HTTP Came From Back in 1989, Tim Berners-Lee invented the World Wide Web (WWW). But it wasn’t just websites — it was a system of protocols, and one of them was HTTP: the HyperText Transfer Protocol. HTTP was designed as a simple way to send hypertext (HTML) documents between computers. This allowed the user to experience a more dynamic and interactive way to access information. Since then, HTTP has evolved (currently at HTTP/3), but its core idea hasn’t changed: "Let the client ask, and let the server answer." That basic principle powers nearly every web app today. Without HTTP, the internet would not look, feel, or behave as it does. 📸 Request vs response: When your browser opens a website, it sends an HTTP request. The server replies with an HTTP respo…  ( 4 min )
    How to Fix LinkedIn Authentication in NextAuth.js: A Custom Provider Setup Guide
    A Quick Guide to Getting LinkedIn OAuth Working Correctly LinkedIn authentication is a powerful feature to add to your Next.js application using NextAuth.js, but the default configuration can often lead to issues — especially when trying to fetch user details like email, name, and profile picture. In this article, I’ll walk you through how I solved this issue by customizing the LinkedIn provider configuration in NextAuth.js. Using the default LinkedInProvider setup from next-auth/providers/linkedin may not always return complete user information such as email or profile picture. import LinkedInProvider from "next-auth/providers/linkedin"; providers: [ LinkedInProvider({ clientId: process.env.LINKEDIN_CLIENT_ID, clientSecret: process.env.LINKEDIN_CLIENT_SECRET, }) ] This …  ( 4 min )
    Refactoring 028 - Replace Consecutive IDs with Dark Keys
    Enhance Security and Reduce Scraping Risks by Refactoring Object Identifiers TL;DR: Replace sequential IDs in your models with UUIDs to prevent IDOR vulnerabilities and discourage scraping. IDOR Vulnerability Predictable URLs Data and Screen Scraping Risk Tight Coupling to accidental Database Identifiers Exposure of Internal Structure Code Smell 120 - Sequential IDs Maxi Contieri ・ Mar 10 '22 Code Smell 160 - Invalid Id = 9999 Maxi Contieri ・ Aug 30 '22 Code Smell 01 - Anemic Models Maxi Contieri ・ Oct 20 '20 #codenewbie #oop #beginners #computerscience Code Smell 143 - Data Clumps Maxi Contieri ・ Jun 22 '22 #webdev #javascript #beginners #programming Identify all public uses of sequential IDs in APIs, URLs, or UI elements Gener…  ( 7 min )
    Should you extend Supabase Auth with User Profiles?
    Supabase Auth already has an Auth Users table. The image might be blurry. If you visit the project in your Supabase Account, you can check your Auth table of the project. If you wanted to add additional data to your a User table, it's likely you've wondered 🤔 Should you create your own, separate profiles (or users) table in Supabase and link it with the Supabase Auth Users table? OR Should you extend the existing Supabase Auth Users table? Supabase’s recommended pattern is to create a separate profiles (or users) table in the public schema rather than altering the built-in auth.users table. The auth.users table (in the auth schema) is managed internally and isn’t exposed via the auto-generated API. Supabase maintainers explicitly advise “It is not recommended to modify the schema…  ( 4 min )
    supabase_vector_project container is not ready: unhealthy when using Rancher Desktop
    If you're using Rancher Desktop and ran into this error when running supabase start: supabase_vector_project container is not ready: unhealthy You're not alone — and here's what likely caused it (and how to fix it): Supabase CLI uses Docker under the hood, and it expects to communicate with the Docker Engine via a well-behaved socket or TCP endpoint. Rancher Desktop (especially with containerd or non-default networking setups) can cause issues with: Port forwarding DNS resolution Health checks (like with the vector container) This often results in the vector container going into an unhealthy state, crashing the entire setup. I recommend switching to Docker Desktop if you're planning to use Supabase CLI locally. On Docker Desktop: Supabase CLI is better supported and more stable If needed, enable: "Expose daemon on tcp://localhost:2375 without TLS" (from Docker Desktop settings → General) This change instantly fixed the issue for me. Hope this saves someone hours of debugging. Feel free to comment if you've found a better way!  ( 3 min )
    How Many AI Tokens to Play a Game of Chess?
    Just because AI tokens are cheap today doesn’t mean they’ll stay that way. When cloud adoption peaked around 2015, everyone migrated to “save money.” But many teams didn’t fully understand their on-prem costs, nor did they have a realistic plan for managing spend once they migrated. It’s as though we forgot about all our best practices. In 2015, cloud spend was projected to grow from $49B to $67B by 2018. In 2023? It hit $563.6 billion, with $678.8 billion forecasted for 2024 Alongside that growth came tool sprawl, security risk, and unexpected costs. Sound familiar? AI token usage is on a similar path only this time, the underlying mechanics are even more opaque. Let’s demystify it. A “token” is just a chunk of text (words, punctuation, etc.) that an AI model processes. But the cost and i…  ( 5 min )
    Mobile Robot Concept Design Development
    In May Robonine completed a first variation of the full robot design. We want to show, step by step, what we started from and what we finally achieved. A 3D design concept needs to be created with consideration for the technical specifications of the structure. The model should be showcased in an environment – indoors, controlled by a person using a VR Oculus Quest 3. Source files must be provided. Initial concept. Design provided by our engineer Matte black color. Alternative color schemes may be considered: white, yellow. Frame dimensions: 350 mm to 400 mm × (1300 mm to 1400 mm, including wheel height). Operating format similar to a Segway. The view of the upper П-shaped frame from the front and back should be identical. A depth camera and LiDAR should be installed on the upper frame. L…  ( 4 min )
    Blue-Green Deployments: Ship Code Fearlessly with Zero Downtime 🚀
    Hey there, fellow developer! 👋 Let’s talk about the worst part of shipping code: that nail-biting moment when you hit “deploy” and pray your users don’t notice the dreaded 404s, broken sessions, or worse—outright downtime. What if I told you there’s a way to deploy updates so smoothly that your users won’t even blink? Enter Blue-Green Deployments—the CI/CD superhero that lets you ship code with zero downtime, zero stress, and easy rollbacks. Let’s break it down! What’s a Blue-Green Deployment? (Spoiler: It’s Not About Colors) Imagine two identical environments: Blue: Your current production environment (live traffic). Green: The shiny new version you’re about to deploy. Here’s how it works: Deploy to Green: Spin up the new version alongside Blue. Test Thoroughly: Validate…  ( 4 min )
    Comprehensive Guide to Pinia for State Management in Vue.js
    The first time I encountered state management in Vue, I was overwhelmed. I was building a simple dashboard application that had grown from a weekend project into something much more complex. Components were passing props six levels deep, and emitting events that would get lost in the hierarchy. I remember thinking, "There has to be a better way." That's when I discovered Vuex. It felt like finding an oasis in the desert. But as time passed and my projects grew more complex, I started to feel the pain points. The boilerplate code, the mutations that seemed redundant, the TypeScript support that always felt a bit bolted on rather than built-in. Then came Pinia, and it was like a breath of fresh air. In this article, I want to share my journey with Pinia, how it transformed my approach to sta…  ( 15 min )
    Yes the current job hunting landscape is a mess, here’s how you can play around it
    First let me say that the reason I’m writing this is because I’ve read many posts of people struggling with the current job market, and I feel you. I just went through what you’re going through and I want to help you. I’m not preaching from an ivory tower and I’m not a guru selling you a service. I applied for 500+ on LinkedIn and some other boards only to get the same automated rejection message over and over again. Step 1 — Leave your ego behind, understand these were not actual people that misjudged you, and that it’s not a measure of your worth. If you know you’re good, you can’t let some bot email bring you down in any way. That’s what 90% of these are, bot emails from automated rejections, many of them “powered by AI” that just checks some flags against some specifications. And if y…  ( 5 min )
    What Is UFO Code?
    What Is UFO Code? — Not voodoo, not legacy, not magic. The true nature of the Unidentifiable Functioning Object — 1. Introduction: Why We Need This Word Every developer has seen it: “I don’t know what this code does, but if I delete it, things break.” “Nobody knows who wrote it. But it’s working, somehow.” No comments. No documentation. Even version control can’t explain it. And yet, if you remove it, your app stops behaving correctly. Until now, we didn’t have a word for this. → So let’s call it: UFO Code — Unidentifiable Functioning Object. UFO Code (Unidentifiable Functioning Object) - Functionally required, but its purpose is unclear - Lacks defined responsibility or logical context - Has no meaningful comments or documentation - Deleting it causes problems,…  ( 4 min )
    Using Fail2Ban to Protect Against Brute Force Attacks
    Table Of Content Introduction Why Fail2Ban? Step 1: Installing Fail2Ban Step 2: Configuring Fail2Ban Step 3: Testing Your Setup Step 4: Protecting Other Services Step 5: Monitoring and Fine Tuning Summary Brute force attacks are like a thief trying every key on a ring to unlock your server. They’re relentless, automated, and can overwhelm your system if left unchecked. Enter Fail2Ban, a lightweight, open-source tool that acts like a vigilant security guard, banning malicious IPs after too many failed login attempts. In this article, we’ll walk through how to set up Fail2Ban to protect your server, with practical examples and tips to keep things engaging. Let’s lock down your server! 🔒 Imagine this: your SSH server logs show hundreds of login attempts from a single IP in minutes. Witho…  ( 6 min )
    ContextumAI: Secure, On-Chain MCP Server Deployment for Decentralized AI
    As AI systems move toward agentic architectures and autonomous collaboration, the demand for context-aware inference in decentralized settings is growing. But today, deploying and governing Model Context Protocol (MCP) servers across EVM networks is still too fragile, insecure, and manual. ContextumAI provides a decentralized, cryptographically verifiable platform to securely deploy and manage MCP servers with on-chain permissioning and tokenized governance. This post goes deep into the architecture, tooling, and smart contract mechanics of Contextum. Model Context Protocol (MCP) servers are designed to serve real-time contextual data to AI agents—embeddings, metadata, model prompts, inference state—across trustless environments. However, current approaches have critical flaws: MCP server …  ( 5 min )
    Unveiling Cube License: A Comprehensive Exploration of Fair Code and Open Source Innovation
    Abstract This post provides a deep dive into the Cube License, an innovative licensing model designed to balance legal rigor with developer fairness. We explore its history, core concepts, practical applications, challenges in adoption, and future trends. In doing so, we compare it with traditional open source licenses like the MIT License and GNU GPL v3. We also highlight its relevance in the evolving landscape of open source projects, the role of dual licensing, and its impact on community-driven software development. The world of open source software is evolving rapidly, and licensing models must keep pace. The Cube License is a modern approach that addresses sustainability concerns while ensuring developers receive fair compensation for their contributions. This post examines the Cub…  ( 9 min )
    Will AI replace human
    Will Ai replace programmers" by AI The idea that "AI will replace programmers" is a hot (and often exaggerated) debate. Here’s my take: AI Won’t Replace Programmers—But It Will Change the Job. -AI is a tool, not a replacement. Just like calculators didn’t replace mathematicians, AI (like GitHub Copilot, ChatGPT, or Devin) will automate parts of coding (boilerplate, debugging, docs) but can’t: 1 Understand complex business needs or ambiguous human requirements. 2 Design creative architectures or novel solutions. 3 Make ethical/critical decisions (e.g., privacy, security, trade-offs). Programming is more than writing code. It’s problem-solving, collaboration, and adapting to chaos—things AI struggles with. The “Junior Dev” Role Might Shrink AI can already: Generate simple code snippets. Fix common bugs. Answer Stack Overflow-style questions. Entry-level tasks may get automated, forcing new programmers to upskill faster (e.g., focus on system design, domain expertise). Future Programmers Will Look Different Shift from “writing code” to “orchestrating AI.” Example prompts: “Design a scalable API for X, optimize for cost, and explain trade-offs.” More emphasis on: Soft skills (stakeholder communication, UX empathy). Domain knowledge (healthcare, finance, etc.). AI-augmented workflows (prompt engineering, validation). Historical Parallels Fear: “High-level languages will kill coding!” → Instead, demand exploded. Fear: “No-code tools will replace devs!” → They just enabled non-devs. AI will likely create new roles we can’t yet imagine. Bottom Line Worst-case: Low-end coding jobs decline; programmers need to adapt. Best-case: AI removes grunt work, letting devs focus on harder, more meaningful problems. My advice: Learn to leverage AI, but double down on uniquely human skills (creativity, critical thinking, leadership). What’s your take? Excited or  ( 3 min )
    Enable or Disable console.log Globally in JavaScript
    Enable or Disable console.log Globally in JavaScript Sometimes, during development or debugging, you need to quickly enable or disable logging globally across your entire JavaScript application. Here's a straightforward approach to achieve this. console.log Before we override the console.log function, it's crucial to keep a reference to the original function. let original_console_log = console.log; This ensures you can restore the original functionality anytime you want. Next, create a function that can toggle logging on and off by replacing console.log. let logging_enabled = true; function set_logging(enabled) { logging_enabled = enabled; console.log = enabled ? original_console_log : function () {}; } Here's what's happening: When enabled is true, console.log points back t…  ( 4 min )
    Timezones Got You Down? Build a Laravel Converter That Just Works
    The Problem We All Face ⏰ Your user in Tokyo picks 2 PM → New York sees 1 AM 💀 📅 Calendar exports show wrong times 🌍 DST changes break everything Here’s how I built a converter that handles all this – and how you can clone it. Step 1: Steal My Base Code git clone https://github.com/codewithmikee/laravel-timezone-handler Why start from scratch? This includes: Pre-built service class Working demo UI Passing tests (mostly 😉) Step 2: The Magic Methods Convert Anywhere → UTC // Static call (no user context) $utcTime = UserTimeZoneHandler::toUtc( '2023-01-01 14:00', 'Asia/Tokyo' ); User-Friendly Instance Mode // In controller $handler = new UserTimeZoneHandler($user->timezone); // All conversions use the user’s zone $localTime = $handler->toUserTimeZone($event->start_time); Step 3: Avoid My Carbon Mistake I wasted hours on this failed test: public function testGoogleFormatting() { $time = Carbon::parse(...); // Fails! } Why? Laravel extends Carbon. Always use: use Illuminate\Support\Carbon; // Not Carbon\Carbon! Step 4: Add Your Secret Sauce New Calendar Provider? // Add to formatForProvider() 'zoom' => $utcTime->format('Ymd\THis\Z') Custom Time Ranges $converted = UserTimeZoneHandler::convertTimeRanges( $businessHours, 'America/Chicago', 'Europe/Paris' ); Step 5: Launch Your Demo php artisan serve Visit http://localhost:8000/timezone-converter to see: Why This Works ✅ Handles 597 timezones (including weird ones like Australia/Lord_Howe) ✅ Tests cover DST/edge cases ✅ No hidden dependencies Clone & Customize: github.com/codewithmikee/laravel-timezone-handler  ( 3 min )
    Unveiling the CUA Office Public License 1.0: A Deep Dive into Fair Code and Open Source Innovation
    Abstract: This post offers a comprehensive exploration of the CUA Office Public License 1.0, an innovative open source and fair code license that balances software freedom with fair developer compensation. We review its history, core features, applications, challenges, and future innovations. Along the way, we compare it to other popular licenses and discuss its role in mitigating exploitation while promoting sustainability. Key industry links and expert insights are included for further reading. In today’s open source ecosystem, proper licensing is essential—not only for ensuring free access to software code but also for providing fair compensation to developers. The CUA Office Public License 1.0 Summary has emerged as a pivotal document that outlines a balanced model of permissions and …  ( 8 min )
    Python
    A post by clmey  ( 2 min )
    Firebase Authentication in React: A Simple Step-by-Step Guide
    Firebase Authentication in React: A Simple Step-by-Step Guide What We'll Build bash bash javascript const firebaseConfig = { // Initialize Firebase function Signup() { async function handleSubmit(e) { if (password !== confirmPassword) { return setError('Passwords do not match'); } try { setError(''); setLoading(true); await createUserWithEmailAndPassword(auth, email, password); navigate('/'); } catch (error) { setError('Failed to create an account: ' + error.message); } setLoading(false); } return ( Sign Up export default Signup; function Login() { async function handleSubmit(e) { try { setError(''); setLoading(true); await signInWithEmailAndPassword(auth, email, password); navigate('/'); } catch (error) { setError('Failed to log in: ' + error.message); } setLoading(false); } return ( Log In export default Login; function Home() { useEffect(() => { return () => unsubscribe(); }, [navigate]); async function handleLogout() { if (!currentUser) return Loading...; return ( Welcome to Your Dashboard! You are logged in as: {currentUser.email} export default Home; javascript function AuthCheck({ children }) { useEffect(() => { return () => unsubscribe(); }, []); if (isLoading) { Loading...; if (!isAuthenticated) { return children; export default AuthCheck; javascript function App() { export default App; css { box-sizing: border-box; margin: 0; padding: 0; } body { .app-container { .signup-container, h2 { .form-group { label { input { .submit-button, .submit-button:hover, .submit-button:disabled { .error-message { .login-link, .home-container p { bash http://localhost:3000. Testing the Flow Sign-up flow: Authentication Errors Add password reset functionality This implementation uses a straightforward approach without the Context API, making it easier to understand and maintain. You can build upon this foundation to create more complex applications with user authentication. Happy coding!  ( 7 min )
    Advanced Use Cases for Proxy in Data Validation
    Advanced Use Cases for Proxy in Data Validation Introduction to Proxy Introduced in ECMAScript 2015 (ES6), the Proxy object allows you to create a wrapper for another object, enabling you to define custom behavior for fundamental operations (like property lookup, assignment, enumeration, function invocation, etc.). This allows for considerable flexibility in handling objects. As applications grow in complexity, the need for robust validation strategies becomes vital—especially when dealing with data from various sources such as APIs, user input, or databases. While Proxy is often showcased with simple examples of intercepting property access, its true potential lies in advanced use cases such as data validation. Prior to Proxy, JavaScript relied on direct methods (such as co…  ( 6 min )
    Small Language Models (SLMs)
    As we navigate through 2025, a significant paradigm shift is occurring in the AI landscape. While much attention has been focused on increasingly massive language models with hundreds of billions of parameters, a countercurrent has emerged: Small Language Models (SLMs). These lightweight yet powerful models are gaining tremendous traction among developers, enterprises, and researchers for their efficiency, practicality, and accessibility. SLMs, typically defined as models with fewer than 10 billion parameters (and often less than 1 billion), are proving that bigger isn't always better when it comes to solving real-world problems. Their rise represents a maturing of the AI field, moving from raw capability demonstrations toward optimized, targeted solutions. Small Language Models offer comp…  ( 7 min )
    Unveiling Cooperative Patent License 1.0: A Deep Dive into Open Source Fairness and Innovation
    Abstract: This blog post provides a comprehensive exploration of the Cooperative Patent License 1.0. It delves into its origins, core features, and practical applications within the open source ecosystem. We cover background context, key concepts, primary benefits, challenges, and future outlook for fair code licenses. In doing so, we highlight how this license fosters fairness in software development and protects contributors from exploitation while maintaining innovation. Read the original summary here. The Cooperative Patent License 1.0 is one of the innovative legal frameworks that aim to balance the interests of developers and enterprises. In the modern world of open source software and fair code licensing, addressing the pitfalls of traditional patent regimes is critical. This post …  ( 8 min )
    Day 6 – “Where Did It Go?!” | Mastering the find, head, tail, and wc Commands in RHEL 9
    Let me paint you a picture. You're sitting at your terminal. You know you downloaded that important file somewhere. Maybe in Downloads. Or Documents. Or... was it in the mysterious /tmp? You try clicking around, but there’s no clicky. Just blinking text. Panic sets in. But wait — you have a superpower now. It’s called the command line, and today, we’re wielding four little heroes who will help you find what’s missing, peek inside files, and count like a digital mathematician. Meet the Squad find: The Detective head: The Chiller tail: The Gossip wc: The Bean Counter Try This: Your Mini Linux Mission Why This Stuff Matters find is like the Sherlock Holmes of the Linux terminal. You give it a clue — a filename, a directory, maybe a wildcard — and it scours your system like a caffeine-powere…  ( 4 min )
    Infraestrutura como Código não é uma escolha técnica. É uma questão de sobrevivência estratégica.
    Em um cenário onde a agilidade deixou de ser diferencial para se tornar pré-requisito, ainda existem empresas que tratam infraestrutura como um custo fixo, estático, centralizado — e, muitas vezes, emocionalmente preso à stack de um único fornecedor. Essa escolha, além de técnica, é cultural. E, quase sempre, onerosa. Infrastructure as Code (IaC) não é sobre versionar configurações. A pergunta não é mais “por que usar IaC?” Quantas decisões financeiras, técnicas e operacionais sua empresa está deixando de tomar por não conseguir abstrair a própria infraestrutura? Porque enquanto sua equipe debate qual cloud é "melhor", a concorrência já está rodando workloads em múltiplos provedores, otimizando custo e latência em tempo real. Uma infraestrutura agnóstica não é luxo. É alavanca. Funções específicas com melhor suporte em outro ambiente? Roda lá. Região mais próxima do usuário? Você escolhe. Não é a cloud que decide. Quem domina a infraestrutura como código, domina o custo, o risco e a mudança. O problema não é a nuvem. Sem IaC, sua empresa não tem flexibilidade. Otimização não é uma planilha. É arquitetura. IaC não é sobre “como rodar melhor”. A infraestrutura deixou de ser suporte. E quem ainda não entendeu isso, vai continuar pagando caro por aquilo que deveria estar controlando.  ( 4 min )
    Vue.js Interview Questions and Answers
    Junior-Level Vue Questions What are the main features of Vue.js? Explain the concept of reactivity in Vue. What is the role of the Vue instance? What are directives in Vue? What is a Vue component? What is the Vue lifecycle? What is the difference between computed properties and methods? What is Vue CLI? What is the virtual DOM in Vue? 🔹 Mid-Level Vue Questions How does two-way binding work in Vue? What are watchers in Vue? How do you handle events between components? What are mixins in Vue? What is Vuex and why is it used? What are slots in Vue? What is the difference between v-show and v-if? What are dynamic components in Vue? What are the advantages of Vue over other frameworks like Angular or React? What is Nuxt.js? What problems does Nuxt solve? What are the benefits of using Nuxt.js? What is the difference between Vue and Nuxt? What is the purpose of the pages directory in Nuxt? What is the asyncData function used for? What are Nuxt modules? What is server-side rendering (SSR) in Nuxt? What is the nuxt.config.js file? What is static site generation (SSG) in Nuxt? 🔹 Mid-Level Nuxt Questions What is the purpose of the store directory in Nuxt? How does Nuxt handle routing? What is the head() method in Nuxt? What is the difference between asyncData and fetch in Nuxt? What is the layout system in Nuxt? What is the difference between universal and spa mode in Nuxt? What is the use of the plugins directory in Nuxt? How do you deploy a Nuxt app to production? What are some common performance optimizations in Nuxt? Question And Answer  ( 6 min )
    Unveiling Computer Associates Trusted Open Source License 1.1: An In-Depth Exploration
    Abstract: In this post, we explore the Computer Associates Trusted Open Source License 1.1 (CATOSL 1.1) as a modern solution to balance open source freedom with fair developer compensation. We walk through its origins, core concepts, applications, challenges, and future outlook. By comparing CATOSL 1.1 with other licenses – such as the MIT License and GNU GPL – we highlight its unique approach in embracing fair code licensing while supporting dual licensing and sustainable funding models. This analysis also incorporates insights from related resources like License Token and reputable discussions found on Hacker News and Stack Overflow, making it a comprehensive guide for developers, legal experts, and project managers alike. The open source ecosystem has long championed freedom, transpare…  ( 9 min )
    Run LLMs Locally with Docker Model Runner – A Real-World Developer Guide (Part 2)
    In Part 1 of this series, I explored how Docker Compose Watch helped accelerate development when working with Python-based AI apps. In this second part, I dive into Docker Model Runner – a powerful new feature that lets developers run large language models (LLMs) locally using OpenAI-compatible APIs, all powered by Docker. But getting it to work wasn't as plug-and-play as I had hoped. So this tutorial is both a how-to and a real-world troubleshooting log for anyone trying to follow the same path. Docker Model Runner is a beta feature (from Docker Desktop 4.40+) that allows you to: Pull open-source LLMs from Docker Hub or Hugging Face Run them locally on your machine Interact with them via OpenAI-compatible endpoints It removes the need to use separate tools like Ollama or Hugging Face Tran…  ( 4 min )
    My Recent Favorite AWS Topics "Introducing Strands Agents, an Open Source AI Agents SDK" etc
    Hello everyone. Recentry, I have played "Legends of Zelda Tears of Kingdom". This video game is amazing. Especially, Changing scenery is great!! Beautiful sunset, sunrise ... these are very impressinve. But, Collecting "Zonaite" is bit tired. I don't like underground world in this game. So, I may more like "Legends of Zelda Breath of the Wild" than it. If you know place of local procurement for 3 "Fan" and "Steering Stick", please let me know. This blog post is introduce my favorite recent AWS Topics. Especially, Strands Agents released is very attention! Collection period: 2025/05/12 Mon ~ 2025/05/17 Sat Introducing Strands Agents, an Open Source AI Agents SDK Strands Agents, an open-source SDK for building AI agents, has been released. Key points include: It uses a model-driven approac…  ( 5 min )
    🚀 Zyn: Modern C++ Project Management Made Effortless
    When you want full control over your C++ project without fighting with CMake boilerplate or inconsistent dependency setups, meet Zyn — a powerful tool designed for modern C++ workflows with Git-level dependency tracking, semantic versioning, and a clean project structure. 🔧 Quick Start zyn new my_project Add dependencies directly from Git: zyn install https://github.com/fmtlib/fmt.git@9.1.0 Run it fast, run it clean: zyn run --release 🧠 Why Zyn? Git-based dependencies with version locking Semantic versioning support Clean project layout with predictable src/, include/, and .zyn/ folders C++ standards support out of the box Automatic compiler flag generation 🛠️ Commands zyn new Create a new project zyn install Install dependency from Git zyn add Add a local dependency zyn run [--debug/--release] Run app zyn update Update all dependencies zyn clean Wipe build artifacts 🗂 Project Structure project/ 🔩 Configuration Example [directories] [dependencies] https://github.com/fmtlib/fmt.git", tag = "9.1.0" } [libraries] 🔁 Dependency Management [dependencies] Or use a local path: [dependencies] Zyn will lock versions, build automatically, and ensure reproducibility. ✅ Best Practices Always commit zyn.toml and .zyn/lock/ Use tagged releases instead of branches Run zyn update regularly to keep deps fresh Prefer minimal, focused dependencies — Zyn makes it easy 🧨 Conclusion Forget clutter. Zyn — When Control Begins.  ( 4 min )
    System Design Basics: Why The Right Method Matters
    There are a lot of design patterns, techniques, and ideas around us—both online and offline. An architect can always look towards them for inspiration. But it is very important to ignore the noise. In this series of articles, we will follow the book Righting Software by Juval Löwy, which refers to the entire concept of project and system design as "The Method". We will also refer to this idea as The Method throughout the series. By system design, we mean the design of the architecture, not the detailed design—which deals with how classes, interfaces, and contracts should be built within a component. Detailed design can be discussed in another series. There is a common misconception that a good architect needs decades of experience building systems to know what the right design decisions ar…  ( 5 min )
    Hidden Capabilities of Remix.js That Will Transform Your Approach to Markdown Blogs in 2025
    Over my 15+ years in web development, I've witnessed frameworks rise and fall, from jQuery to Angular, from Redux to React Query, and now to Remix.js. As we approach mid-2025, Remix.js has evolved into a powerful framework for creating fast, scalable, and SEO-friendly blogs. But here's the problem: most developers are missing out on Remix's most powerful capabilities, especially when building markdown blogs. In this article, I'll share battle-tested architectural patterns and techniques that you won't find in the official documentation or typical tutorials. These insights come from years of experience with various JavaScript frameworks and numerous production applications. If you're like most developers, you probably think of Remix as "just another Next.js competitor." This misconception p…  ( 9 min )
    Natural Language Browser Automation with Amazon Bedrock & Playwright
    Nova-click lets you control your browser with plain text commands. It's built with Amazon Nova (via Amazon Bedrock) and Playwright. Check it out on GitHub: nova-click. Aspect Key Takeaway What can it do? Convert plain text commands into browser actions. Dependencies? Only boto3 and Playwright required. Model? Amazon Nova (via Amazon Bedrock) Where to try? See the source on GitHub: https://github.com/Naoki0513/nova-click Who is it for? Ideal for developers and researchers interested in browser automation. Prompt: "Search for the most popular waterproof Bluetooth speaker under $50 on Amazon and add it to the cart. View the high-quality version here. # 1. Clone the repository git clone https://github.com/Naoki0513/nova-click.git cd nova-click # 2. Install dependencies pip…  ( 4 min )
    Boost Your English Reflexes with Amazon Nova Sonic
    Scenario Many people want to improve their English speaking reflexes simply to communicate effectively at work, not to master academic grammar or pass expensive language exams. Traditional language courses or private tutors can be costly and time-consuming, creating a barrier for those who just need practical, job-related English skills. AI-powered tools offer a more affordable and flexible alternative, allowing learners to practice real-life conversations anytime, receive instant feedback, and build confidence in speaking. This makes AI a smart choice for professionals who want fast, accessible, and focused language support. In this blog, we’ll show you how to build your own AI-powered English tutor—designed specifically for everyday professionals who just want to speak up and be heard.…  ( 4 min )
    🙌 I'm still learning prompt engineering, so feedback and suggestions are very welcome!
    Streamlining UI Coding from Figma with Cursor & MCP Server Noah ・ May 17 #react #nextjs #vibecoding #frontend  ( 2 min )
    Why Software Architecture Matters in Real .NET Projects (Part 1)
    When you’re building an app in ASP.NET Core, it’s easy to fall into the trap of just writing code that “works.” Especially when deadlines are tight. But if you’ve ever looked back at your project and thought, “Ugh, this is a mess,” then you know why architecture matters. Think of software architecture like the blueprint for a house. You wouldn’t build a house without planning where the walls, plumbing, and electrical systems go — same goes for your code. Here’s a common scenario I see all the time: Code Rot — where the codebase gets harder and harder to work with over time. The God Controller [HttpPost] public async Task Create([FromBody] OrderDto dto) { var order = new Order { CustomerId = dto.CustomerId, Total = dto.Total, CreatedAt = DateTime.UtcNow }; _context.Orders.Add(order); await _context.SaveChangesAsync(); return Ok(order.Id); } Looks simple enough, right? But think about what happens when you need: Good architecture gives you practical benefits: Yes, .NET is powerful. Yes, EF Core makes it easy to get started quickly. But most tutorials and templates push you toward patterns like: In this series, we’ll walk through real architectural patterns used in modern .NET applications — not just theory, but examples you can actually use in your next project. • Part 2: Layered Architecture – Classic, simple, and still useful. You don’t have to be at a huge company or working on a massive enterprise system to care about architecture. Even a small app can benefit from a bit of structure. If you're tired of messy codebases, hard-to-test logic, or struggling to add features without breaking things, this series is for you. Stick around — we'll turn those spaghetti controllers and thin services into something maintainable, scalable, and enjoyable to work with.  ( 5 min )
    How I Use ChatGPT to Plan Features as a Frontend Developer (And Where It Falls Short)
    Originally published on Medium. Sharing what actually works (and what doesn’t) when using ChatGPT to plan real-world frontend features. When I start building a new feature, my biggest challenge isn’t the code — it’s deciding where to start. I used to open my editor with a vague idea like: “Build login page.” Ten minutes later, I’d have five tabs open, three half-written files, and no direction. Then I started using ChatGPT — not as a boss, but as a planning partner. Here’s how I use it to move faster without getting lost, and also where it sometimes fails. Instead of: “Build dashboard,” I ask: “Break down steps to build a responsive dashboard in Next.js.” It usually gives me: Set up layout Add sidebar, header Fetch data from backend Render UI components Handle empty/loading/error…  ( 4 min )
    Alibaba Qwen 3 is a web developer's dream, Google AlphaEvolve literally thinks different, Meta's 3D avatar generator, and more
    Hello AI Enthusiasts! Welcome to the Nineteenth edition of "This Week in AI Engineering"! This week, Meta introduced AssetGen 2.0, marking a big step in AI-driven 3D modeling, Alibaba’s Qwen2.5 goes open-source with serious upgrades, DeepMind’s AlphaEvolve rewrites the rules of algorithm design, and OpenAI rolls out tools that could redefine how devs interact with code. With this, we'll also explore some under-the-radar tools that can supercharge your development workflow. Alibaba Qwen 3 is a Web Developer's Dream Alibaba's latest release,Qwen3, introduces a hybrid thinking architecture combining Mixture of Experts (MoE) models with enhanced reasoning capabilities. Pre-trained on ~36 trillion tokens (roughly double Qwen2.5’s data) spanning 119 languages/dialects Model Specifications: Qwe…  ( 7 min )
    2.3 ARCHITECTURES VERSUS MIDDLEWARE
    The role of Middleware in distributed systems Architectural Styles and Middleware (Middleware) Chapter 2.3 "Architectures vs Middleware" The Middleware Role Middleware is an intermediate layer between applications and distributed platforms. Its key task is to ensure transparency of distribution, hiding from applications the complexities associated with data distribution, processing and management. The connection of Middleware with architectural styles In practice, middleware often implements a specific architectural style: Object-oriented style: for example, CORBA (Common Object Request Broker Architecture), where interaction is built through remote objects. Event-oriented style: as in TIB/Rendezvous, where components exchange asynchronous event messages. Advantages of thi…  ( 5 min )
    Streamlining UI Coding from Figma with Cursor & MCP Server
    Hello there! I’ve been working as a frontend engineer for 4 years, and I still feel that reproducing Figma designs pixel-perfectly can be a time-consuming and tough job sometimes. I always thought… if we could build perfect UI components or sections directly from Figma using AI, we could spend more time on creative and meaningful tasks. So, I decided to explore MCP Server + Cursor, which has been trending recently, and share the whole experiment with you all. By the way, I just started using Cursor and building things this way — so I’m still learning and exploring. Please feel free to share your feedback or ideas in the comments! Design-to-Code Tools Figma MCP Server (https://github.com/GLips/Figma-Context-MCP) Cursor (claude-3.7-sonnet) Frontend Stack Next.js React TypeScript Tailwind CSS…  ( 6 min )
    Embeddings and Vector Search: How AI Understands Meaning Beyond Words
    If you’ve been exploring AI or machine learning lately, you might have come across the terms embeddings and vector search. At first, they sound a bit technical, but they’re actually super cool and powerful ideas that help machines understand meaning — not just keywords. Imagine you want a computer to understand words, images, or even sounds. But computers don’t really get language the way we do. So what do we do? We turn these things into numbers. More specifically, embeddings convert data — like a word or a picture — into a list of numbers called a vector. These vectors live in a kind of “number space,” where the position of each vector captures the meaning of the original thing. Because items with similar meaning end up as vectors close to each other in this space. For example, the words…  ( 4 min )
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    How to Install Wan2.1 VACE Locally: An All-In-One AI Video Creation & Editing Suite
    Imagine creating stunning videos from simple text prompts, editing existing videos seamlessly, or even generating realistic sounds directly from videos all on your own computer. That’s exactly what Wan2.1 VACE makes possible. Alibaba has introduced Wan2.1-VACE (Video All-in-one Creation and Editing), the latest open-source model of the popular Wan2.1 series, that integrates video generation and editing capabilities within a single multimodal framework. Wan2.1 is an open source suite of video generative models that’s redefining the possibilities of AI video creation. It doesn't just generate short clips, it supports Text-to-Video, Image-to-Video, Video Editing, Text-to-Image, and even Video-to-Audio tasks, all with top-notch quality. On GPUs like H100 or H200, Wan2.1 runs smoothly and deliv…  ( 7 min )
    Integrating Tailwind CSS with React: A Comprehensive Technical Guide
    Introduction The combination of React's component architecture with Tailwind CSS's utility-first approach has emerged as a compelling solution for modern web development. This integration addresses several pain points in traditional CSS methodologies while maintaining the flexibility needed for complex applications. Tailwind's utility classes work harmoniously with React's component model by keeping styles tightly coupled with their corresponding components. This eliminates the cognitive overhead of maintaining separate stylesheets and reduces the likelihood of styling conflicts in large applications. Tailwind's predefined design tokens (spacing scales, color palettes, typography settings) create consistency across React components without the need for custom CSS variables or style d…  ( 5 min )
    Go router navigation observer
    go_router is one of the most popular package for managing navigation in a Flutter application, and since it became part of the Flutter team, it has become the main recommended solution. It's very easy to use, yet feature-rich. However, with the introduction of ShellRoute, observing the navigation flow in your app and having routes that are "aware" of navigation changes has become more difficult. As highlighted in this issue, when you add a ShellRoute, the app loses reactivity to route changes: the NavigationObserver is no longer triggered. While waiting for an official fix or built-in solution from the Flutter team, we can still implement route-aware behavior by listening to the GoRouterDelegate. The following code listens to the GoRouterDelegate throughout the widget's lifecycle and uses …  ( 4 min )
    Process, Thread, Multi-threading, Concurrency
    ✅ Process মানে হচ্ছে একটা running program যেটার নিজস্ব memory space থাকে, কিছু data আর resource ধারণ করে, এবং নির্দিষ্ট একটা কাজ করে। 🧠 উদাহরণ: ✅ Thread মানে একটা process এর ভেতরে ছোট কাজের unit, যেগুলো একই মেমোরি শেয়ার করে একসাথে আলাদা কাজ করতে পারে। 🧠 উদাহরণ: 📌 মোটাদাগে বললে: ✅ Multithreading মানে: 🧠 উদাহরণ: ✅ Concurrency মানে: 🧠 উদাহরণ: সর্বসাকুল্যে বললে, Process হচ্ছে সম্পূর্ণ আলাদা প্রোগ্রাম, নিজের মেমোরি সহ। Thread হলো প্রসেসের ভেতরে ছোট ছোট কাজের ইউনিট। Multithreading হচ্ছে একই প্রসেসে একাধিক থ্রেড একসাথে চালানো, আর Concurrency হলো একইসাথে একাধিক কাজ সামলানো (parallel না হলেও)  ( 3 min )
    Get Started with Apple's FastVLM: A Step-By-Step Guide
    Apple’s FastVLM is here and it is currently emerging as a game-changer in Vision Language Models (VLMs), combining fast speed with state-of-the-art accuracy. It is designed for real-time performance without compromising on output quality, and uses FastViTHD, a hybrid vision encoder that drastically cuts down the number of image tokens, making inference lightning-fast even with high-resolution inputs. Its smallest variant outpaces LLaVA-OneVision-0.5B with an outstanding 85x faster Time-to-First-Token (TTFT), all while being 3.4x smaller in size. On the other end of the scale, its larger models powered by Qwen2-7B surpass recent competitors like Cambrian-1-8B, achieving 7.9x faster TTFT using just a single image encoder. If you’re running models on powerful servers or experimenting on mobil…  ( 6 min )
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    CSS Number Animation
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    Cybersecurity worm WannaCry
    Introduzione Fasi dell'attacco Attacco iniziale (Dropper o Phishing) Download e esecuzione del ransomware Exploit EternalBlue (MS17-010) Propagazione automatica nella rete locale Cifratura dei file Richiesta di riscatto Come difendersi: Mai cliccare su allegati sospetti Aggiornare sempre il sistema operativo Usare un antivirus aggiornato Fare backup frequenti  ( 3 min )
    Beyond LIKE: Mastering PostgreSQL's Built-in Full-Text Search
    A few months ago, my manager assigned me to a project that required improving its search functionality. The team initially considered Elasticsearch as the primary solution, though they were open to exploring alternatives. I researched the topic and discovered PostgreSQL's full-text search. Since our data was already stored in PostgreSQL, I compared the two tools. The application I worked on served private users and had strict privacy regulations, with complex conditions determining who could view or edit specific data within the company. These intricate queries proved challenging for Elasticsearch to handle effectively, while PostgreSQL's full-text search, being built on top of SQL syntax, required no extra work to handle this. It also integrates seamlessly with our existing database, req…  ( 8 min )
    From SaaS to Self-Hosted: Unlocking On-Prem Power with Authentik
    Hi there! I'm Shrijith Venkatrama, founder of Hexmos. Right now, I’m building LiveAPI, a first of its kind tool for helping you automatically index API endpoints across all your repositories. LiveAPI helps you discover, understand and use APIs in large tech infrastructures with ease. Authentik is an open-source identity provider that’s flexible, developer-friendly, and perfect for taking your SaaS application and making it available as an on-premises solution. If you’re looking to give your users the option to host your app themselves—complete with secure authentication—this post will walk you through the process. We’ll dive into why you’d want to go on-prem, how Authentik fits in, and step-by-step examples to make it happen. This guide assumes you’re comfortable with Docker, basic networ…  ( 7 min )
    Solving Software Problems with Common Sense: Lessons from Pólya
    Whether you’re debugging a stubborn production issue or architecting a scalable system, the nature of software development is deeply problem-solving at its core. Yet we rarely take a step back and ask: Are we solving problems effectively? Turns out, a Hungarian mathematician from the 20th century has some timeless advice for us. This post dives into some gold from George Pólya’s classic book, How to Solve It, and shows how its common-sense techniques originally meant for mathematics,are surprisingly useful for software engineers. Pólya's core idea is that general, common-sense questions help solve all kinds of problems,not just math ones. Consider these: What is the unknown? What are the data? What is the condition? These aren't math questions—they’re universal. They work whether you're …  ( 5 min )
    Unveiling CeCILL-B: A Comprehensive Exploration of a Fair Open Source License
    Abstract: This post takes you on a deep dive into the CeCILL-B Free Software License Agreement. Here, we explain its history, core concepts, applications, limitations, and future trends. We compare CeCILL-B to other popular licenses using tables and bullet lists, and we incorporate references from authoritative sources such as License Token, OSI Licenses, and discussions on Hacker News. Through technical yet accessible language and clear structure, we provide a holistic view on how CeCILL-B not only protects developers and the open source ecosystem but also guides the evolution of fair licensing in a rapidly changing digital world. The world of open source licensing continuously evolves, and among the plethora of licenses available, the CeCILL-B Free Software License Agreement stands out …  ( 8 min )
    Choosing A Template Engine: The More Powerful Problem
    Continuing on the topic of template engines, I would like to share my thoughts on the power of template engines, and how it relates to the power of abstractions in programming. First, let us look at the classification of template engines I have listed in my previous post: Logic-less: The template engine does not allow any logic in the template. All the logic is pre-applied to the variable content, our data, before it even arrives at the template engine. A typical example is Mustache. Logic-capable: The template engine allows you to define some logic in the template, such as not only what, but also when and how to display it. A typical example is Jinja2. Logic-full: Such template engines allow you to define any arbitrary logic in the template, by allowing you to even execute code in the …  ( 7 min )
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    Unveiling Asterisk Dual License: A Comprehensive Review and Future Outlook
    Abstract: This post offers an in‐depth review of the Asterisk Dual License. We explain its background, core features, applications, challenges, and future innovations. By exploring how the dual licensing model balances open source freedom with commercial compensation, we provide a holistic overview enriched with comparisons, practical examples, tables, and curated links. Keywords such as dual licensing, open source licensing, fair code, sustainable funding, and developer compensation are naturally woven throughout to optimize search engine visibility and inform a technically proficient audience. In today’s software ecosystem, finding balance between open collaboration and commercial reward has never been more critical. The Asterisk Dual License is a pioneering hybrid model that supports b…  ( 9 min )
    From Flow to Frustration — and Back Again: How I Made My Terminal Smarter
    Problem Description Do you know this feeling? You’re in the middle of coding. Your brain has created the logic and the full picture of how everything should work. Your fingers are flying across the keyboard, while you hold the entire system-its schema and the relationships between components-in your head. You’re not just writing variables and function calls. You’re creating interfaces, classes, structures. You’re building the system in real time-one large piece after another. You’ve caught the wave. 🌊 You’re deep, deep in the flow of creation. And then suddenly… you need to do something trivial-start a container, assign an IP address, add a service to systemctl. So you pause. Open a terminal. Try to recall the exact command. And Boom! - your flow is gone. Now you’re googling CLI flags,…  ( 6 min )
    [Boost]
    “It’s clear you are better than the reviewer” - said a Senior Software Engineer Stanley Azi ・ May 16 #webdev #vue #nuxt #career  ( 2 min )
    Day-28 of Coding
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    Managing Supabase Auth State Across Server & Client Components in Next.js
    This article intends to save you 10+ hours of your valuable time, effort, and ‘developer’ pain, which I think is an entirely different kind of pain In your Next.js project, you'll need a way to keep UI elements like your Navbar (a Client component) in sync with Supabase Auth state You might be thinking - React Context to the rescue. But wait! Next.js Authentication Guide states: React context is not supported in Server Components, making them only applicable to Client Components. Your Navbar is a Client component, seems all good. But, Supabase Server-Side Auth recommends access to Auth User data, using only supabase.auth.getUser() in Server Components. Example from Supabase Official Guide → Setting up Server-Side Auth for Next.js // app/private/page.tsx import { redirect } from 'next/nav…  ( 6 min )
    SpringBoot x QR code - PixelForest x REST
    Hahaha yes, spring too can do this ;) How REST fits in my app You can create the project via Spring Initializr or with the CLI: spring init --boot-version=3.5.3 --java-version=21 cd PixelForest Add these dependencies to your project com.google.zxing core 3.5.0 com.google.zxing javase 3.5.0 Tools Used Refer to this link to know more about ZXing Library = ZXing Refer to this GitHub link for the complete project = PixelForest Ways to Extend It Add JWT auth to secure the endpoint 🔐 Feel Free to create PRs for my project and enhance it  ( 3 min )
    100 Year Clock Wheel
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    Deploy a Node.js App on EC2 and Keep It Running Forever with PM2
    🌥️ Node.js Hello World on EC2 — Keep It Running Forever with PM2 Great for testing simple deployments on any cloud (AWS EC2, DigitalOcean, etc.). # Become root sudo su - # Install NVM (Node Version Manager) curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.34.0/install.sh | bash # Activate NVM . ~/.nvm/nvm.sh # Install latest Node.js nvm install node # Verify installation node -v npm -v # Update packages sudo apt-get update -y # Install Git sudo apt-get install git -y # Verify Git version git --version # Clone the Node.js sample repo git clone https://github.com/yeshwanthlm/nodejs-on-ec2.git # Move into the project directory cd nodejs-on-ec2 # Install dependencies npm install npm start Your app will now serve "A Monk in Cloud" — but it will stop when the terminal is closed or the server reboots. To fix that, let’s keep it running with PM2 👇 npm install -g pm2 pm2 start index.js --name BackendAPI 📝 Replace index.js with the name of your main JS file if different. pm2 startup Copy and run the command it outputs (something like this): sudo env PATH=$PATH:/root/.nvm/versions/node/vXX/bin /root/.nvm/versions/node/vXX/lib/node_modules/pm2/bin/pm2 startup systemd -u root --hp /root Then save the PM2 process list: pm2 save pm2 list # Show running apps pm2 logs # Show app logs pm2 restart monk-app # Restart the app pm2 stop monk-app # Stop the app pm2 delete monk-app # Remove it from PM2 Node.js is installed with NVM App is deployed and running PM2 keeps it alive forever App auto-starts after reboot You can also: Use NGINX as a reverse proxy for clean domain access Add HTTPS with Let’s Encrypt Connect a CI/CD pipeline Let me know in the comments if you'd like a guide for any of those! 🙌  ( 4 min )
    SOLUTIONS ARCHITECT VS. PRESALES IN THE CLOUD INDUSTRY: AWS SOLUTIONS ARCHITECT AND PRESALES
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    I'm a self-taught dev from a small town in India. I need help getting a laptop/PC — can't afford one.
    I’ll keep this real — I’m a 21-year-old junior web developer from a small town in Gujarat, India. I never had the money to study Bachelor of IT or CS, so I taught myself how to code during my diploma in mechanical engineering. I have a huge passion for coding, After a few months of grinding through online tutorials, projects, and sleepless debugging nights, I landed my first dev job at a small service-based company. It doesn’t pay much (₹25k/month), but it was a start. I’ve been working on real projects using React, Next.js, etc., and learning more every day. Now the project I was working on just ended, and I have to return the laptop and PC the company gave me. I’ll still be working from the office on their machines, but I won’t have any personal setup at home. The problem is — that’s whe…  ( 4 min )
    📝 Building a Resume with HTML & CSS and Sharing It on GitLab...
    📝 Building a Resume with HTML & CSS and Sharing It on GitLab Today I created a beautiful and responsive resume using HTML and CSS, and I’m excited to share that I also pushed it to GitLab! This small project helped me practice frontend development while building something useful for my career. To design a simple resume using only HTML and CSS, structure the content professionally, and upload it to GitLab for sharing and version control. HTML5 – for creating the structure of the resume CSS3 – for styling and layout Git & GitLab – for version control and hosting resume/ │ ├── index.html ├── style.css └── README.md index.html My Resu…  ( 4 min )
    Building My Personal Resume Website Using HTML & CSS & Deploying It to GitLab
    🧑‍💻 Building My Personal Resume Website Using HTML & CSS & Deploying It to GitLab Creating a resume is important—but creating one using HTML and CSS takes it to the next level! Today, I built a clean, responsive resume website from scratch and uploaded it to GitLab for version control and collaboration. In this blog, I’ll walk through the process, share the code, and explain how I pushed it to GitLab. Whether you're a beginner or looking to sharpen your front-end skills, this guide will help you get started. HTML5 CSS3 VS Code Git & GitLab I started by writing the basic structure of the resume using HTML. Here's a simple version of the layout: <…  ( 4 min )
    Tailstore: Free Tailwind 4 CSS eCommerce Template for Your Next Online Store Project
    If you're building an online store and looking for a sleek, modern, and responsive template — Tailstore might be just what you need. Built entirely with Tailwind CSS, this free eCommerce template is perfect for developers, indie makers, or startups who want to move fast without compromising design and usability. As a developer, I often find myself reinventing the wheel — especially when starting new eCommerce projects. Either the templates are bloated, outdated, or locked behind paywalls. So I decided to build Tailstore, a clean and lightweight Tailwind CSS eCommerce template that anyone can use, adapt, and scale. Tailstore is designed with performance and simplicity in mind. No dependencies beyond Tailwind. No overcomplications. Just clean HTML and reusable components — perfect for customization or integration into your favorite stack (Laravel, Next.js, Nuxt, etc.). Here's what Tailstore comes with out of the box: Responsive Hero Slider (Swiper.js) to highlight products or promos Brand Carousel to showcase partnerships Latest / Popular Products Grid Blog Section for content marketing Newsletter Signup Form Product grid with filters (categories, price range) Single product view with: Image gallery Tabs for description / reviews Social sharing buttons Authentication Clean Register / Login pages 404 error page Shopping cart and checkout flow with promo code support Built with Tailwind CSS Uses Tailwind 4 utility classes Fully responsive layout Easily extendable with Tailwind UI or your custom components Mobile-first and minimal Tech Stack No JavaScript frameworks — you choose how to integrate it! 📦 Use Cases Tailstore is great for: MVPs and startup demos Learning Tailwind CSS through real-world layout structure Integrating with headless CMS (like Sanity, Strapi) Customizing for Shopify Hydrogen / Next.js Commerce You can download, clone or fork the project here: website spacemadev/tailstore4 It’s open-source, MIT-licensed, and ready for your next idea.  ( 3 min )
    Dica de TI: Concatenação
    Dica de TI será uma série de posts com conteúdo sobre tecnologia. São posts curtos explicando alguns conceitos. Nos exemplos a linguagem usada será: Java Concatenar significa "colocar junto", “juntar-se”, “ligar-se” Para concatenar duas String, usa-se o método concat. Note que, já que o tamanho de uma String não pode mudar, a concatenação resulta na criação de um novo objeto. Também pode-se usar o operador + para a concatenação. Por exemplo, no trecho de código abaixo, a mesma linha é impressa duas vezes: String s1 = "Olá "; String s2 = "Mundo!"; System.out.println( s1.concat( s2 ) ); System.out.println( s1 + s2 ); As strings no java são imutáveis, ou seja, seu valor não muda A partir do java 15 tem um recurso chamado text blocks onde é possível formatar a string da forma como você quer que apareça, pode colocar parágrafo e espaço. Vídeo da Loiane que explica sobre: https://www.youtube.com/watch?v=FOq6wn5iD4Q  ( 3 min )
    The Ultimate VPS Security Guide
    DevSecOps: The Ultimate VPS Security Guide 1. Introduction to SSH SSH (Secure Shell) is a cryptographic protocol for secure remote server management and file transfers. It’s the modern replacement for insecure protocols like Telnet. Pro Tip💡: Use an SSH config file to manage multiple server connections efficiently. Most OSes (Linux, macOS, Windows) include built-in SSH clients. 2. Connecting to Your VPS Connect to your VPS using the root credentials and IP address provided by your host: Ex: ssh root@194.68.123.45 First Connection: Verify the server’s fingerprint to prevent man-in-the-middle attacks. SSH stores it locally for future validation. 3. Server Hygiene: System Updates Regular updates are your first defense against vulnerabilities. Refresh Package Repository: sudo apt update Re…  ( 5 min )
    An Introduction To App Development With Advanced Vibe Coding
    Written Date: 5/17/2025 For the last 2 years I've been using AI to drive most of my development efforts. It wasn't called "vibe coding" then, but it was just as frowned upon. The phrase "AI slop" was coined and tossed around willy nilly. Under every rock and around every corner you would find an expert ready to jump out and say that AI was overhyped. It was tenuous time to be using AI for helping you code. I will admit that the concerns brought forward were true then and are still mostly true now. However, there were these moments of brilliance that would shine through. These felt like samples of what was to come in the future, something that we would eventually consider to be just plain normal. I've held on to the inspiration and hope that came from those moments of clarity and brilliance…  ( 4 min )
    AI-Ready Congressional Data: Building a Python Tool for Plaintext Extraction
    Let's cut to the chase: Congressional Records are gold mines of political data, but they're trapped in PDFs and scattered across congress.gov. Yeah, there's an API, but it just gives you more PDFs or links to HTML pages. Not exactly AI-friendly. I needed plaintext, I needed it in bulk, and I needed it yesterday. So I built a Python tool that: Grabs data through the congress.gov API Ignores those pesky PDFs Extracts clean plaintext from the HTML pages Organizes everything neatly Why plaintext? Because you can actually do something with it! Search it, analyze it, feed it to AI models, cite specific sentences, or just read it without your eyes bleeding from PDF formatting. The tool leverages several key strategies to efficiently download records: The script uses the official congress.gov API,…  ( 6 min )
    Setup the easiest i18n system with NO KEYS
    Alright, let's cut to the chase. You're building a React MVP. You need to be fast, lean, and focused on validating your core idea. So why, oh why, are you already thinking about t('user.welcome.message.short')? Internationalization (i18n) is crucial for global reach, no doubt. But for an MVP, traditional i18n setup is often a premature optimisation, a time sink when you should be shipping and iterating. It means wrestling with JSON files, getting lost with keys everywhere in your app, and losing velocity at a time you shouldn't. i18n-keyless This is where the "keyless" philosophy, then first time embodied by i18n-keyless, becomes your MVP's best friend. The concept is refreshingly simple: Just write your UI text directly in your components, in your main language. That's it. import * as I…  ( 5 min )
    TIL: ERB verbatim tag
    TIL about the new-ish "verbatim" ERB tag: is equivalent to:  ( 2 min )
    Stop Using :valid in Your Forms — Try This New CSS Feature Instead
    If you’re a web developer like me, you’ve probably styled a form before. And if you’re anything like me, you’ve tried to be helpful — maybe you added some color changes with input:valid or input:invalid, outlined fields, maybe even threw in a little transition effect. But then this came to your mind: Wait, why is this field showing up as valid before the user even typed anything? 🤦 Want smart web dev tips like this delivered straight to your inbox? join the newsletter and get your CSS selector cheat sheet for free You try to be nice to users. Give them visual cues. Maybe you change the border color on a valid input, or show a message when they make a mistake. You think you’re doing a good thing. But then someone opens your form and sees green borders before they’ve even clicked a thing. Valid already? They didn’t even type! It’s wrong. It feels broken. And worse: it actually is misleading. Let’s not even talk about accessibility. Using just colors for feedback? That’s a hard “no” if you care about users with color blindness. CSS pseudo-classes like :valid and :invalid don’t wait for the user to interact. If the input field meets the required rules on page load (or fails them), the styles apply instantly. That’s why your untouched email field might already look like a success story. Not cool. Say hello to :user-valid and :user-invalid. These two pseudo-classes work exactly how you always wanted :valid and :invalid to behave: *They wait for user interaction. Nothing changes until the user actually types, blurs, or otherwise engages with the input. Now that’s user-friendly feedback. If you’re still using :valid/:invalid on untouched fields, you're frustrating users. They’re seeing red borders before they’ve even typed anything. Or worse—green borders that falsely imply their input is good. By switching to :user-valid and :user-invalid, your forms become: ... Read the full article here  ( 4 min )
    DSA Chronicles Day 3: Solidifying the Core – 5 Problems, 5 Learnings
    Problem 1 Longest Substring Without Repeating Characters Problem: You must write an algorithm that runs in O(n) time. Link to problem: https://leetcode.com/problems/longest-consecutive-sequence/description/ Approach: First Thought: Used a basic count[256] array to track frequency of characters. Tried checking frequency and updating start directly if a duplicate was found. Misplaced order of start++ and count[s[start]]--, which caused logic errors for overlapping characters. Final Approach: Used Sliding Window technique with two pointers start and end. Maintained a count array to track how many times a character appeared in the current window. On detecting a duplicate character (count[s[end]] > 1), shrunk the window using a while loop. Then decreased count[s[start]] and moved start forwar…  ( 5 min )
    🚀 Hire a PHP Laravel Developer to Build Scalable Web Apps, Admin Panels, and DApps – 7+ Years of Experience
    🚀 Hire a PHP Laravel Developer to Build Scalable Web Apps, Admin Panels, and DApps – 7+ Years of Experience Hi, I'm Surender, a full-stack web developer with over 7 years of experience crafting reliable, scalable, and secure web applications using PHP, Laravel, CodeIgniter, and modern cloud/backend tools. Whether you're building a dynamic website, an admin dashboard, or even a decentralized app (DApp), I bring both experience and technical depth to the table. I help clients turn their ideas into fully functional web apps with: ✅ Full-stack development using PHP (Laravel, CodeIgniter) ✅ REST API & backend development ✅ Admin panels and dashboards ✅ Web3 DApps (Ethereum integration, Solidity basics) ✅ Database design & optimization (MySQL, MongoDB) ✅ Bug fixing, refactoring, and performance tuning ✅ Deployment & CI/CD with GitHub Actions or Jenkins 👉 Check out my Fiverr Gig here Category Tools Backend PHP, Laravel, CodeIgniter, Nodejs Frontend Reactjs, HTML, Bootstrap, Tailwind Web3 Solidity basics, Web3.js Database MySQL, MongoDB DevOps Docker, GitHub Actions, Jenkins Deployment GCP, AWS EC2, Shared Hosting Version Control Git, GitHub Developed a full-featured CRM system for a logistics company, including user roles, ticketing, and reporting. Integrated automated backups and role-based access control. Built a lightweight admin panel for an eCommerce platform using CodeIgniter. Features included product management, user access, and sales reports. Helped a blockchain startup create a proof-of-concept DApp integrating basic smart contract interactions using Web3.js and Laravel. If you're building something exciting or need help fixing/optimizing an existing web application — let’s connect! ✅ Visit My Fiverr Profile 💬 Or reach out via LinkedIn or Email (add your contact/email here if applicable) Clear and fast communication Clean, maintainable code On-time delivery Flexible and open to feedback Affordable pricing with top-tier quality Let’s build something great together!  ( 4 min )
    Building a Sentiment Analysis App with React, Flask, and Hugging Face Transformers
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    Build a Local RAG with Ollama 🚀
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    [Boost]
    Build a Local RAG 💻 with Ollama, Huggingface, FAISS and Google Gemma 3 ✨ 𝚂𝚊𝚞𝚛𝚊𝚋𝚑 𝚁𝚊𝚒 for Apideck ・ May 8 #programming #python #ai #tutorial  ( 3 min )
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    You Spoke, We Listened: Supercharged Templates & Frontend Event Delivery are Here!
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    12 Free AI Tools Developers Can Use to Launch a Profitable Side Project (Without Paying a Dime)
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    Top 15 VSCode Extensions Every Angular Developer Should Know About
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    اردو ٹیکسٹ مینیجر
    Check out this Pen I made!  ( 2 min )
    The Fourth Step into the World of RxJS: Unfinished Streams - Silent Killers of Applications
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    Show us your open-source project
    Hello everyone, I'm Antonio, CEO and Founder at Litlyx. I hope you’re all doing well. It’s been a long time since I’ve posted here, and that’s because we’ve been in an acceleration program that is coming to an end. Now, let’s talk about your amazing project that’s been hidden away, waiting for its moment to shine. Share your open-source project using the following format (and in the meantime i start with ours): Website: Litlyx Stars: +1.3k Repository link: Litlyx Analytics Description: Litlyx is an European alternative to Google Analytics or Posthog. Track web analytics and custom events. Get up and running in 30 seconds. Fully GDPR-compliant. Share your project down below.  ( 3 min )
    From Idea to Code: How to Build What’s in Your Mind (Without Giving Up)
    Image created by Grok 💡 "What if I built…?" That spark of an idea in your mind—whether it’s a quirky app, a game, or a tool to solve a problem—is worth pursuing. Too many great projects die in the "someday" stage. But you can bring yours to life. This guide will help you: ✅ Turn vague ideas into real projects ✅ Build without burning out ✅ Ship something you’re proud of Step 1: Stop Waiting for the "Perfect" Idea 🚦 Rule #1: Done > Perfect Twitter started as a SMS status updater Minecraft was a simple block experiment Your first version just needs to work, not be flawless Try This: Write down your idea in one sentence: "A [type of app] that [solves X problem] by [unique approach]." Step 2: Break It Into Tiny Pieces 🧩 Example: Building a Pomodoro…  ( 4 min )
    Top Reasons to Outsource Image Annotation for Machine Learning
    In the fast-growing fields of machine learning (ML) and artificial intelligence (AI), image annotation is fundamental to developing reliable models. That’s where image annotation comes in—the process of labeling and highlighting objects, features, patterns, or any other elements of an image that may be useful for a machine learning program or model. However, performing image annotation in-house can also be time-consuming, resource-intensive, and expensive. This is one of the reasons why outsourced image annotation has become a popular approach. In this post, we’ll examine the challenges of standalone image annotation and the best reasons to outsource image annotation for machine learning. 1. Cost Efficiency A major reason that companies choose to outsource image annotation is to save time …  ( 5 min )
    Заменят ли нас нейросети?
    И чем ближе мы оказываемся к центру города, тем плотнее нас окружают волшебные сады диковинных технологических растений. Такие машины, как генеративные нейросети, gpt-модели стали частью нашей реальности, как когда-то электричество и интернет. Их громко называют "искусственным интеллектом", про них пишутся статьи и в этот момент, когда слова текут из машин быстрее, чем из человеческих уст, человек впервые ощутил, что он больше не уникальный обладатель языка. Для кого-то этот вопрос стал источником страха, как для луддитов в Англии, которые со страхом смотрели на прядильные станки. Работники, чья работа - создание текста, читают новости о сокращениях, связывают эти события с появлением gpt-моделей и задаются вопросом: что буду делать я, когда эта система, не знающая усталости, будет еще умн…  ( 6 min )
    Rethinking Control: The Evolving Human Role in a World of Smart Machines
    In this video (an excerpt of our next Frontiers of Software Engineering interview), Genaina Rodrigues discusses the critical and evolving role of humans in autonomous and robotic systems, emphasizing the distinction between "Human in the loop" (where humans are directly involved in decision-making and can intervene) and "Human on the loop" (where humans supervise or monitor the system). She argues that humans are an inevitable part of these processes, whether as active or passive stakeholders. She uses several examples to illustrate her points, including challenges in autonomous driving and autonomous avionics. A significant portion of her discussion focuses on the Boeing 737 MAX crashes. She explains that the accident wasn't just a system failure but involved a cascade of issues, includin…  ( 3 min )
    Clean & Scalable Error Handling in JavaScript: How to Manage Async Errors Without Try-Catch
    Handling async errors in JavaScript often turns into a mess of try-catch blocks everywhere. It clutters your code and gets harder to deal with as the project grows. What if there was a way to handle async errors that's cleaner, easier to scale, and keeps the logic separate from your main functions? That’s exactly the idea behind Lovit — a library designed to help you manage async errors without stuffing try-catch blocks everywhere. It provides a structured, readable way to handle things like 404s and network failures outside your main logic. lovit.dev Let’s say you’re fetching posts from an API: async function getPosts() { try { const res = await fetch('http://localhost:3001/posts'); if (res.status === 404) { console.warn('⚠️ Posts not found'); return; } con…  ( 4 min )
    Discover how Python, Large Language Models (LLM), and Model Context Protocol (MCP) come together to create an intelligent reporting app. This project simplifies data analysis and delivers automated reports with insightful visualizations.
    How to Build an AI Reporting App with Python, LLM, and Model Context Protocol (MCP) Dandi Pangestu ・ May 17 #python #ai #llm #mcp  ( 2 min )
    How to Host a Static Website on Azure Blob Storage
    Hosting a static website on Azure Blob Storage is a simple, cost-effective way to make your web content accessible globally. In this tutorial, I'll show you how to deploy a static website using Azure Blob Storage, starting with a sample website I downloaded and edited using VS Code. Conclusion Before we get started, make sure you have: An active Azure account. Visual Studio Code installed. A sample static website ready to deploy. Firstly, you download the sample static website from Luther, unzip the file, and saved it to a preferred location on your local machine. Using VS Code, open the sample website files and make the necessary edits on index.html. Edit the White parts like name and intro and then Save. Run the website by selecting Run without debugging in VS Code to open the webs…  ( 5 min )
    Python ↔ JavaScript? HTML ↔ JSX? Explore These Code Converters
    Translating code across programming languages has become a common need in 2025. Whether you're building a React app and need to convert HTML to JSX, or transitioning logic from Python to JavaScript, reliable code converters save time and reduce bugs. Why Developers Need Code Converters Try These Popular Converters 1. Python to JavaScript Converter Try Python to JavaScript Converter (https://beautifyourcode.com/python-to-js) 2. HTML to JSX Converter Convert HTML to JSX Now (https://beautifyourcode.com/html-to-jsx) 3. JSON to TypeScript Converter 4. JavaScript to Python Real-World Scenarios Converting backend logic (Python) into dynamic UI behavior (JavaScript) Porting legacy HTML pages into modern React components Building cross-platform apps with a single source of logic Final Thoughts Visit https://beautifyourcode.com for more developer tools, tips, and converters.  ( 3 min )
    How Code Beautifiers Improve Readability and Debugging
    In today’s fast-paced development environment, writing clean, readable code isn’t just a luxury—it's a necessity. Whether you're working solo or collaborating on a large project, messy or minified code can slow down your workflow and increase the chances of errors. This is where code beautifiers come into play. These tools automatically restructure and format your code to make it more human-readable while preserving its functionality. But beyond aesthetics, code beautifiers offer real advantages when it comes to debugging, collaboration, and maintainability. What Is a Code Beautifier? function add(a,b){return a+b;} Minified scripts for debugging 1. Improved Readability 2. Easier Debugging if(x==10){ console.log("Equal"); } else{console.log("Not Equal");} 3. Consistent Coding Standards 4. Faster Review and Collaboration 5. Support for Multiple Languages How Code Beautifiers Help in Real Projects Conclusion If you haven't already integrated a code beautifier into your development workflow, now is the perfect time to start. Whether you're working on personal scripts or enterprise-level applications, clean code makes every task—from debugging to deployment—smoother and more efficient.  ( 4 min )
    🎙️ Introducing react-native-voice2text: Seamless Voice-to-Text for React Native Android Apps 📱
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    Why the Future of AI Note Taking is Local, Offline, and Open Source: Taking Back Control of Your Meeting Data
    Cloud-based SAAS tools are everywhere. Many popular AI tools for transcribing and summarizing meetings rely on sending your sensitive audio and transcripts to external servers. While convenient, this approach raises significant questions about data privacy, security, and control. What if there's a better way? The future of AI note-taking is increasingly heading towards solutions that are local, offline, and open source. This shift is driven by a fundamental desire to Take Back Control of Your Meeting Data. When you use a cloud-based AI meeting assistant, your confidential data, including the audio of your conversations, the full transcripts, and the generated summaries leaves your computer and is processed on servers you don't control. For many users, especially in business settings, this…  ( 7 min )
    Building a Cloud-Native S3 Honeypot Detection Pipeline on AWS
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    Breaking Up With ORMs – Part One: Reclaiming Control with Custom SQL Adapters
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    `*` iterable unpacking for Python function
    Buy Me a Coffee☕ *Memos: My post explains variable assignment. My post explains parameters and arguments. My post explains iterable unpacking in variable assignment. My post explains * for iterable unpacking in variable assignment. My post explains ** for dictionary unpacking. My post explains *args and **kwargs in function. You can use * for a function parameter and argument for iterable unpacking as shown below: A * is an iterable unpacking operator. A function can have only one *parameter which is *args conventionally. *A *parameter is a var-positional parameter. A *parameter can store zero or more values as a tuple. A *parameter cannot have a default value. Zero or more *iterables can be used as the arguments passed to the zero or more parameters including a *args and **kwargs. def…  ( 5 min )
    `*` iterable unpacking in Python variable assignment
    Buy Me a Coffee☕ *Memos: My post explains variable assignment. My post explains iterable unpacking in variable assignment. My post explains * for iterable unpacking in function. My post explains ** for dictionary unpacking. My post explains *args and **kwargs in function. You can use * for iterable unpacking in a variable assignment as shown below: *Memos: A * is an iterable unpacking operator. A *variable can store zero or more values as a list in a variable assignment. Only one *variable can be used in each expression of the left side of a variable assignment. Zero or more *iterables can be passed to a function with the zero or more values unpacked from zero or more iterables. *v1, v2, v3 = [0, 1, 2, 3, 4] *v1, v2, v3 = (0, 1, 2, 3, 4) v1, v2, *v3 = [0, 1, 2, 3, 4] v1, *v2, v3 = [0, …  ( 5 min )
    Iterable unpacking in Python variable assignment
    Buy Me a Coffee☕ *Memos: My post explains variable assignment. My post explains * for iterable unpacking in variable assignment. My post explains * for iterable unpacking in function. My post explains ** for dictionary unpacking. My post explains *args and **kwargs in function. You can unpack the iterable which has zero or more values to one or more variables as shown below: *Memos: A set of the one or more variables with one or more commas(,) in a variable assignment is an iterable unpacking so v1 = and v1, = are different. The number of variables must match the number of values unless a *variable is used. The one or more values with one or more commas(,) are a tuple. v1, v2, v3 = [0, 1, 2] v1, v2, v3 = 0, 1, 2 # Tuple v1, v2, v3 = (0, 1, 2) # No error v1, v2, v3 = [0, 1] # ValueErro…  ( 4 min )
    Stop Losing Clicks: How Open Graph Makes Your Links Stand Out
    When someone shares your website link on WhatsApp, LinkedIn, or Facebook… what shows up? Created by Facebook, OGP defines a set of meta tags that turn any web page into a “social object.” In other words: when someone shares your link, you decide the title, description, image, language, and other details that appear. Without these tags, social networks try to guess what to display—and the result isn’t always pretty. Improve how your shared link looks Increase click-through rates Strengthen your brand identity Add these tags inside your HTML : <meta property="og:image" content="https://mywebsite.com/preview-image.…  ( 4 min )
    Add Real-Time Heart Rate Monitoring to Any Site (No App, No Camera, Free API)
    Built a heart monitor that works without wearables, camera, or app — just a smartphone on your chest. Powered by real ML, used in 500K+ sessions. 🔍 What’s Inside: 🔥 Why I Built This 🚀 What We Offer 🧪 How It Works 🎯 Ideal Use Cases ⚡ Free API Key I'm Michal, the founder of HeartScan, a heart-monitoring tool that uses just a smartphone’s built-in accelerometer—no camera, no wearables, no special sensors required. A few years ago, after a stressful business dispute and forced relocation from Minsk to Warsaw, I started experiencing worrying chest pains. Doctors couldn’t provide clear answers, and typical diagnostics were inconclusive. Frustrated and worried, I used my background in radiophysics and MATLAB to analyze my heart vibrations with my phone’s accelerometer. Shocking…  ( 4 min )
    Introducing ShadowBox: A Privacy-First Cloud Storage App
    Introducing ShadowBox: A Privacy-First Cloud Storage App Hey everyone 👋 Just wanted to share a project I’ve been working on called ShadowBox — an open-source, privacy-focused cloud storage app. If you're into encryption, privacy tools, or building apps with Flutter and Python, this might be up your alley. With all the data breaches and privacy concerns out there, it’s hard to trust big-name cloud storage platforms. ShadowBox is my attempt to build something different — a secure, open-source alternative that gives users full control over their files. The idea is simple: strong encryption, a clean interface, and the potential for decentralized storage using IPFS. Right now, it’s a working prototype with: A Flutter-based mobile app (also works on web) A Python/Flask backend AES-256 file en…  ( 3 min )
    A Step-by-Step Guide to Deploying Web Apps on Azure App Service Using CI/CD
    Overview Prerequisites Step 1: Set Up Your Azure Resources 3.Create an App Service Plan: •Review + Create 4.Create a Web App: •On the "Web App" portal, enter the following details; - Resource group - Name - Publish Runtime stack - Operating System OS - Region •Click "Review + create" then "Create" Step 2: Push Your Code to GitHub https://github.com/your-username/your-repo.git https://github.com/Blucon83/blucon-web-app.git) 2.Push your web app: Step 3: Configure Azure Deployment Center Step 4: Monitor Your Deployment Step 5: Examine the GitHub Workflow Conclusion You've now set up a complete CI/CD pipeline for your beautiful web application on Azure App Service! Every time you push code to your main branch, GitHub Actions will automatically: 1.Run tests and build your application 2.Deploy it to Azure App Service 3.Make it available to your users This setup ensures rapid, reliable deployments while maintaining high quality standards. The automated pipeline reduces human error and allows you to focus on building great features for your beautiful application.  ( 4 min )
    Live Train Running Status: How to Check Your Train’s Real-Time Location
    Traveling by train in India is an adventure filled with scenic views and bustling stations. But let’s be honest—waiting at the platform or wondering if your train is on time can be stressful. Thanks to technology, you can now track your train’s real-time location with ease. Whether you’re checking the train running status or curious about your live train status, this guide will show you how to stay updated on your journey. Let’s dive into the simple ways to check your IRCTC train status and ensure you’re always in the know about my train. Trains don’t always run on schedule. Delays, diversions, or unexpected stops can disrupt your plans. Knowing the live train status helps you: Plan your arrival at the station. Inform family or friends about your exact location. Avoid long waits at the pla…  ( 5 min )
    Quick read to know what Model Context Protocol is ...
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    From Microservices to Monetization: Building a Real Estate Platform the Right Way
    Intro Section: After 15 years in software development and test automation, I decided to build something of my own — a real estate (Immobilien) platform tailored for the German market. The idea was to combine what I know best: robust backend architecture, modern TypeScript frontends, and secure authentication — all designed from the ground up for monetization. This article walks through the architectural decisions, technical challenges, and hard-earned lessons that shaped the platform. ⸻ 🧱 Why Microservices? I started with one clear goal: keep things clean and scalable. The platform includes: So I split it into microservices: ⸻ ⚙️ Key Technical Choices UUIDs for IDs: Database Design: File Uploads in PostgreSQL: Keycloak Auth: DevOps with ECS + Terraform: ⸻ 🖼️ Frontend Stack ⸻ 💡 Lessons Learned ⸻ 🚀 What’s Next? ⸻ ✌ Final Thoughts If you’re considering building your own SaaS — go for it. I’m not just building a side project. I’m building a real app. ⸻ Need Help? Want to chat tech, design, or growth? Drop a comment — let’s connect!  ( 4 min )
    Migrating from MongoDB to Amazon DocumentDB
    Modern applications today often use document databases. For years, MongoDB has been the preferred choice for developers to build applications using JSON-like document data structures. However, a move to a fully managed service like Amazon DocumentDB is attractive when workloads increase. Built from the ground up, Amazon DocumentDB (with MongoDB compatibility) is highly available, robust, and scalable. It supports common MongoDB drivers and tools, making it easy to move teams without changing application code. This article will guide you step-by-step through migrating data from MongoDB to Amazon DocumentDB using the AWS Database Migration Service (DMS). Before you begin the migration, make sure you have the following: An Amazon DocumentDB cluster already created and available in your AWS ac…  ( 4 min )
    Java if-else-if ladder with Examples
    The Java if-else-if ladder is a fundamental control flow statement widely used in programming to make multiple decisions based on different conditions. It allows developers to execute specific blocks of code depending on which condition evaluates to true, providing a clean and efficient way to handle complex decision-making scenarios. This construct is essential for writing robust Java applications, especially in areas like software development, web applications, and backend services. In practice, the if-else-if ladder helps streamline conditional logic by checking one condition after another until one matches. This approach reduces nested code complexity and improves readability, which is crucial for scalable and maintainable code. It’s often paired with other control structures and modern Java features to optimize performance and user experience in real-time applications.  ( 2 min )
    Idk if this is allowed or not but I have a samsung 20 fe 5g that is stuck in major boot loop and I have already tried the usual hard reset .. I have wiped it and tried recovery , everything short of stripping OS and putting new in...any suggestions
    A post by Rachel Blaylock  ( 3 min )
    What is SQL and Why Does It Matter
    "SQL Isn’t Just a Query Language – It’s a Superpower for Data Thinking" Introduction: In this post, let’s go beyond the textbook definition and explore what SQL is, why it's timeless, and how learning SQL rewires your brain to think in data. What is SQL – Really? Show your data (SELECT) Add new data (INSERT) Change existing data (UPDATE) Remove data (DELETE) But here’s the twist: SQL isn’t about databases — it’s about questions. SQL is like Google Search, but for your company’s private data. It’s Everywhere Every company with a database uses SQL — MySQL, PostgreSQL, Oracle, SQL Server. It's supported in Excel, Google Sheets (QUERY), and business tools like Power BI, Tableau. No-Code & Low-Code Movement SQL is the Gateway to Data Science How SQL Builds Your Thinking Muscle Break down messy problems into logical steps. Build a habit of asking the right questions. Spot patterns, outliers, and insights faster than others. Conclusion SQL isn’t just syntax. It’s a way of thinking clearly about data. Whether you're building apps, writing reports, or exploring insights, SQL gives you a superpower to talk directly to your data.  ( 3 min )
    React Native’s New Architecture: A Beginner-Friendly Guide to Faster, Smoother Apps
    React Native’s new architecture is a game-changer for mobile developers, offering a massive boost in performance, flexibility, and scalability. This shift is centered around three core technologies – Fabric, TurboModules, and JSI (JavaScript Interface) – which together provide a more seamless bridge between JavaScript and native code. Why a New Architecture? The old React Native bridge worked well, but it had some limitations: Performance Issues: Communication between JavaScript and native code was slow and asynchronous. High Memory Usage: The old bridge duplicated data, increasing memory usage. Complex Debugging: It was hard to track bugs across the JS-native boundary. The new architecture fixes these problems, providing a more responsive and efficient framework. Key Components of the N…  ( 8 min )
    Vibe Coding: How Music, Mood & Code Combine for Peak Productivity
    In a world filled with distractions, staying focused as a developer can be a real challenge. Enter vibe coding — a modern trend that blends music, mood, and programming into one powerful formula for productivity. Whether you’re debugging a complex script or building an app from scratch, the right vibe can make all the difference. But what exactly is vibe coding, and why is it becoming so popular among developers? Let’s dive in. 🎧 What is Vibe Coding? Wearing noise-canceling headphones 🧠 The Science Behind Music & Productivity For programmers, music helps: Block distractions in noisy environments 🎵 Popular Vibe Coding Playlists & Genres Lo-Fi Hip Hop — Ideal for long coding sessions (e.g., “lofi hip hop radio — beats to relax/study to”) 🛠 Building Your Vibe Coding Environment Lighting Use LED strips or smart bulbs with warm or cool tones Try “focus mode” lighting to signal work time Desk Setup Keep it clean and minimal to avoid visual clutter Add personal touches — plants, posters, or figurines Sound Control Invest in quality headphones or speakers Use ambient noise apps to mask background distractions Routine Start sessions with a specific playlist or aroma (like coffee or essential oils) to trigger your focus reflex ✅ Benefits of Vibe Coding When done right, vibe coding offers several tangible benefits: Increased productivity through sustained focus 🔚 Conclusion: Code with Intention, Code with Vibes So, the next time you sit down to write code, plug in your favorite playlist, set the lights just right, and let the vibe take over. You might be surprised how much more enjoyable and efficient your sessions become.  ( 4 min )
    Implement Secure Storage Solutions for Internal Corporate Use
    Deploying secure storage solutions for internal corporate data is critical to safeguarding sensitive information, ensuring operational continuity, and complying with regulatory standards. This article outlines technical strategies for implementing robust storage systems tailored to internal organizational needs. Establish a storage account and enable high-availability configurations. Create a storage account for the internal private company documents. Click + Create. Choose the Resource group established in the prior lab. Configure the Storage account name as private, appending a unique identifier to ensure distinctiveness. Proceed to Review and initiate the Create operation for the storage account. Await deployment completion, then navigate to the resource by selecting Go to resource. …  ( 5 min )
    Surfgram - new era of Telegram Bots
    Surfgram. Surfgram is fully async, rust-powered (client for API communications written in Rust), OPP-based framework with CLI. First, you need to install surfgram: pip install -U surfgram Create your first bot: surfgram new mybot Run your bot: cd mybot surfgram run --debug Whoa! Your bot is running. Now you can read docs or check more examples For example, you can create new bot command handler with: from surfgram import APIObject, Bot from surfgram.types import BotCommand from typing import Callable, List class StartCommand(BotCommand): @property def __names__(self) -> List[str]: return ["start"] # target: /start @property def __callback__(self) -> Callable: return self.handle async def handle( self, update: APIObject, bot: Bot ) -> None: await bot.send_message( chat_id=update.message.chat.id, text="Hello, world!" ) Thanks you for reading!  ( 3 min )
    Scale to 10M Users: CQRS in NestJS for API Performance
    Scale to 10M Users: CQRS in NestJS for API Performance In today's digital landscape, building applications that can handle millions of users requires thoughtful architecture decisions. Command Query Responsibility Segregation (CQRS) is one such pattern that helps maintain performance at scale. Let's explore! CQRS splits your application into two models: Command model: Handles create, update, and delete operations Query model: Manages read operations This separation addresses the reality that most applications have asymmetric read/write loads—typically with reads far outnumbering writes. First, install the required packages: npm install @nestjs/cqrs uuid kafkajs redis mongodb pg src/ ├── commands/ │ ├── handlers/ │ ├── impl/ ├── queries/ │ ├── handlers/ │ ├── impl/ ├── events/ ├─…  ( 5 min )
    Chrome Extensions I Use as a Frontend Developer
    As a frontend developer, I’m always looking for tools that help me work faster, debug smarter, and design more efficiently. Chrome extensions are one of the most underrated ways to improve your workflow. Many of them save me minutes (or even hours) every single week. Here are the Chrome extensions I personally use and recommend, along with how I use them: ⚛️ React Developer Tools An absolute must-have if you’re working with React. It lets you inspect the React component tree, see props and state at a glance, and even track changes. Super useful for debugging and understanding how everything fits together in a React app. 🧠 Redux DevTools If your app uses Redux, this extension is gold. You can see every action, state change, and even time-travel through your app’s history. I use it regularl…  ( 4 min )
    Using VS Code with Salesforce CLI: A 2025 Developer’s Guide
    Master Salesforce development in 2025 using Visual Studio Code and Salesforce CLI. This guide walks developers through setup, configuration, and best practices for efficient coding in Salesforce DX. SalesforceDevelopment SalesforceCLI VisualStudioCode VSCodeForSalesforce SalesforceDX SalesforceDev2025 SalesforceTools ApexDeveloper LightningWebComponents SalesforceTips VSCodeTips CloudDevelopment CRMDevelopment SalesforceBeginners DeveloperGuide  ( 2 min )
    Using VS Code with Salesforce CLI: A 2025 Developer’s Guide
    Master Salesforce development in 2025 using Visual Studio Code and Salesforce CLI. This guide walks developers through setup, configuration, and best practices for efficient coding in Salesforce DX. SalesforceDevelopment SalesforceCLI VisualStudioCode VSCodeForSalesforce SalesforceDX SalesforceDev2025 SalesforceTools ApexDeveloper LightningWebComponents SalesforceTips VSCodeTips CloudDevelopment CRMDevelopment SalesforceBeginners DeveloperGuide  ( 2 min )
    Using VS Code with Salesforce CLI: A 2025 Developer’s Guide
    Master Salesforce development in 2025 using Visual Studio Code and Salesforce CLI. This guide walks developers through setup, configuration, and best practices for efficient coding in Salesforce DX. SalesforceDevelopment SalesforceCLI VisualStudioCode VSCodeForSalesforce SalesforceDX SalesforceDev2025 SalesforceTools ApexDeveloper LightningWebComponents SalesforceTips VSCodeTips CloudDevelopment CRMDevelopment SalesforceBeginners DeveloperGuide  ( 2 min )
    Bridging AI Agents and Smart Contracts for an Automated Future
    The intersection of Artificial Intelligence (AI) and blockchain technology, especially through AI agents and smart contracts, is revolutionizing industries by enabling unprecedented levels of automation, efficiency, and encryption security. Below, we explore some of the forefront use cases that highlight how this synergy is transforming various sectors. AI Agents are sophisticated entities capable of performing tasks that require human intelligence, such as decision making, problem solving, and learning. When powered by AI, these agents can efficiently handle complex tasks and even predict future outcomes based on data patterns. Smart Contracts, on the other hand, are self-executing contracts with terms directly written into lines of code. These eliminate the need for intermediaries and e…  ( 5 min )
    Unveiling AMD plpa_map.c License: A Comprehensive Exploration of Open Source Fair Code Licensing
    Abstract This post delves into the AMD plpa_map.c License, a unique framework in the open source ecosystem that strives to balance proprietary protection with community fairness. We explore its historical roots, foundational principles, and evolving features, while comparing it with other common licensing models. With clear insights into its applications—from embedded systems to blockchain-based innovations—and a discussion on its challenges and future trends, this comprehensive overview serves as an essential guide for developers, legal analysts, and open source enthusiasts. For further details, refer to the Original Article. In the ever-changing world of software development and technology, licenses not only protect intellectual property but also define how code can be shared, adapted,…  ( 7 min )
    Why Queues Obliterate Lists in the Digital Battlefield
    Welcome, my fellow denizens of the cyber realm. If you've ever dared to manipulate a Python list like some medieval peasant, let me introduce you to a tool so blazingly efficient that it makes lists look like dial-up in a fiber-optic world: Queues. We’re running a little duel here—Python’s list.pop(0) versus deque.popleft(). The former? Laughable. It’s the floppy disk of data structures—archaic, slow, and embarrassing in modern computing. Meanwhile, deque? It’s the neural uplink to pure speed. Here’s the showdown: import timeit from collections import deque def list_pop(): lst = list(range(10**5)) while lst: lst.pop(0) def deque_popleft(): dqe = deque(range(10**5)) while dqe: dqe.popleft() if __name__ == '__main__': list_time = timeit.timeit(list_pop, number=1) deque_time = timeit.timeit(deque_popleft, number=1) print(f"List.pop(0) time: {list_time:.6f} seconds") print(f"Deque.popleft() time: {deque_time:.6f} seconds") Operation Execution Time List.pop(0) 1.218925 sec Deque.popleft() 0.006576 sec Read that again. Lists are basically waiting for the apocalypse while queues are flying first class to the future. The list operation is O(n)—which means each time you pop an element, the entire list gets shuffled like some analog relic. Deque, on the other hand, is O(1)—swift, seamless, untouchable. If you’re still using lists where queues would suffice, you’re practically inviting disaster. Imagine hacking the government’s mainframe with code so inefficient it takes a millennium to execute—no, thank you. Upgrade to deque, ascend beyond mortal constraints, and let your programs breathe the sweet air of efficiency. This has been Warlock's Data Structure Command Center—stay frosty out there.  ( 3 min )
    Building and Deploying a Scalable Video Platform: DevOps Contributions from the VibeRoll Project
    As part of my work on VibeRoll, a next-generation video-sharing platform with blockchain integrations, I led the full backend architecture and DevOps implementation. This post outlines how I applied advanced DevOps practices, overcame infrastructure challenges, and built a CI/CD pipeline that aligns with industry best practices. The project is fully open-source and available at GitHub Repo. VibeRoll aims to blend social video sharing with NFT and AI integrations. The infrastructure requirements included: High I/O and network throughput for video uploads Real-time data support using Redis Token-based authentication and rate limiting Frequent iteration and deployments To deliver this reliably, I implemented a DevOps-first approach. I deployed the application on an Azure Linux VM, using: Node…  ( 4 min )
    Learn how to drastically improve your React app’s performance using lazy loading and `React.Suspense`. This guide covers route-level code splitting, loading fallbacks, best practices, and real-world benefits for Core Web Vitals.
    ⚡ Boost React Performance with Lazy Loading + Suspense Rishabh Joshi ・ May 17 #react #javascript #performance #webdev  ( 2 min )
    Front-End Web Development Trends
    Let’s be honest—keeping up with front-end development trends feels a bit like trying to drink from a firehose. One day you’re mastering hooks in React, and the next you’re squinting at some tutorial on server components wondering if JavaScript just turned into a backend language overnight. Sound familiar? Welcome to web development in 2025. If you’ve ever googled “React vs Vue vs Next.js” at 2 a.m., I’ve been in those trenches—building products, managing teams, debugging code that was “working just fine yesterday.” This isn’t a tutorial or another trend roundup. It’s a brutally honest, slightly nerdy look at where the front-end world is heading—and whether you should ride the wave or sit this one out. React’s like that friend from high school who went on to start a company, win awards, and…  ( 5 min )
    ⚡ Boost React Performance with Lazy Loading + Suspense
    ⚙️ Why Optimize React Apps? 🧠 The Problem In traditional React setups, all JavaScript code is bundled (using tools like Vite or Webpack) into a few files, often a single large main.js or bundle.js. On initial page load, the browser must download, parse, and execute this entire bundle before the application becomes interactive. Larger applications lead to larger bundles → slower Time-to-Interactive (TTI) and worse Largest Contentful Paint (LCP). Impact: Slower apps cause user frustration, higher bounce rates, and potentially worse SEO. Significantly reduce the initial JavaScript payload. Improve Time-to-Interactive (TTI), making the app usable faster. Enhance perceived performance and overall user experience, particularly on mobile and slow network connections. Reduce memory c…  ( 5 min )
    Still Writing PHP in 2025? Absolutely, (even with AI) and here’s why.
    So… is PHP dying? PHP continues to power a massive part of the web. It has evolved with modern practices and tooling, it’s still very much capable of delivering robust, scalable applications. And let’s be real, if you’re working in education tech, content management, or legacy systems, chances are PHP is part of your daily toolkit. With the rise of AI tools like ChatGPT and GitHub Copilot, one might wonder: Is PHP still relevant in this new world? Is it still relevant when AI is changing how we write and think about code? You can find the full article on Medium.com  ( 3 min )
    What’s Happening Inside Your Linux Kernel?
    Have you ever wondered how exactly your Linux system knows when a program is running, a file system is being mounted, or a new module is being loaded? It’s all happening deep inside the Linux kernel, and most of the time, we’re completely blind to it. But what if I told you there’s a way to peek inside, without rebooting the system, installing special software, or breaking anything? Welcome to the world of "kprobes", where you can trace important kernel events in real-time, like a system detective 🕵️‍♂️. Let’s dive in. Let’s say you’re running containers in production. One day, something feels off—a container might be doing something it shouldn’t. Is it spawning weird processes? Is it trying to mount a new filesystem? Is it trying to gain extra privileges? Is someone loading a sketchy ke…  ( 5 min )
    Flutter Enums in Flutter with Sealed Classes in Dart 3
    Enums have long been a reliable and expressive way to represent a set of constant values in both Dart and Flutter. With the arrival of Dart 3, enums are no longer just simple constants — they now support advanced features that make them incredibly versatile. When used alongside sealed classes, another exciting Dart 3 addition, enums can help you build cleaner, more robust, and type-safe application logic. What are enums in Dart, and why they matter A look at Dart 3’s powerful enum upgrades Introduction to sealed classes and union types Real-world examples combining Enums with sealed classes for elegant modeling in Flutter apps Enums (short for “enumerations”) are a special kind of type in Dart that represent a fixed set of named values. They are particularly handy for situations where a va…  ( 5 min )
    Why You Should Consider DevOps for Your Organization
    Imagine a world where your software development team & operations team work together like a well-rehearsed orchestra with no missed notes or clashing instruments just seamless harmony. That is the promise of DevOps. It is not a buzzword or a trendy tech term. It is a transformative approach that reshapes how organizations build deliver & manage software. At its core DevOps is a set of practices tools & cultural philosophies that unite software development with IT operations. The goal is to shorten the software development life cycle while delivering high quality software continuously. Let us look at the practical benefits of DevOps that go beyond theory & make a real impact on organizations of all sizes Speed is the new currency of business. In the past deploying a new software feature cou…  ( 5 min )
    Data transfer made easy - Rclone
    Let me get straight to it, I used to transfer data from Files.com or any other platform where files were dropped to our cloud buckets using scripts. It was all okay when the file sizes were within a few MBs, but things got painful once they grew into GBs. It started taking a lot more time. To speed things up, I tried running the transfer on a VM, it did get faster, but not faster faster, especially when the size crossed 400+ GB. That’s when I started looking for a better way to connect my GCP/AWS buckets directly with these storage platforms, something that could make the transfer process faster and more reliable. And that’s where rclone came into the picture. I have set it up on my vm as a job that runs the backups/transfer in ease sudo apt update curl https://rclone.org/install.sh | su…  ( 4 min )
    Open Source Project - Contribute Begginers
    🚨 BIG NEWS for all developers & learners! 🚨 💥 My project Hotel Wale is now officially OPEN SOURCE on GitHub! https://github.com/ahmadraza-09/Hotel-Wale https://www.hotelwale.com/ 🎯 Why I made it open-source? You can now: 🙌 Whether you're just starting out or already a pro — this repo is for educational and collaborative purposes only. Let’s build together, improve the code, and create something amazing as a community. 🔥 This is not just a project — it’s a chance to grow in public, contribute, and be a part of something real! OpenSource #ReactJS #TailwindCSS #FrontendDeveloper #WebDevelopment #GitHub #LearnToCode #BuildInPublic #DeveloperCommunity #HotelWale  ( 3 min )
    Instruction source location tracking in ArkScript
    Good error reporting is crucial in programming languages. Doing it at compile time was easy in ArkScript as we have all the context we need at hand, but since we compile code down to bytecode, which is then run by the virtual machine, we loose a lot of context: the source files, their path, their content, we don't have that anymore! Our runtime errors could only show the VM internal state. This article is about how it all changed. I went to the drawing board, and three solutions presented themselves to me: create a source location table in the bytecode, mapping an instruction to a file and line ; emit special instructions that would be skipped by the VM, and used only when the VM crashed, backtracking to find the nearest SOURCE instruction ; extend the size of instructions to 8 bytes and u…  ( 6 min )
    Unveiling the 389 Directory Server License: Comprehensive Analysis and Future Outlook
    Abstract: This post provides a holistic analysis of the 389 Directory Server License with in‐depth exploration of its history, core features, licensing philosophy, and future outlook. We discuss its technical aspects, fair code principles, dual licensing challenges, and how it compares with other well‐known licenses (such as the MIT License and GNU GPL v3). With practical examples, tables, and bullet lists, we offer clear guidance for developers, legal experts, and project managers to evaluate licensing challenges and harness potential innovations like blockchain-based monetization. Read on to discover why this license has been a pillar of secure directory services and how its evolution might shape the future of open source and fair code ecosystems. The role of licensing in software devel…  ( 9 min )
    Bag Of Words
    Bag of Words (BoW) is a foundational technique in text processing, where text is transformed into numerical vectors based on word presence and frequency. It is a simple yet powerful method for converting text data into a format that machine learning models can understand. Why the Name "Bag of Words"? The term "Bag of Words" comes from the idea that the model treats text like a "bag" of words: It only cares about the presence of words (do they exist?) and their frequency (how often they appear). Like items in a physical bag, the words are placed in without concern for their order or arrangement. Core Purpose Transform text (words or sentences) into numeric representations that machine learning models can understand. Transforms Text into Numeric Vectors: Each unique word in the text is…  ( 4 min )
    🎓 Understanding Mutability & Variables in Rust 🦀
    Rust’s ownership system starts with the basics — mutability and variable bindings. If you're just getting into Rust, this concept is crucial to grasp before diving deeper. 🔗 Check it out here: https://gistr.so/thread/rust-basics-2024-lesson-6-variables-mutab-0yeo-vbkmu08  ( 2 min )
    How to for developers: Mastering your corporate MacBook Setup
    Starting with a fresh MacBook can be exciting, but navigating corporate IT requirements can feel daunting. This article demystifies the process, offering a step-by-step guide to ensure a smooth and efficient setup that aligns with your company's policies and empowers your productivity from day one. This article will focus on a persona of a Python Developer but is transferable for any developers. MacBook Depending on your company, the Macbook provided to you as a developer workstation can pose certain difficulties when compared with a privately own MacBook. Namely: You will not be sudo of your workstation A proxy could be implemented as company policy Not being sudo will be the main difficulty and we will see how to navigate around that and still comply with your company policies, meaning…  ( 7 min )
    I QUIT
    So, I gathered over 15K followers over the span of one year here in dev.to, but it's all vain when you don't get enough views as you're supposes to get. The dev.to algorithm just doesn't do it for me anymore. I can't even post regularly because of my caught upon schedule and posting here also doesn't feel worth it. So I quit. Thank you for everything. If you want updates from me... Follow me on X: @Mince_2328 Should I unquit? Idk....  ( 2 min )
    A ilusão da escolha: como a interface guia decisões 🧠🎯
    Psicologia das decisões, arquitetura da informação e dark patterns. Quando você clica em um botão, desliza um controle ou preenche um formulário… Você realmente escolheu fazer aquilo? Ou a interface já havia decidido por você, através de posicionamento, cor, linguagem ou contexto? Sistema 1: Rápido, automático, inconsciente. Usa heurísticas, hábitos e emoções. Sistema 2: Lento, consciente, deliberado. Usa lógica e análise. Designs eficazes interagem majoritariamente com o Sistema 1, que é preguiçoso e busca atalhos. Isso faz com que pequenas decisões visuais tenham enorme influência sobre nossas ações. O layout, cores, texto e ordem dos elementos não são neutros. Eles criam: Foco visual: o que salta aos olhos é o que mais recebe cliques. Hierarquia de opções: o que parece "importante" ou…  ( 5 min )
    Understanding Postfix Mail Server Setup for Beginners
    Email is a fundamental part of our digital lives, but have you ever wondered how it actually works behind the scenes? In this guide, I'll walk you through setting up a basic mail server using Postfix on Linux, explaining each component in beginner-friendly terms. refer the git repo for further info https://github.com/Harivelu0/shellscript-projects/tree/main/email_server A mail server is like a digital post office. It receives, sorts, and delivers electronic mail. When someone sends an email to you@yourdomain.com, a mail server handles receiving that message and putting it in your inbox. Postfix is one of the most popular mail server software applications for Linux. It's: Reliable and secure Relatively easy to configure Used by many organizations worldwide Think of main.cf as the control pa…  ( 5 min )
    DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
    選定理由と所感 Tianjin Universityの研究 paper: https://arxiv.org/abs/2504.18243 https://zenn.dev/knowledgesense/arti./cles/10b2b5f772b810 【社会課題】 【技術課題】 【提案】 【効果】 ハイエンドなLLMは利用コストも高いため、ロウエンドモデルを Finetuneもしくは知識蒸留 して用いる。 実験  ( 2 min )
    Developers and the Cisco 300-715 SISE Certification: A Match You Didn’t Know You Needed
    The Cisco 300-715 SISE exam, part of the CCNP Security track, validates your expertise in implementing and configuring Cisco Identity Services Engine (ISE). It's a powerful Network Access Control (NAC) solution that enforces Zero Trust architecture, ensures device compliance, and supports centralized identity management. This isn’t your typical “router-and-switch” cert. It dives deep into: Authentication, Authorization, and Accounting (AAA) Policy enforcement and profiling Endpoint visibility and segmentation Integration with Active Directory and third-party tools Secure access control via wired, wireless, and VPN Here’s Cisco’s official exam guide if you want the nitty-gritty. Two words: DevSecOps and Zero Trust. As more development environments demand embedded security practices, underst…  ( 6 min )
    How Resego AI Helps Students and Professionals Cut Research Time in Half
    In today’s fast-paced academic and professional world, staying updated with the latest research is overwhelming. Resego AI simplifies the entire process with smart summarization, insight extraction, and organized storage. Body: CTA: No technical skills needed. Just sign up and start making your research efficient.  ( 2 min )
    ◼️6/100 Block-by-Block: DAO governance data
    One thing I learned about: Examples of DAO governance data Proposal creation and execution Votes Vote delegation Governance token staking Treasury movements 🔽🛠️Resources🔽 OpenZeppelin Governor: https://docs.openzeppelin.com/contracts/governance Tally: https://docs.tally.xyz/user-guides/governance-frameworks Element modular on-chain governance platform: https://messari.io/report/governor-note-evolving-on-chain-governance-with-element-council  ( 2 min )
    🔔 How i added a web push notification feature in my project
    Hey everyone! 👋 I am thrilled to announce to you that I have implemented a push notification feature on my ChatX project. How it works 1. Service Worker A Service worker is a JavaScript file that runs in the background of your browser independently from the web page. It allows your app to handle things like push notifications, background syncing, and caching even when the user is not actively on your site. 2. VAPID Keys These are cryptographic keys that authenticate your server with the browser’s push service. They allow you to send web push notifications securely and directly, without relying on external services like Firebase Cloud Messaging (FCM). 3. Subscription When a user allows push notifications, the browser creates a subscription object containing an endpoint URL …  ( 4 min )
    Unveiling Mozilla Public License 1.1: A Comprehensive Exploration of Innovations, Challenges, and Future Trends
    Abstract This post delves into the Mozilla Public License 1.1 (MPL 1.1) in depth by providing historical background, key concepts, practical applications, challenges regarding dual licensing and exploitation, and future outlooks in the evolving open source ecosystem. We explore MPL 1.1’s role as a balanced license that supports both community collaboration and proprietary integration, while also comparing it against alternative frameworks. In addition, this post examines related innovations—including blockchain-driven fair code compensation models—and integrates insights from authoritative sources and industry experts. The world of open source software thrives on clear, fair, and sustainable licensing models. Among these, the Mozilla Public License 1.1 (MPL 1.1) has emerged as a notable …  ( 7 min )
    🚀 Introducing Rucks: A Student-Built App to Help Students Stay on Track
    Dear Dev Community, Between classes, late-night coding, and the occasional existential crisis, I realized something: school can be overwhelming. There’s always a deadline, always a distraction, and platforms like WhatsApp or Telegram—while useful—aren’t really designed for focused learning. So instead of just complaining about it, I decided to build something. 🎓 Meet Rucks. 🧠 The Problem I wanted something that understood student life. So I built it. ✨ What is Rucks? Plan their days and assignments Track learning goals Reflect and improve Stay motivated without social media noise It’s simple, focused, and built around real academic pain points. It also integrates MxAnalytica, a small analytics engine I built to help improve the experience based on real usage—not assumptions. 🔧 Tech Stack Backend: Dart Frog + Drift for lightweight local storage Analytics: MxAnalytica (custom engine) No Google services — I wanted to build something privacy-respecting and independent 📦 Why I Built It This Way "Between classes, coffee sips, and the occasional existential crisis." Every design choice was guided by real needs and actual friction points I (and my peers) experience as students. 🔍 What’s Next? I'm also exploring ways to monetize it without compromising the experience. If you’ve built something similar or have thoughts on that, I’d love to hear from you. 🧑‍💻 Call for Feedback & Collab Got ideas? Want to test it out? Just curious? ronov9000@gmail.com Let’s build better tools for learning—together. — Thanks for reading, @rono0365  ( 3 min )
    How to Set Up a Monitoring Stack with Prometheus, Grafana, and Node Exporter Using Docker Compose
    Monitoring your infrastructure is crucial for reliability and performance. In this article, we'll walk through a simple and effective monitoring stack using Docker Compose, featuring Prometheus for metrics collection, Grafana for visualization, and Node Exporter for exposing host metrics. . ├── docker-compose.yml ├── prometheus.yml └── provisioning/ └── datasources/ └── prometheus.yml docker-compose.yml File Let's break down the main components of the docker-compose.yml file: services: prometheus: image: prom/prometheus:v3.3.1 container_name: prometheus ports: - "9090:9090" volumes: - ./prometheus.yml:/etc/prometheus/prometheus.yml - prometheus_data:/prometheus networks: - monitoring grafana: image: grafana/grafana:12.0.0 …  ( 5 min )
    Show your portfolio using S3 and CodePipeline
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    [Boost]
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    Ever revived an old project just to question every life choice? Same.
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    Introduction In the fast-paced world of software development, every line of code counts—and so does every minute of your day. As tech teams increasingly embrace remote and hybrid models, we must clearly rethink how we communicate. Daily stand-ups, endless Zoom calls, and constant Slack notifications are no longer the productivity boosters they once seemed to be. Instead, high-performing developer teams use asynchronous (async) communication to stay aligned, reduce interruptions, and get more done. Daily stand-ups were designed to be quick, focused meetings to keep teams in sync. But in reality, they often: Happen at inconvenient times across time zones Turn into lengthy status updates Break developer flow and deep work Add unnecessary meeting fatigue According to a recent GitLab Remot…  ( 5 min )
    I’ve Built for 4 Years, Failed Quietly, and Now I’m Sharing Everything
    Well, I want to say something here before moving forward. I had no idea people would read my first post, especially since it was my first time writing an article. I'm really grateful for the love and support shown here. For those seeing my posts for the first or second time (P.S. this is my second post) 😂. I'll be sharing what I’ve been working on since the last one. It’s been… how do I put this? An up-and-down kind of journey. After telling people how I got into tech, I went back to the hustle. And now, I’ll try my best to give you all the details, bit by bit. I’ve been building products for over 4 years now. I built my first project in the second year of my tech journey. We tried creating a forum and thought that just making it look better was enough to make it successful. Now that I’m …  ( 6 min )
    Hello DEV Community 👋
    Hey there, fellow devs! I’m Rachit, a Python-obsessed engineer who likes building intelligent tools that do more than just show to-do lists and toast messages. I recently joined DEV to share my journey, projects, and ideas — and connect with folks who enjoy building things that solve actual problems (with a little sarcasm on the side). 🧰 I build modular AI assistants that talk back — literally. My project JargonAI is a sarcastic butler AI that can control systems and Android devices. 💰 I’m also making a beautiful expense tracker using Flet. 🕵️‍♂️ Currently working on a Scam & Phishing Detector using ML. 🧪 On the side, I’ve dabbled in game dev with Pygame, AI + YARA antivirus, and ML-powered fake review detection. Languages: Python (favorite), JavaScript (basic) Tools: Flet, Pygame, Scikit-learn, Git Concepts: AI Agents, System Control, ML, OOP I plan to explore: Reinforcement Learning – because what’s better than training an agent to make bad decisions before it learns not to? More work on open-source tools that think (or at least pretend to). 💻 GitHub 🌐 Portfolio 🧠 LinkedIn If you’re into AI, Python, or building tools that bite back — hit follow, drop a comment, or just say hi! “Adaptability and consistency are my strengths. Ignorance is a bug — and I’m debugging it every day.”  ( 3 min )
    Scroll Animation Without JavaScript: Introducing animation-timeline: view();
    Adding scroll-based animations to your website used to mean reaching for JavaScript — from scroll event listeners to Intersection Observers or third-party libraries like ScrollMagic or GSAP. But what if you could get the same effect with just pure CSS? Meet the modern magic of CSS: animation-timeline: view(); With this property, you can create scroll-triggered animations without a single line of JavaScript. Smooth. Performant. Declarative. ⸻ 🧠 What Is animation-timeline: view();? The animation-timeline property allows CSS animations to be driven by something other than time. When you use the special value view(), the animation is controlled by the element’s scroll position in the viewport. That means your animation will start and progress based on how far the user has scrolled…  ( 4 min )
    reCharge:基于 SwiftUI 的全方位健康睡眠管理 App 实现原理与技术分享
    1. Project Background & Motivation As modern life accelerates, sleep quality is becoming an increasingly vital part of overall well-being. Leveraging Apple Watch and iPhone health data, we can now detect sleep patterns more accurately and combine them with factors like natural light exposure, hydration, exercise, and AI-powered suggestions to build a closed-loop sleep optimization solution. reCharge is a native SwiftUI app that integrates multiple Apple ecosystem technologies — including HealthKit, CoreLocation, WatchConnectivity, StoreKit, localization, and ChatGPT — to deliver a full-featured sleep management experience. As an iOS developer, I created this project to explore how AI and system-level Apple APIs can combine to improve daily health through a seamless user experience. 💡 No…  ( 4 min )
    Hey everyone, I’m working on a cybersecurity app called JamLock — focused on protecting users from skimming, hacking, and digital identity theft in real time. It includes features like NFC skimmer detection, encrypted vaults, behavioral security, emergenc
    A post by Curtis Ray  ( 2 min )
    Fixing the "Connection failed" Error in Cursor
    If you’re using Cursor and keep seeing this error: “Connection failed. If the problem persists, please check your internet connection or VPN” You’re not alone. This issue tends to appear randomly—even when your internet is working just fine. It can interrupt your flow and make the experience frustratingly unstable. Cursor uses the HTTP/2 protocol to power many of its AI features, since it allows streaming responses. However, not all networks handle HTTP/2 properly. If you're on a corporate network, using a VPN, or behind a proxy like Zscaler, HTTP/2 connections might fail. As a result, Cursor may struggle to index your code or connect to its AI backend—leading to that annoying “Connection failed” message. Thankfully, there’s a simple workaround. Cursor now includes a fallback to HTTP/1.1, which is slower but much more reliable on certain networks. Here’s how to enable it: Open Cursor Settings (Cmd or Ctrl + ,) Go to VS Code Settings Search for http2 Find and check the option “Disable HTTP/2” This forces Cursor to use HTTP/1.1 instead, which should fix the connection issue and restore access to AI features. ✅ Once you do this, the error should stop showing up and things will run more smoothly. Cursor Forum: Connection failed discussion Cursor Docs: Networking Issues (HTTP/2)  ( 3 min )
    Weekly Insights: AI, Cloud, and Quantum Advances (May 4–16, 2025)
    In the past two weeks (May 4–16, 2025), the tech world saw a flurry of cutting-edge announcements across artificial intelligence, cloud computing, and quantum technology. Major industry players and research institutions unveiled new AI models and tools, struck big cloud partnerships, and edged quantum computing closer to real-world use. Below we recap the top developments, explaining what happened and why these breakthroughs matter to developers and the broader tech community. Google made waves on May 6 by launching an updated flagship AI model, Gemini 2.5 Pro (Preview, “I/O edition”), ahead of its I/O conference. The company claims this model tops several standard benchmarks and brings “massively improved coding capabilities” (a boon for software developers). Available via Google’s Vertex…  ( 10 min )
    Lessons learnt from hosting a virtual meetup for AWS UG Women in Tech India
    Welcome to another interesting post !! To being with, I would like to share with fellow builders that I have been renewed for 6th time as an AWS community builder. Thanks to the community where I have learnt & learning a lot from community, utilizing the resources too. Absolutely grateful and as a give back, I do create content that makes more sense & useful to the community. Main agenda for this post, is to share my experience of hosting a virtual meetup for AWS UG Women in Tech India group. Since the idea of bringing in Global talents to the group, I had lot of hurdles to get over which includes difficulties in sticking to a date & time, availability of speaker, hosting platform(s), poster creation, co-ordination, execution, technical glitches, setting the stage etc. Instead of narratin…  ( 4 min )
    Beat Amazon Tariff Shock: AI Listing Optimization & Virtual Bundle Generator by Flowin.AI
    Amazon Sellers: Navigating the Tariff Disruption Landed costs on China-sourced SKUs have surged by 30–50%, compressing already razor-thin contribution margins. Raise prices, and you lose to the competition and tank conversion. Hold prices, and you bleed cash on every sale. Inventory caught mid-transit racks up storage fees at 3PLs. New suppliers from Vietnam, Mexico, or the U.S. bring delays, compliance challenges, and no keyword history — right when your ad budget is already stretched thin. Margins, inventory flow, catalog continuity, advertising efficiency, brand equity — all under siege. But while others flounder, sellers using Flowin.AI, a comprehensive Amazon listing software, are flipping tariff turbulence into a controlled, profit-driven flywheel by leveraging AI Amazon listing opti…  ( 6 min )
    The Tavrn Press Kit is Here
    Originally posted on May 8th, 2025 at blog.tavrn.top We’ve officially published the Tavrn Press Kit — a simple, clear, and packed resource for anyone curious about what we’re building. Whether you're a writer, blogger, creator, investor, or just someone wondering “what even is Tavrn?”... this is for you The press kit includes: A full overview of what Tavrn is and why it exists Our development roadmap & launch timeline Screenshots & mockups of early features Details on the AHA! discovery program Brand assets (logo, tagline, colors) FAQs, contact info, and more Tavrn is being built in the open — with feedback and support from people like you. This press kit is one more way to keep things accessible, clear, and easy to talk about. If you want to write about Tavrn, apply for access, or just keep tabs on us, this is a great place to start. 📎 Explore the full press kit here: tavrn.top/press Need anything else? Want to collaborate? press@tavrn.top or hello@tavrn.top Thanks for being part of this. 🧡  ( 3 min )
    Top 10 Free Resources to Learn JavaScript (From Zero to Pro)
    🚀 Top 10 Free Resources to Learn JavaScript (From Zero to Pro) JavaScript.info Covers everything from beginner to advanced concepts. ✅ Clean explanations, structured lessons, and interactive examples. freeCodeCamp Learn by doing in an interactive coding environment. ✅ Over 300 coding challenges with certifications. The Net Ninja (YouTube) High-quality tutorials on JavaScript, DOM, and modern frameworks. ✅ Clear, beginner-friendly videos with projects. MDN Web Docs Trusted by professionals, written by browser creators. ✅ Detailed documentation and deep dives into every feature. Programming with Mosh (YouTube) Fast-paced but easy-to-follow video series. ✅ Great for those who prefer learning by watching. JavaScript30 Build 30 real projects in 30 days. ✅ Pure JavaScript, no libraries — great for strengthening fundamentals. W3Schools JavaScript Simple interactive lessons with live examples. ✅ Ideal for absolute beginners. Eloquent JavaScript A deep and thoughtful book for serious learners. ✅ Offers interactive coding windows on every chapter. Codewars Gamified coding challenges to improve your logic and syntax. ✅ Ranks and progress tracking keep you motivated. Scrimba JavaScript Course Interactive screencasts that combine video + code. ✅ Practice inside the lesson — no switching tabs. Pro Tip: Pick 2–3 resources based on your preferred learning style (video, text, interactive) and stick with them. Consistency beats speed! 🚀 More read my articles read my Blog  ( 3 min )
    Understanding the Basics of Machine Learning with Python
    Understanding the Basics of Machine Learning with Python Machine learning (ML) is revolutionizing industries, from healthcare to finance, by enabling computers to learn from data and make intelligent decisions. If you're new to this field, Python is the perfect language to start with due to its simplicity and powerful libraries. In this guide, we'll break down the fundamentals of machine learning, explore key concepts, and provide practical Python examples to get you started. What is Machine Learning? Machine learning is a subset of artificial intelligence (AI) that focuses on building systems capable of learning from data without explicit programming. Instead of writing rigid rules, ML algorithms identify patterns and make predictions or decisions based on input data. There are three main…  ( 4 min )
    Understanding SSD Endurance: What Does TBW Really Mean?
    If you're using an SSD — and let’s be honest, you probably are — you might have come across a spec labeled TBW, or Terabytes Written. But what does it actually mean for the real-world lifespan of your drive? Let’s break it down in simple terms. TBW stands for Terabytes Written, and it’s a metric that tells you how much data can be written to an SSD before the drive is likely to start wearing out. Think of it like a fuel limit — not for how long the drive will exist, but for how much write work it can handle over its lifetime. For example, if your SSD has a TBW of 600, that means you can write 600 terabytes of data to it before you start entering the "wear-out" zone, as defined by the manufacturer. Let’s do a quick, real-world calculation. Say you're a regular user writing about 100 GB per day — downloading files, installing apps, updating your system, working on projects. That’s quite a bit for a typical user, but let’s go with it. 100 GB/day = 36.5 TB/year 600 TBW / 36.5 TB/year ≈ 16 years Yes, sixteen years of daily 100GB writing. That’s how much endurance a 600TBW SSD gives you. And if you write less than that (which most people do), it’ll last even longer. You can monitor your SSD’s health and total data written using tools like: CrystalDiskInfo (Windows) smartctl from smartmontools (Linux/macOS) These tools can show you how much data has been written so far, so you can get a real-time sense of your drive’s life expectancy. TBW is an important but often misunderstood metric. SSDs don’t just suddenly die after hitting the limit, but the risk of data loss increases as the flash memory wears out. That said, for most users — even power users — modern SSDs offer years of reliable performance. So the next time you see a TBW rating, don’t panic. Unless you're stress-testing your drive daily, you're probably fine for a decade or more.  ( 3 min )
    Optimizing Mental Math: Fast Multiplications and Divisions for Software Engineers
    In a world overflowing with digital tools, it’s easy to dismiss mental math as outdated — a quaint relic from the pre-calculator age. But there’s something uniquely powerful about sharpening your ability to think numerically without external support. Like optimizing code for runtime efficiency, refining your mental math streamlines your internal thought processes and reduces your cognitive load. This article is based on a short guide I wrote called Multiplying and Dividing Fast - Essential Tactics to Speed Up Mental Calculations with Whole Numbers, the second in a three-part series I began in 2018. The project started as a personal challenge: to improve how I processed numbers mentally. I wanted to go beyond fuzzy estimations and reclaim the skill of clear, structured calculation — the kin…  ( 7 min )
    Creating Modal Windows with Pure CSS: No JavaScript Required
    Wait, you can build modal windows without JavaScript? Yep, that's CSS secretly laughing at JavaScript behind its back. At Lingo.dev, we love diving into weird engineering rabbit holes that make other devs do a double-take. Most developers wouldn't even think twice before reaching for a JavaScript library when they need a modal. But what if I told you there's this bizarre, oddball alternative hiding in plain sight? Pure CSS can pull off some surprisingly sneaky tricks that'll make you question everything you thought you knew about frontend development. In this tutorial, we'll explore how to create fully functional modal windows using nothing but HTML and CSS. You can use it for fun, or in production. We'll be pushing CSS to do things it probably wasn't designed for, and that's exactly what …  ( 9 min )
    gem oauth2 v2.0.10 released
    Photo (cropped) by Domino Studio on Unsplash I've just released oauth2 v2.0.10. It's a big release with many new features, and many bug fixes. But I'll save all that for later... Right now I want to talk about Upgrading. I know it is scary to upgrade something that will break horribly if it goes wrong. It's likely user facing. It may be hard to test outside production. This project sits underneath a large portion of the authorization systems on the internet. According to GitHub's project tracking, which I believe only reports on public projects, 100,000+ projects, and 500+ packages depend on this project. That is a lot of things to upgrade. That means it is painful for the Ruby community when this gem forces updates to its runtime dependencies. As a result, great care, and a lot of …  ( 5 min )
    Unveiling IBM Public License 1.0-rv: A Comprehensive Deep Dive into Open Source Fairness and Blockchain Implications
    Abstract This post delivers a comprehensive exploration of the IBM Public License 1.0-rv. We discuss its background, core legal principles, and developer-oriented compensation measures while comparing it with other popular open source licenses like MIT, GNU GPL, and Apache 2.0. In addition, we delve into emerging blockchain integration and dual licensing aspects. The post also highlights practical examples and challenges developers face with licensing and funding. Finally, trends for future innovations in open source and fair code ecosystems are discussed, with references to key resources such as the OCTL Whitepaper and several dev.to posts. Open source licenses not only define how code is shared but also protect developers from exploitation while fuelling creativity. The IBM Public Lice…  ( 9 min )
    🚀 Seamless Data Magic: From Notion to Database with MCP Server & AI Agents
    🎯 The Goal Build a seamless bridge between non-engineering contributors managing data in Notion and engineers who need that data formatted for database insertion. Values like "Japan" or "Tokyo" don't match the foreign keys in different tables. Notion: Used as the collaborative data entry platform for non-engineers. MCP Server: Bridges Notion and external tools, enabling structured data retrieval via API. Cursor Agent: An AI-powered agent that automates data transformation, semantic inference, and prompt execution. TypeScript: Ensures type safety and robust data handling throughout the automation scripts. 🚀 Let's ask Cursor Agent to infer the semantic data to be the foreign keys in one prompt! Non-engineers created and updated event entries directly in Notion—no devs required. To extra…  ( 5 min )
    Building beyond the ISO 32000 PDF standard
    The Portable Document Format (PDF), formalized as ISO 32000, has been the global workhorse for digital documents since the 1990s. It was a revolutionary answer to the chaos of inconsistent document rendering across platforms, ensuring that every reader would see the same layout, regardless of software or hardware. From government agencies and hospitals to enterprise back offices and freelance contracts, PDF has become a trusted container of visual fidelity and permanence. But here’s the challenge: the modern digital world doesn’t run on permanence alone. It runs on interactivity, data-driven workflows, responsive design, and seamless integration. The needs of today’s businesses and developers are no longer just about how a document looks—but how it behaves, how it connects, and how fast it…  ( 7 min )
    Did AI just kill 6,000 tech jobs?
    I got this letter from Mosh Hamedani and I just wanted to share it here in case anyone hasn't read it yet. You’ve probably seen the news: Microsoft just laid off 6,000 people. And right away, the internet did what it always does: freaked out. “AI is replacing developers!” But let’s slow down for a second. First off, Big tech layoffs aren’t new. In fact, they’ve been happening for years, long before anyone was worried about ChatGPT. Here are a few examples from the past: 2014: Microsoft laid off 18,000 people after acquiring Nokia 2015: HP cut 30,000 jobs during restructuring 2016: Intel laid off 12,000 employees to shift toward data centers IBM, Yahoo, and others have done the same, multiple times These things happen, not because developers are being replaced by AI, but because companies s…  ( 3 min )
    Unveiling the HSQLDB License: Comprehensive Insights into Fair Code, Open Source, and Dual Licensing
    Abstract This post delves deep into the HSQLDB License, a unique open source and fair code license crafted to balance developer fairness and broad code access. We explore its origins, core concepts, applications, challenges, and future trends. With detailed comparisons to other popular licenses, practical examples, and technical insights into dual licensing and blockchain integration, this article serves as a holistic guide for developers, legal experts, and project founders. Key related keywords include open source, fair code licenses, dual licensing, developer compensation, blockchain integration, and software sustainability. In today’s evolving software development ecosystem, licensing models are more than legal frameworks—they define community collaboration, developer compensation, a…  ( 8 min )
    ref va out kalit so‘zlari C# tilida – Farqi nimada?
    Agar siz C# dasturlash tilida ishlayotgan bo‘lsangiz, ref va out kalit so‘zlariga duch kelgan bo‘lishingiz mumkin. Ular ikkalasi ham o‘zgaruvchini qiymat emas, balki havola (reference) orqali uzatish uchun ishlatiladi. Ammo ularning orasida jiddiy farqlar bor, va bu farqlarni tushunish dasturchi sifatida siz uchun muhim. Ushbu maqolada siz quyidagilarni bilib olasiz: ref nima? out nima? 1. ref nima? ref yordamida o‘zgaruvchini metodga havola orqali uzatamiz, ya’ni metod ichida qiymatini o‘zgartirsak, u tashqarida ham o‘zgaradi. Muhim shart — bu o‘zgaruvchi avvaldan qiymatga ega bo‘lishi kerak. ✅ Misol: void DoubleValue(ref int number) { number *= 2; } int x = 10; DoubleValue(ref x); Console.WriteLine(x); // Output: 20 Bu yerda a ning qiymati metod ichida o‘zgartirildi va natijada u 2…  ( 3 min )
    The thing I've been thinking about is the relationship between technology and power. Since technology is a raw expression of power, those in the room able to wield that power have a responsibility to do good in this world, given there will be bad actors.
    A post by AndyRosenberg  ( 3 min )
    Unveiling Haiku License: A Comprehensive Exploration and Review
    Abstract This post provides an in‐depth analysis of the Haiku License, a modern open source and fair code licensing model designed to protect developers while fostering innovation. We examine its background, core concepts, applications, challenges, and future outlook. By comparing the Haiku License with other licensing models such as the MIT, Apache 2.0, GNU GPL, and emerging alternatives like the Open Compensation Token License (OCTL), this article offers technical insights and practical examples. We also include SEO-optimized content with relevant links, tables, and bullet lists to ensure the post is accessible to both search engines and human readers. The ever-evolving software development ecosystem demands licenses that balance creative freedom with fair compensation. The Haiku Licen…  ( 8 min )
    How AI and Python Helped Modernize a Legacy Insurance System
    Modernizing a legacy platform is never easy – especially in industries like insurance, where decades-old systems and processes are deeply ingrained. In this post, I’ll share how our development team tackled a real-world challenge at an insurance company by injecting some AI, APIs, and Python-powered automation into a claims handling workflow. We’ll walk through the problem we faced, our solution architecture, some code snippets illustrating key pieces (yes, actual Python code!), and the lessons we learned along the way. By the end, you’ll see how even a monolithic legacy system can be augmented with modern tech – and hopefully be inspired to try something similar in your own projects. The Legacy Challenge Our starting point was a painfully manual claims process. When customers submitted …  ( 11 min )
    Java EE Servidores Antigos e Aplicações Legadas
    Introdução Em um cenário onde a transformação digital dita o ritmo da competitividade empresarial, muitas organizações ainda dependem de aplicações legadas desenvolvidas em Java. Essas aplicações frequentemente operam em servidores de aplicação antigos, configurados há décadas e mantidos com altos custos e riscos operacionais. Este artigo explora os principais tipos de servidores utilizados para hospedar sistemas legados Java, os desafios envolvidos em sua manutenção e estratégias recomendadas para sua modernização. Java dominou o mercado corporativo por décadas com sua robustez, portabilidade e grande ecossistema. Durante os anos 2000, aplicações foram massivamente desenvolvidas com Java EE (Enterprise Edition) anteriormente conhecido como J2EE utilizando servidores de aplicação para su…  ( 4 min )
    Request for Tips on Enhancing Website Visual Effects
    I'm currently working on a website and looking to improve its visual effects.  ( 2 min )
    CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition
    CARAT Intro Related works aggregation-based: concatenation Proposed method Experiment 感想 上がった数値は一部であり,非常にインクリメンタルな印象に思えた 手法自体のアイデアは面白いと思った.  ( 2 min )
    24 Thinking Models Can Be Used For Problem Solving (both for humans and AI agents)
    I made a research about this thinking methods to change the way my AI Agents thinking but it can be useful for others. Copy/paste this to any LLM and see how they fix problems ✨ 1. Eisenhower Matrix Category: DECISION MAKING (Prioritization) Core Idea: Named after U.S. President Dwight D. Eisenhower, this framework helps you prioritize tasks by categorizing them based on their urgency and importance. The goal is to shift focus from merely "busy" activities to truly productive and impactful ones. How it Works (The Quadrants): Important and Urgent (Do it): These are critical tasks that demand immediate attention. They often have significant consequences if not addressed promptly. Think crises, pressing deadlines, and major problems. Action: Tackle these tasks yourself, as soon as po…  ( 54 min )
    How I Deployed WordPress on an Azure VM with Nginx and PHP – With a Custom Welcome Page
    In this guide, I’ll walk you through how I set up WordPress on an Ubuntu server on Azure using Nginx and added a custom welcome page to make the site more personal. I installed the core components needed to serve WordPress: sudo apt update sudo apt install nginx php php-mysql mysql-server -y I downloaded WordPress and extracted it into /var/www/html: wget https://wordpress.org/latest.tar.gz tar -xvzf latest.tar.gz sudo mv wordpress/* /var/www/html/ I edited the Nginx default configuration to support PHP and WordPress: sudo nano /etc/nginx/sites-available/default I made sure to set the index directive like this: index index.html index.htm index.php; This ensures my custom index.html is shown before WordPress’s index.php Inside /var/www/html/, I created an index.html file: Welcome Welcome to Folashade's Core Dev Test! This is a personal test environment where WordPress is installed. Login to WordPress To apply the changes: sudo systemctl restart nginx Then I go to http:// , I see a clean, welcoming landing page. Clicking the link takes me to the full WordPress setup. This setup gives me a simple branded homepage while keeping full access to WordPress in the background.  ( 3 min )
    AlphaEvolve vs Codex Agent
    Introduction This report aims to analyze the latest developments in the field of AI coding agents, with a particular focus on Google DeepMind's AlphaEvolve and OpenAI's Codex, two cutting-edge products. As AI applications in software engineering continue to deepen, coding agents are gradually changing how developers work, with the CEOs of Google and Microsoft claiming that approximately 30% of their companies' code is now generated by AI. This report will explore in detail the technical characteristics, application scenarios, market positioning, and potential impact of these two products in the AI coding agent ecosystem. AlphaEvolve is an evolutionary coding agent powered by Gemini models, focused on general-purpose algorithm discovery and optimization. It combines the creative problem-…  ( 6 min )
    Formal Verification and Why I Fell in Love With It
    I’m currently in my final year as a student, and I recently found myself drawn into something I never expected to enjoy: formal verification. I want to share a little story about how I got here, what I’ve been learning, and why I believe formal verification might be one of the most exciting and valuable skills in the world of smart contracts and blockchain. At first, formal methods felt intimidating. I come from a non-mathematical background, and the idea of writing "proofs" with symbols and logic felt way out of my league. But I was curious. I started asking myself: how do we really know a smart contract does exactly what it’s supposed to do? This question led me to the world of formal verification. a field where we use math and logic to prove that a piece of code behaves correctly in all…  ( 3 min )
    Frontend'in Geleceği: Web Bileşenleri
    Web geliştirme dünyası, özellikle frontend geliştirme, son yıllarda muazzam bir evrim geçirdi. Artan kullanıcı beklentileri ve web teknolojilerindeki gelişmeler, frontend geliştiricilerin modern web uygulamaları oluşturmak için yeni yaklaşımlar benimsemelerini gerektiriyor. Web bileşenleri, bu evrimde kritik bir rol oynuyor ve geleceğin web uygulamalarının yapı taşları olarak görülüyor. Web bileşenleri, yeniden kullanılabilir ve özelleştirilebilir kullanıcı arayüzü parçalarıdır. Modern web geliştirme için güçlü ve modüler bir paradigma sunarlar. Geliştiriciler, karmaşık kullanıcı arayüzlerini basit ve yönetilebilir bileşenlere bölerek daha sürdürülebilir ve ölçeklenebilir kod üretebilirler. Web bileşenleri, web uygulamalarına yalınlık, modülerlik ve yeniden kullanılabilirliğin yanı sıra gü…  ( 4 min )
    Day 6/200 (Full stack)
    Today's progress: 1.Portfolio website. -These all are my first website. so, ya its not perfect but its better than nothings. -Everything uploaded to GitHub. Will start CSS soon.  ( 2 min )
    记一次成功的nginx部署vue
    跟上时代,用宝塔第一次部署vue项目。 打开宝塔,点击【网站】,点击【添加站点】,选择【传统网站】,输入域名,根目录下会自动追加域名对应的目录,点击确定创建 点击【软件商店】安装nginx,如果没有的话,点击软件名称nginx,选择【配置文件】,编辑配置文件,贴一下全部,供参考(启用了ssl证书的写法) user www www; worker_processes auto; error_log /www/wwwlogs/nginx_error.log crit; pid /www/server/nginx/logs/nginx.pid; worker_rlimit_nofile 51200; stream { log_format tcp_format '$time_local|$remote_addr|$protocol|$status|$bytes_sent|$bytes_received|$session_time|$upstream_addr|$upstream_bytes_sent|$upstream_bytes_received|$upstream_connect_time'; access_log /www/wwwlogs/tcp-access.log tcp_format; error_log /www/wwwlogs/tcp-error.log; include /www/server/panel/vhost/nginx/tcp/*.conf; } events { use epoll; worker_connections 51200; multi_accept on; } http { inc…  ( 3 min )
  • Open

    The Public internet is a bottleneck for blockchain — DoubleZero CEO
    Public internet infrastructure is the critical speed and performance constraint on high-throughput blockchain networks, according to Austin Federa, co-founder and CEO of DoubleZero, a project developing high-speed fiber optic communication rails for blockchains. "The downside of the public internet is it was never built for high-performance systems. It was always built for this sort of relationship of one big server talking to one little server," Federa told Cointelegraph in an interview at Consensus 2025. The executive explained: "We have validators all around the world. Rotating leader schedules all the time. And then they switch from having to be massive consumers of data to extremely massive broadcasters of data. So that means that they need huge amounts of resources both on ingress an…
    Moody's downgrades US credit rating due to rising debt
    Moody's credit rating agency downgraded the credit rating of the United States government from Aaa to Aa1, citing the rising national debt as the primary driver behind the reduction in creditworthiness. According to the May 16 announcement from the rating agency, US lawmakers have failed to stem annual deficits or reduce spending over the years, leading to a growing national debt. The rating agency wrote: "We do not believe that material multi-year reductions in mandatory spending and deficits will result from the current fiscal proposals under consideration. Over the next decade, we expect larger deficits as entitlement spending rises while government revenue remains broadly flat." The credit downgrade is only one degree out of the 21-notch rating scale used by the company to assess the c…
    High-speed oracles disrupting $50B finance data industry — Web3 Exec
    Michael James, the head of institutional business development at Douro Labs — the company that developed the Pyth high-speed blockchain oracle network — told Cointelegraph that oracle networks like Pyth are disrupting the $50 billion financial data industry that provides critical price information to exchanges, brokerages, trading firms, and other institutional entities. In an interview at Consensus 2025, the executive said that Pyth Network's data pull model sets it apart from traditional pricing oracles, allowing customers to pay for data on demand, reducing costs for institutions reliant on real-time market data. Differences between pull and push models in oracle systems. Source: Pyth Network According to the executive, the financial data industry is currently monopolized by around eigh…
    A Bitcoiner’s guide to South Africa’s Garden Route
    South Africa’s Garden Route, famed for its lush forests, expansive beaches and charming towns, has become a testbed for Bitcoin adoption. From Mossel Bay to Witsand and Plettenberg Bay to Knysna, Bitcoin has become popular among shop owners and travelers alike for a multitude of reasons. “We’re seeing the early signs of a parallel, permissionless economy emerging across an entire region,” James Caw, founder of SimplB — a local crypto asset provider — told Cointelegraph, “where small businesses benefit from faster, lower-cost digital payments and where people have more options to earn, send and receive sound money securely.” For tourists, the benefits are immediate: no currency exchange hassles, no international card fees, and the ability to pay instantly and securely. For locals, Bitcoin (…
    The DeFi mullet — Fintech needs DeFi in the back
    Opinion by: Merlin Egalite, co-founder at Morpho Labs Fintechs in the front, decentralized finance (DeFi) in the back: the DeFi Mullet. Today’s fintech companies offer excellent user experiences but are constrained by traditional financial infrastructure — siloed, slow, expensive and inflexible. Meanwhile, DeFi provides lightning-fast, cost-effective, interoperable infrastructure but lacks mainstream accessibility. The solution? Combine fintech’s distribution and user experience with DeFi’s efficient back end. The mullet is inevitable Fintech companies heavily rely on traditional financial (TradFi) infrastructure that is siloed, slow to deploy and run, and costly to maintain. This inefficiency limits their control over costs and product offerings and has potential infrastructure risks. Fin…
    Bitcoin to $250K in 2025 ‘totally possible’ — crypto analyst Scott Melker
    Bitcoin’s next explosive move could send the asset to $250,000 by the end of 2025, according to Scott Melker, a crypto analyst and host of The Wolf of All Streets podcast. Speaking in a recent interview, Melker cited growing institutional interest and diminishing volatility as key factors that could drive the next leg up. “250K this year, totally possible,” Melker said, adding that Bitcoin (BTC)’s volatility has declined significantly in recent years. “It used to be about three times as volatile as the S&P. Now it’s less than two times.” He pointed to increased involvement from pension funds and ETF issuers as evidence of a more mature, stable market. The shift, he argued, reflects a broader trend of institutional adoption. “The more institutional money, the more Wall Street money, the mor…
    Everstake defends non-custodial staking as SEC weighs industry input
    The US Securities and Exchange Commission (SEC) has held discussions with Everstake, one of the largest non-custodial staking providers globally, to explore clearer regulatory definitions around staking in blockchain networks. The meeting, which also involved the SEC’s Crypto Task Force, comes at a time when over $193 billion in digital assets are staked across major proof-of-stake (PoS) networks. However, despite the massive scale of participation, staking remains in a legal gray zone in the US as regulators wrestle with its classification under existing securities law. The previous SEC administration also took enforcement actions against major players such as Kraken, Coinbase, and Consensys due to their staking services. The agency, under pro-crypto President Donald Trump, has recently d…
    New Zealand man arrested in $265M crypto scam tied to FBI probe
    A man from Wellington, the capital city of New Zealand, has been arrested in connection with an FBI-led investigation into a global cryptocurrency fraud operation that allegedly stole $450 million New Zealand dollars ($265 million). According to New Zealand Police, the man is one of 13 individuals charged after authorities executed search warrants across Auckland, Wellington, and California over the past three days. The charges stem from allegations that members of an organized criminal group manipulated seven victims to obtain large amounts of cryptocurrency, which was then laundered through multiple platforms between March and August 2024. The US Department of Justice has indicted the man under federal law, including charges of racketeering, conspiracy to commit wire fraud, and conspirac…
    Panama City mayor teases Bitcoin reserve after meeting El Salvador's Bitcoin leaders
    Panama City Mayor Mayer Mizrachi has hinted at establishing a city-level Bitcoin reserve in a cryptic post following his meeting with two of El Salvador’s Bitcoin policy leaders. “Bitcoin Reserve,” Mizrachi wrote to X on May 16 after meeting El Salvador-based Bitcoiners Max Keiser and Stacy Herbert. While Mizrachi didn’t share details about his discussions with Keiser and Herbert, the timing of the post came 11 days before the Bitcoin 2025 conference in Las Vegas, where Mizrachi is scheduled to speak. Source: Mayer Mizrachi The creation of a Bitcoin reserve in Panama City would follow a recently approved measure permitting the use of crypto for public payments, including taxes, fines and municipal fees. Bitcoin (BTC), Ether (ETH), Tether (USDT) and USDC (USDC) will be accepted once the cry…
    Paraguay deports three undocumented immigrants after crypto mining theft attempt
    Paraguayan law enforcement has deported three individuals and arrested another for attempting to steal crypto miners at a facility near the country’s Itaipu hydroelectric dam. According to a May 15 statement from Paraguayan prosecutor Irene Rolón, the men were caught by police soon after breaking into a locked section of Teratech SA’s facility in Coronel Bogado, leading to their arrest. Prosecutors believe the men may have had ties to Teratech as independent contractors, but are still waiting on official confirmation from the company’s CEO. The three deported were Chinese nationals Jinping Duan, Tian Jianyun and Zheng Guanglong, who did not have official entry records into the country. Paraguayan authorities and Interpol believe the men illegally entered through Brazil or Bolivia. The thre…
    Bitcoin bull flag and standard profit taking hint at eventual rally to new BTC price highs
    Key takeaways: Traders expect a Bitcoin price pullback to $90,000, but a bull flag could break out to new highs if profit taking near the range highs reduces. On-chain data suggests the current profit taking is too weak to extinguish Bitcoin’s current price momentum. Bitcoin (BTC) price has spent the bulk of the week pinned below $104,000 to $105,000, which many analysts have labelled as a resistance zone, but an alternative view suggests that BTC is simply consolidating within a bull flag. A bull flag is a continuation pattern that is characterized by a period of sideways price action following a sharp uptrend, and when the structure confirms or breaks from the trendline resistance, the uptrend continues.  BTC/USDT 1-day chart. Source: TRDR.io While the range-bound trading portion …
    French crypto entrepreneurs to receive extra security amid recent kidnappings: Report
    Crypto entrepreneurs and their families in France will receive enhanced security measures amid a recent rise in crypto-related kidnappings in the country, Politico reported. According to the May 16 report, the measures include priority access to police emergency lines, home security assessments, and safety briefings from French law enforcement to ensure best practices are being followed. France’s Interior Minister Bruno Retailleau introduced the security measures as part of a broader effort to counter the recent wave of attacks. "These repeated kidnappings of professionals in the crypto sector will be fought with specific tools, both immediate and short-term, to prevent, dissuade and hinder in order to protect the industry.” Law enforcement officers will also undergo "anti-crypto asset lau…
  • Open

    Adopting agentic AI? Build AI fluency, redesign workflows, don’t neglect supervision
    How can organizations decide how to use human-in-the-loop mechanisms and collaborative frameworks with AI agents?  ( 7 min )
    Google’s AlphaEvolve: The AI agent that reclaimed 0.7% of Google’s compute – and how to copy it
    Google's AlphaEvolve is the epitome of a best-practice AI agent orchestration. It offers a lesson in production-grade agent engineering. Discover its architecture & essential takeaways for your enterprise AI strategy.  ( 10 min )
  • Open

    Over $5B Pouring into Bitcoin ETFs – Thanks to Bold Directional Bets
    The 11 spot ETFs have attracted over $5.61 billion since early April, according to SoSoValue.  ( 23 min )
    Alabama Man Sentenced for Hacking SEC’s Social Media to Post Fake Bitcoin ETF News
    The hack in January 2024 briefly sent bitcoin’s price surging $1,000 before crashing back down minutes later.  ( 22 min )
    State of Crypto: Consensus Toronto 2025 Reg Highlights
    Thousands of crypto folks descended upon Canada to talk shop.  ( 28 min )
    Movement Labs and Mantra Scandal Are Shaking up Crypto Market-Making
    Forced liquidations, hidden contracts, and backchannel deals are prompting a rethink in how liquidity is structured — and who gets trusted.  ( 25 min )
    ETH, DOGE, XRP Down 3% as Moody’s Downgrades U.S. Credit Rating
    Crypto markets slipped alongside stocks after Moody’s cut the U.S. sovereign credit score to Aa1, triggering risk-off sentiment and fresh concerns over government debt and macro stability.  ( 24 min )
    Undervalued Ether Catching Eye of ETF Buyers as Rally Inbound: CryptoQuant
    ETH's rally is fueling investor expectations for a new 'Alt season', according to a recent CryptoQuant report.  ( 23 min )
  • Open

    MG Malaysia Launching The S5 EV Next Week At Mid Valley
    MG Malaysia has announced the launch of the MG S5 EV, which first appearance at the recent Malaysia Autoshow (MAS 2025), on its social media platforms. The automaker also announced the estimated starting price to be around RM115,000. The MG S5 comes in two variants: Com and Lux. In terms of design, both variants feature […] The post MG Malaysia Launching The S5 EV Next Week At Mid Valley appeared first on Lowyat.NET.  ( 16 min )
    Acer Announces New Predator Triton 14 AI Gaming Laptops
    Acer announced two new Predator laptops ahead of next week’s Computex 2025. These two laptops are the Triton 14 AI and Helios Neo 14 AI. Specs-wise, the Predator Triton 14 AI houses an Intel Lunar Lake CPU and more specifically, a Core Ultra 9 288V, which comes with up to 32GB LPDDR5X-8533 RAM, up to […] The post Acer Announces New Predator Triton 14 AI Gaming Laptops appeared first on Lowyat.NET.  ( 16 min )
    Acer Introduces Swift Edge 14 AI And New Swift Go Series Laptops
    Alongside announcing new Swift X series models, Acer has also announced new updates to its Swift lineup of Copilot+ PCs, including the Swift Edge 14 AI and the Swift Go 16 and Go 14 AI. These new laptops are now equipped with the latest Intel Core Ultra 200V Series processors, integrated Neural Processing Units (NPUs), […] The post Acer Introduces Swift Edge 14 AI And New Swift Go Series Laptops appeared first on Lowyat.NET.  ( 19 min )
    Acer Unveils Iconia V12, V11 Tablets
    Acer has announced two new Android-based tablets designed for a wide range of users, including students, family members, and budget-conscious consumers. The pair are from the brand’s Iconia lineup, and are named the Iconia V12 and Iconia V11. To start off, the Iconia V12 features an 11.97-inch 2000×1200 display with 2K resolution and a refresh […] The post Acer Unveils Iconia V12, V11 Tablets appeared first on Lowyat.NET.  ( 17 min )
    Acer Announces Swift X 14 Duo With NVIDIA GeForce RTX 5070
    Ahead of Computex 2025, Acer has made a pretty substantial list of announcements. Among them are the Swift X 14 which runs Intel Core Ultra processors, and the Swift X 14 AI, which run AMD Ryzen AI processors instead. Despite the name differences, their CPUs are the only major difference between the two, and are […] The post Acer Announces Swift X 14 Duo With NVIDIA GeForce RTX 5070 appeared first on Lowyat.NET.  ( 17 min )
    OPPO A5 5G To Hit The Shelves At RM1,099
    OPPO has announced the local arrival of the A5 5G, the vanilla counterpart to the A5 Pro series released a couple of months back. However, while it is already available in Malaysia, you will not be able to buy it just yet, which we will get into in a bit. First off, here are the […] The post OPPO A5 5G To Hit The Shelves At RM1,099 appeared first on Lowyat.NET.  ( 15 min )

  • Open

    The Collapse of GPT
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    The Connoisseur of Desire
    Comments  ( 30 min )
    They Were Identical 'Twinnies' Who Charmed Orwell, Camus and More
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    Font Activations: A Note on the Type
    Comments
    Solving physics-based initial value problems with unsupervised machine learning
    Comments
    Moody's strips US of top-notch triple-A credit rating
    Comments  ( 7 min )
    Show HN: Solidis – Tiny TS Redis client, no deps, for serverless
    Comments  ( 28 min )
    Getting AI to write good SQL: Text-to-SQL techniques explained
    Comments  ( 18 min )
    Methodical Banality
    Comments  ( 36 min )
    Breaking the Sound Barrier Part I: Fuzzing CoreAudio with Mach Messages
    Comments  ( 30 min )
    ClojureScript forks Google Closure to guarantee backward compatibility
    Comments  ( 2 min )
    Show HN: KVSplit – Run 2-3× longer contexts on Apple Silicon
    Comments  ( 23 min )
    Comparing Parallel Functional Array Languages: Programming and Performance
    Comments  ( 3 min )
    Spider Eye Development Editing and Silk Fiber Engineering Using CRISPR-Cas
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    Thoughts on Thinking
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    Dominion Energy's NEM 2.0 Proposal: What It Means for Solar in Virginia
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    You Don't Have a Right to a Bank Account
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    The Magic Hours: The Films and Hidden Life of Terrence Malick
    Comments  ( 32 min )
    Stax Museum Bob Abrahamian Collection
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    New 'Superdiffusion' Proof Probes the Mysterious Math of Turbulence
    Comments  ( 13 min )
    Foundry (YC F24) Is Hiring – Founding Engineer (ML × SWE)
    Comments  ( 4 min )
    Experimentation Matters: Why Nuenki isn't using pairwise evaluations
    Comments  ( 3 min )
    Show HN: Workflow Use – Deterministic, self-healing browser automation (RPA 2.0)
    Comments  ( 10 min )
    X X^t can be faster
    Comments  ( 2 min )
    Show HN: Rv, a Package Manager for R
    Comments  ( 8 min )
    The truth behind the accuracy of weather forecasts
    Comments  ( 13 min )
    Assuring an Accurate Research Record
    Comments  ( 6 min )
    I'm Peter Roberts, immigration attorney, who does work for YC and startups. AMA
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    A Research Preview of Codex
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    Show HN: Visual flow-based programming for Erlang, inspired by Node-RED
    Comments  ( 24 min )
    The fastest Postgres inserts
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    I built a platform to find tech conferences, discounts, and ticket giveaways
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    Ed Smylie, Who Saved the Apollo 13 Crew with Duct Tape, Dies at 95
    Comments
    Microbes in Gowanus teach lessons on fighting industrial pollution
    Comments  ( 5 min )
    Imagine a drive where every file exists as all file types all of the time
    Comments  ( 1 min )
    Evolution of Rust Compiler Errors
    Comments  ( 2 min )
    Rivers
    Comments  ( 5 min )
    Explaining British Naval Dominance During the Age of Sail
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    Java at 30: The Genius Behind the Code That Changed Tech
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    Show HN: SQL-tString a t-string SQL builder in Python
    Comments  ( 6 min )
    Sci-Hub Sci-Net
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    The Mortality Impacts of Usaid Cuts
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    A $130M company faked trials instead of running our free OSS
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    Dalus (YC W25) is hiring a founding engineer for hardware system design software
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    Grok's white genocide fixation caused by 'unauthorized modification'
    Comments  ( 22 min )
    Prompts for our Grok chat assistant and grok bot on X
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    Npx Business Card
    Comments  ( 4 min )
    The Journal of Imaginary Research
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    The Problem with Teens Isn't Smartphones–It's Their Families
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    Ollama violating llama.cpp license for over a year
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    Jetrelay: A high-performance ATproto relay in 500 LOC
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    After months of coding with LLMs, I'm going back to using my brain
    Comments  ( 6 min )
    Apple Blocks Fortnite's Return to iOS App Store, Epic Claims
    Comments  ( 9 min )
    Solving the local optima problem – NQueens
    Comments  ( 12 min )
    You're Right You Are Working Longer and Attending More Meetings (2020)
    Comments  ( 19 min )
    Leeks and Leaks – Daniel.haxx.se
    Comments  ( 5 min )
    The first year of free-threaded Python
    Comments  ( 45 min )
    Compressed music might be harmful to the ears
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    Letsencrypt will kill SMTP server auth following Chrome CA policy change
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    Beyond Text: On-Demand UI Generation for Better Conversational Experiences
    Comments  ( 9 min )
    Run your GitHub Actions locally
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    You're misunderstanding DDD in Angular (and Front end)
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    Coinbase 8K SEC filing for breach
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    Wasmer (YC S19) Is Hiring a Rust Compiler Engineer
    Comments  ( 5 min )
    BuyMeACoffee silently dropped support for many countries, and nobody cares
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    The Awful German Language
    Comments  ( 25 min )
    "Goodwill", key member of the SoCal Python Community has passed away
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    Remarks on AI from NZ
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    Meta Battles an 'Epidemic of Scams' as Criminals Flood Instagram and Facebook
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    Cracked - method chaining/CSS-style selector web audio library
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    Green Fabrication of Sulfonium-Containing Bismuth Materials for X-Ray Detection
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    Ollama's new engine for multimodal models
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    I was a Theranos whistleblower. Here's what I think Elizabeth Holmes is up to
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    How and Why to Disappear from the Attention Economy
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    Teal – A statically-typed dialect of Lua
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    Sitting for a long time shrinks your brain even if you exercise
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    NASA keeps ancient Voyager 1 spacecraft alive with Hail Mary thruster fix
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  • Open

    Why Filmmakers Should Attend Film Festivals: Networking, Exposure, and Beyond
    For filmmakers, attending film festivals is more than just a chance to watch movies—it’s an opportunity to grow their careers, connect with industry professionals, and gain valuable exposure. Whether you’re an independent filmmaker or part of a larger production team, film festivals offer a unique platform to showcase your work, learn from others, and build relationships that can shape your future in the industry. Here’s a closer look at the benefits of attending film festivals and why they’re worth the effort. One of the biggest advantages of attending film festivals is the chance to network with industry professionals. Filmmaking is a collaborative field, and building relationships is key to success. At film festivals, you’ll meet directors, producers, actors, distributors, and other cre…  ( 5 min )
    Start and Switch Syndrome
    Hi everybody. So I'd like to try something. If you're starting a project idea on GitHub, and you're alone and about to switch to something else too, or if you are hitting some roadblocks, let's have a chat, and I may contribute a bit, then the next week I'll be on something else again. I'm not looking to steal any ideas, I have enough on my own. Just looking to contribute a bit on random things. I'm not going to reveal my favorite programming languages, frameworks and tools here, because I'm interested in almost everything.  ( 3 min )
    Unveiling Eiffel Forum License 2: A Holistic Analysis and Future Perspectives
    Abstract: This post provides an in-depth exploration of the Eiffel Forum License 2 (EFL 2). We discuss its background, core concepts, key features, applications, and challenges, while comparing it with other popular open source licenses. Through practical examples, table comparisons, and bullet lists, we shed light on how EFL 2 navigates the balance between permissiveness and fairness. We also touch upon dual licensing possibilities and examine future trends in open source licensing and fair code practices. For more details, please refer to the Original Article. Open source software licensing is a vital part of modern software development. Among the many frameworks available for protecting intellectual property and ensuring fair treatment for developers, the Eiffel Forum License 2 (EFL 2)…  ( 9 min )
    AI in Animation
    The art of animation thrives on imagination: vibrant characters, intricate worlds, and compelling narratives that capture our hearts. Traditionally, animators have painstakingly brought these visions to life frame by frame. Today, an innovative collaborator enters the scene—not to replace the artist, but to empower them. Artificial intelligence (AI) joins forces with animators, reshaping how stories are crafted and enriching creative expression in unprecedented ways. This partnership heralds a moment of transition, filled with optimism yet tempered by caution. Yet ultimately, both animator and technology stand poised to explore possibilities once unimaginable, redefining the boundaries of storytelling itself. In animation, creativity often collides with monotony. Every dreamlike character …  ( 6 min )
    Why Every Student Should Build a Personal Website?
    In today's fast-moving digital world, students need more than just good grades to stand out. Whether you are studying engineering, IT, business, or any other subject, building a personal website can be one of the best decisions for your career and personal growth. It acts as your online resume, your portfolio, and your personal brand — all in one place. A personal website helps you become visible, professional, and confident in the competitive job market. Build Your Online Identity Even better, you can include blog posts about your learning journey, technical topics, or personal experiences to show your thinking process. Show Your Skills Beyond a CV If you are into marketing or content creation, your website is a great place to demonstrate your creativity and strategic thinking. Learn While You Build There are many easy platforms to build websites without coding. Try WordPress for content-focused sites or Wix for stylish portfolios. If you are learning programming, GitHub Pages can help you learn while building your site. Increase Your Visibility and Opportunities Search engines like Google also index personal websites, which means your site can show up in search results. That brings more visibility to your name, especially if you post regular updates or blogs. Start Simple and Improve It is your space, so let it grow with you. Final Thoughts Start today with a small step. You can always improve it with time, just like your skills. Make your digital mark now — because in the modern world, a personal website is not just a bonus. It is a smart investment in your future.  ( 4 min )
    Mastering React Advanced Hooks with TypeScript: Simulating a Dynamic Equation System
    In today’s React applications, advanced hooks like useContext, useReducer, and useLayoutEffect provide powerful tools to manage state, coordinate rendering, and share data efficiently—without introducing excessive boilerplate. In this article, we’ll implement these hooks in a real-world mathematical scenario: simulating a system of equations with shared coefficients and synchronized updates using React + TypeScript. We’ll create a dynamic environment with: Global equation context using useContext State transitions and actions using useReducer Layout synchronization using useLayoutEffect to ensure DOM alignment before render Hook Purpose useContext Share coefficients across components useReducer Manage complex state transitions like equation switching useLayoutEffect Ensure the…  ( 4 min )
    Unveiling the Cooperative Commons License: A Holistic Overview of Fair Code, Dual Licensing, and Future Trends
    Abstract: This blog post offers a comprehensive look into the Cooperative Commons License, a pioneering model in open source and fair code licensing. We begin with an overview of its historical context, core features, and benefits for developer compensation and community collaboration. Next, we discuss its applications and use cases across various industries, analyze the challenges and technical limitations associated with its adoption, and conclude with future outlooks and innovations in licensing models. Along the way, we compare it with traditional licenses such as MIT, GNU GPL, and Apache 2.0, and introduce concepts like dual licensing and blockchain integration that promise to redefine open source funding models. In today's dynamic software ecosystem, licenses play a crucial role in …  ( 8 min )
    What problems are you solving?
    Do all products need to inherently solve a problem? or problem adjacent? I mean really, how do people make money off of new software  ( 2 min )
    2025s Best AI Coding Tools: Real Cost, Geeky Value & Honest Comparison
    Missed Part 1? This piece builds on Beyond the Hype: What Truly Makes an AI a Great Coding Partner. Give it a skim so the inside jokes land. I'll wait. ☕ 1. Gemini AI Studio with Gemini 2.5 pro(1 M Token Context) 1.1. Gemini APIs 1.2. Other Google Goodies 2. GitHub Copilot (Free Tier) 1. GitHub Copilot Pro ~£8/mo 2. Cursor / Windsurf Microsoft Copilot (the general one): Gemini Chat (Advanced/Pro versions): ChatGPT (Plus) ⭐⭐⭐ Claude Desktop: The Reigning Champion (In My Book) Continue.dev: Roocode & Cline Aider: The CLI Powerhouse Trae (from ByteDance) Amazon Q Claude Code and OpenAI Codex CLI Tools GitHub Copilot CLI The “Pure Vibe” AI Tools: Shiny, Pricey, and Mostly for Non-Coders My main setup around these tools. The Big Comparison Table: AI Coding Tool Showdown TL;DR If our first art…  ( 24 min )
    The Importance of Real-World Experience for Engineering Students
    Engineering is more than formulas, projects, or classroom lectures. While academic learning builds a foundation, real-world experience shapes your mindset, communication, and decision-making abilities. From my own journey, I’ve seen how industrial training, leadership roles, and volunteering helped me grow far beyond the textbook. When you work in a real production environment, like a garment factory, you begin to understand how things actually work on the floor. Industrial training teaches you about time management, coordination, and how teams solve problems in real-time. You observe how small improvements in workflow or communication can bring large results. This kind of learning is something no classroom can fully teach. Leadership roles in university also help in developing essential soft skills. Organizing events, managing volunteers, and communicating under pressure make you more confident and responsible. It teaches you how to plan, lead, and adapt — which are valuable qualities in both academic and professional life. Volunteering adds another layer to your development. It allows you to give back to your community while also learning empathy, teamwork, and people skills. Volunteering shows that you are proactive and socially responsible, which employers and organizations appreciate. These experiences make your resume stronger, but more importantly, they shape your personality. They prepare you for interviews, teamwork, and real challenges in your career. You learn how to think practically, solve problems, and communicate your ideas clearly — all of which are essential in today’s job market. If you are an engineering student, try to step outside your comfort zone. Look for internships, attend workshops, join a leadership program, or take part in a volunteering activity. The real world is the best teacher, and the lessons you learn there will stay with you forever. Start early, stay curious, and take every opportunity to grow.  ( 3 min )
    make vs new in Go: Differences and Best Practices
    Go language provides two commonly used ways to allocate memory: make and new. Although both are used for memory allocation, their roles and usage scenarios are quite different. Understanding the differences between these two is crucial for writing efficient and maintainable Go code. This article will thoroughly analyze the differences between make and new, their suitable scenarios, and offer some usage tips. make and new new: Creates Zero Value of Pointer Types new is a keyword in Go used for memory allocation. Its function is to allocate a block of memory for a type and return a pointer to that memory. The memory allocated by new is initialized to the zero value of the type. Example: Using new package main import "fmt" func main() { var p *int = new(int) fmt.Println…  ( 6 min )
    A Guide to Surviving Engineering (For All Students)
    Engineering is a challenging and rewarding journey. Whether you're just starting your first semester or in the middle of your degree, it’s normal to feel overwhelmed at times. Between complex subjects, tight deadlines, labs, projects, and exams, surviving engineering requires more than just academic knowledge — it takes smart planning, consistency, and the right mindset. Based on the experiences of many engineering students, here is a complete guide that can help you survive and even enjoy your engineering life. 1. Understand, Don’t Memorize 2. Use a Study Plan 3. Don’t Skip Classes 4. Ask for Help 5. Practice, Practice, Practice 6. Take Breaks and Stay Healthy 7. Get Involved in Activities 8. Learn to Use Software and Tools 9. Build a Support System 10. Accept the Ups and Downs Final Thoughts Engineering is not easy, but it is worth it. You are not just earning a degree — you are learning how to think critically, solve real problems, and grow as a person. Take one step at a time, stay consistent, and don’t forget to enjoy the journey. Years from now, In Sha Allah you'll look back and feel proud of how far you've come.  ( 4 min )
    Promise.all(): The Case of the Missing Tuna
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    [Boost]
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    Understanding JavaScript's call, bind, and apply: From Oreo's Perspective
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    8 important security changes from Android 8 to Android 15
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    Full Integration Guide: Camunda 8.5 with OpenTelemetry for End-to-End Observability
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    Real-World Asset Tokenization: Introduction
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    You can replace popular frameworks using these methods! 🔥
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    What I Learned from Lean Manufacturing Training!
    During my industrial training, I had the opportunity to explore Lean Manufacturing, a system designed to make production more efficient by eliminating waste and focusing on value creation. I learned about important tools like 5S, which stands for Sort, Set in order, Shine, Standardize, and Sustain. This method helps keep workspaces clean and organized, which is essential for safety and productivity. Another key concept I studied was Kaizen, which means continuous improvement. It emphasizes that small daily changes can lead to significant improvements over time. I also gained practical experience with Just-in-Time inventory management, which ensures materials arrive exactly when needed, reducing storage costs and avoiding overproduction. This training helped me connect the theoretical concepts learned in class with real-world production challenges. I realized that efficiency is not only about speed but also about smart use of resources and people. I saw how teamwork and communication play a vital role on the factory floor. Lean Manufacturing is not just a set of techniques; it is a culture of continuous problem solving and improvement. As an Industrial and Production Engineering graduate, I believe this mindset will guide me in all my future professional endeavors.  ( 3 min )
    TypeScript as a Template Engine
    I created a project that aims to provide code generation through TypeScript literals tags and syntax highlighting for your editor. It enhances codegen with strictly typed templates, thanks to Typescript. End of gotemplate, handlebars and every other error prone engine. It comes with 3 packages for now: The core library with available literals: https://jsr.io/@tmpl/core The cli to generate files from stdin or directories: https://jsr.io/@tmpl/gen The vscode extension to read templates without eye bleeding: https://github.com/90dy/typescript-template-engine Please give me feedback here or via GitHub issue to know what to improve. Thanks  ( 2 min )
    Ng-News 25/19: NgRx SignalStore Events, Nx 21
    Nx 21 introduces continuous tasks and a powerful terminal UI to better manage complex workflows in large monorepos. Meanwhile, NgRx 19.2 adds an experimental events extension to the SignalStore, combining scalability with a lightweight state management approach. Nx 21: Continuous Tasks & Terminal UI Nx, the popular alternative to the Angular CLI, was released in version 21. Nx offers a wide range of features, most of which are designed for managing large applications in monorepos. One of the highlights in Nx 21 is the introduction of continuous tasks. These are tasks like serving the app, running tests — both unit and E2E — that are now aware of each other. They understand their dependencies and will automatically re-run if an earlier task produces new output. And because ru…  ( 4 min )
    JavaScript Static vs Private: Explained by My Cat Oreo
    Oreo is a black and white male cat who spends his days judging my code from the comfort of my desk chair (which he has claimed as his throne). Like most cats, he believes he owns everything - a perfect metaphor for understanding JavaScript's various scoping mechanisms! Let's start with regular class variables and methods. Oreo's name and color are regular properties - anyone can access them. class Cat { constructor(name, color) { this.name = name; this.color = color; } meow() { console.log(`${this.name} says: Meow!`); } } const oreo = new Cat("Oreo", "Black & White"); oreo.meow(); // Oreo says: Meow! console.log(oreo.color); // Black & White - We can access and modify this property Static variables and methods belong to the class itself, not instances of the class. T…  ( 5 min )
    How I Built a Local AI Assistant for Obsidian — No Cloud, No API Keys
    Obsidian has become a go-to tool for developers, researchers, and writers who want to manage their knowledge in a flexible, local-first way. With Markdown-based storage, plugin extensibility, and full control over your data, it offers an ideal environment for serious note-taking and knowledge work. As large language models (LLMs) have rapidly improved, many of us have started integrating AI into our workflows — for summarization, idea expansion, information retrieval, or even querying our own notes. Tools like ChatGPT, Notion AI, or Obsidian GPT plugins offer these capabilities, but they often come with strings attached: You need an API key (usually OpenAI) Your notes are sent to a third-party cloud You have no control over how models behave Offline usage is unsupported or limited That was…  ( 8 min )
    A Practical Guide to Deploying Frontend Apps on Vercel Using GitHub Actions
    Deploying frontend applications quickly and reliably is essential for fast iteration and consistent user experience. While Vercel is known for its seamless integration with Git-based workflows, setting up a custom CI/CD pipeline using GitHub Actions gives you more control over how and when deployments are triggered. In this article, you'll learn how to deploy a frontend application to Vercel using GitHub Actions. This setup allows you to define your own deployment logic, automate builds, and push updates without relying on Vercel’s default Git integrations. We’ll walk through everything from cloning the project to configuring GitHub Actions to deploy changes automatically. By the end of this guide, you'll have a custom, production-ready CI/CD pipeline tailored to your frontend application'…  ( 9 min )
    Python Variables Explained for Beginners
    Hey folks, welcome! Welcome to the first article in my new series: Why Python? Unlike C, Python is widely used—and one big reason is libraries. Python comes with many built-in libraries, and you can import even more depending on what you need. Think of a library as a toolkit that helps you do things faster and easier. A Real-Life Example: Randomness Let’s say I’m playing a card game with friends. I never know which card I’ll get next—why? Because it’s shuffled. It’s random! In Python, we can use something similar: import random as rand Just like shuffling cards gives you unpredictable results, the random library in Python helps you generate random numbers or make random choices. In real life, randomness is unpredictable. Cool, right? That’s the magic of Python! Introduction to Variables Now let’s talk about variables. Imagine a kitchen shelf with jars: In programming, think of those jars as variables. Each jar (or variable) stores something inside it—just like a variable stores data. Syntax Example: Let’s say we name our jars like this in Python: jar1 = "Sugar" Now, if we want to see what’s inside, we can do: Easy, right? That’s a wrap! In the next article, we’ll look at types of variables and best practices for naming them. Happy coding! If you found this interesting or have suggestions, feel free to comment — I’d love your feedback!  ( 3 min )
    A Simple AWS-Powered Clinic Appointment System App Using Docker and SNS
    Deploying full-stack applications on AWS doesn’t have to be overwhelming. In this article, I’ll show how I built a basic Clinic Appointment Management System using Docker, FastAPI, and a few core AWS services. The app lets patients book appointments online, sends real-time notifications, and provides a secure way for admins to manage data - all in a lightweight and scalable setup. If you're looking to get hands-on experience with deploying microservices on AWS, this beginner-friendly project is a great place to start! This system enables: Patients to book appointments via a simple web UI. Real-time SMS/email notifications using AWS SNS. Admins to access the backend securely through OpenVPN. With its lightweight and modular setup, this architecture is well-suited for beginners and rapid pro…  ( 4 min )
    React + TypeScript: Using useEffect + useRef + Custom Props to Simulate a Math Function in Real-Time
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    2901. Longest Unequal Adjacent Groups Subsequence II
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    Old Fashioned CSS Formatter – A Modern Successor to CSSComb
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    Old Fashioned CSS Formatter – A Modern Successor to CSSComb
    It’s been a long time coming, but I’m thrilled to finally share a new developer tool that emerged from my constant need for better CSS property organisation: Old Fashioned CSS Formatter — a professional-grade Visual Studio Code extension designed to fill a very real and long-standing gap in modern front-end development. If you’ve ever used CSSComb in the past, you know how much it helped maintain order in stylesheets. However, a vacuum was left with the project, which is no longer maintained, and this new tool steps in. When CSSComb stopped receiving updates, it left a hole for many developers, including me. It had a simple job: sorting CSS properties meaningfully. But it did it well. With tools like Stylelint and Prettier becoming more prevalent, it seemed like no one focused anymore on …  ( 4 min )
    Real-time, offline, voice conversations with custom chatbots
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    Crafting Go Testing Module: Step 4 - Goldy and Must
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    Day 5 – “I Need Backup!”
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    Inductive Types in TypeScript
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    How to Transform Jupyter Notebook into a Maintainable AI Project
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    Hero Sections: A small visual study
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    Analyzing V8’s Hidden Classes for Performance Insights
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    “Calculus, Code, and the Quiet Art of Understanding Change”
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    Day 27 of Coding
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    Boosting Linux Kernel Security: Lockdown Mode, Self-Protection & Outsmarting Exploits
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    Couchbase Weekly Updates - May 16, 2025
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    NodeJs 24 : Key Features & Updates
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    Help secure Express apps
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    I published a post "AI Tools That Will Help Your Everyday Need" on DEV #ai-tools #productivity #ai #chatgpt #automation
    A post by Emily Arya  ( 2 min )
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    You’ve put in the late nights, the weekends, the debugging marathons. You’ve solved real problems, learned new tech, and stayed ahead of the curve. But when it comes to interviews? You feel stuck. You give answers you know are technically sound. You talk about the work you’ve done. You try to be clear and confident. And yet, the rejections keep coming. Sometimes you get ghosted. Sometimes you get told someone else was a “better fit.” But deep down, you know the truth: It’s not because you’re not good enough. It’s because your answers did not resonate with the answers interviewers were expecting. And that’s the part no one teaches you. How to explain your thinking? How do you tell the story behind your code without missing technical details? How do you show value without sounding like you’r…  ( 8 min )
    Como maximizar o uso da Inteligência Artificial com a engenharia de prompt
    A inteligência artificial tem se tornado uma aliada valiosa em diversas áreas dentro das empresas. Um dos fatores que pode determinar a eficácia dessa tecnologia é a qualidade dos prompts utilizados para interagir com ela. Neste artigo, discutiremos a importância de construir prompts bem elaborados e forneceremos dicas práticas para garantir que você obtenha as melhores respostas das LLMs. A engenharia de prompt surgiu como uma nova habilidade e ela é tão recente que ainda estamos aprendendo como usá-la. Essa habilidade nos permite criar inputs otimizados para os modelos de linguagem da inteligência artificial nos retornarem respostas que sejam relevantes. É importante ressaltar que a qualidade do prompt pode influenciar significativamente a acurácia da resposta recebida. Considere as seguintes etapas para criar seu prompt: 1. Ações 2. Dê contexto 3. Formatação 4. Exemplificação 5. Persona 6. Entonação A criação de prompts eficazes é uma habilidade importante que pode maximizar o potencial da IA. Ao focar em clareza, contexto e especificidade, qualquer pessoa, independente da função ou área, pode aprimorar suas interações com a IA e, assim, alcançar melhores resultados. Invista tempo na elaboração de seus prompts e observe como isso pode transformar suas experiências com a tecnologia.  ( 4 min )
    AWS S3 File Upload With NodeJs and React
    An extensive guide to upload files and retrieve the public url after upload, update and delete a file from AWS S3 Bucket. Read Article : AWS S3 File Upload With NodeJs and React  ( 2 min )
    Building an AI Music Assistant with Sonic Pi and MCP
    Building an AI Music Assistant with Sonic Pi and MCP Ever wanted to say, “Play me a funky bassline in C minor”, and have your computer just do it? That’s exactly what this project is about. We're merging the expressive world of music with the precise world of code — and then adding AI to the mix. By combining Sonic Pi (a live-coded music studio) with the Model Context Protocol (MCP), we’re building an interface where natural language becomes actual sound. If you live at the crossroads of code and creativity (hi, welcome), you know the frustration of context-switching between the rigid syntax of programming and the freeform weirdness of making art. Sonic Pi already lets us write music like we write code — but what if our tools could understand us when we speak in musical ideas? Imagine: a…  ( 5 min )
    How to integrate Editor JS in NextJs and ReactJs
    A guide to integrate editorJs in NextJs and React. Adding multiple editorjs tools like heading, Hyperlink image etc. Read Article : How to integrate Editor JS in NextJs(App Router) and ReactJs  ( 2 min )
    AI Tools That Will Help Your Everyday Needs
    In today's fast-paced world, Artificial Intelligence (AI) has evolved beyond being a buzzword. From businesses to individuals, AI tools are transforming the way we work, learn, and manage daily tasks. Whether you are a developer, digital marketer, entrepreneur, or a busy professional, AI can now assist you in almost every aspect of your routine. In this article, we'll explore some of the most powerful and user-friendly AI tools that can simplify your everyday needs, save time, boost productivity, and enhance decision-making. Let's dive in! Why AI Tools Are Becoming Everyday Essentials Automation of repetitive tasks Personalization at scale Faster data processing and insights Cost savings by reducing manual efforts 24/7 support and assistance Now, let’s explore AI tools that can make your l…  ( 5 min )
    Go Tool: Uma análise da nova ferramenta para gerenciar dependências
    Por um tempo, os desenvolvedores Go precisaram usar soluções improvisadas para gerenciar dependências de ferramentas. Com o lançamento do Go 1.24, isso mudou completamente. Vamos ver como! Quem trabalha com Go sabe bem o quanto o ecossistema de ferramentas é fundamental para o desenvolvimento produtivo. Desde geradores de código como stringer até analisadores estáticos como staticcheck, essas ferramentas se tornaram parte essencial do fluxo de trabalho diário. No entanto, gerenciar essas dependências sempre foi um desafio - especialmente ao trabalhar em equipe. Até agora, a solução padrão era o famoso padrão "tools.go" - um arquivo com imports em branco que não eram realmente usados no código, mas garantiam que as ferramentas fossem baixadas quando necessário. Era funcional, mas nunca pare…  ( 6 min )
    I Got Tired of Repeating the Same Commands, so I Built Jido - a Workflow Automation CLI
    As a developer, you may have had moments where you find yourself running the same bunch of commands repeatedly. For example, bumping package.json version, pushing to git, and publishing to NPM, whenever you wanna ship a new version of your NPM package. I was facing the same issue. And given how lazy my brain is, I wanted to make this easier and simpler. So, I built Jido. Jido is a workflow automation CLI, where you can define your workflows (called flows) in a config file, and run them using npx jido flow . The config file is a jido.config.js in the project root. So, custom JS logic is also applicable, unlike Bash scripts. Get started with jido by running: npm install --save-dev jido The jido.config.js file call the jido() function and export it by default. It takes in an objec…  ( 5 min )
    Keep Your Eyes on the End: Using the tail Command for Real-Time File Monitoring
    Logs never sleep and neither do engineers in production. When disaster strikes at 3 AM, your ability to quickly identify what went wrong can make the difference between a minor hiccup and a major outage. You could be troubleshooting a crash, monitoring a deployment, or just keeping an eye on system health and waiting for a massive log file to fully open is the last thing you need. Sometimes, all you care about is what just happened. That's where the tail command shines. It's your window into the most recent activity letting you jump straight to the end of a file, where the action is. In this article, we'll explore how another simple yet powerful command can become an essential part of your daily work practice. The tail command is your best friend for monitoring logs and files in real-time.…  ( 6 min )
    Voice to Voice AI with Amazon Nova Sonic
    Amazon Nova Sonic is a state-of-the-art speech-to-speech model that delivers real-time, human-like voice conversations with industry-leading price performance and low latency. Available with a bidirectional streaming API on Bedrock, Nova Sonic can enable developers to create truly natural, human-like AI agents that do not require users to type in their requests. What excites me most is that this capability opens AI access to many people who otherwise might struggle to use it. Nova Sonic has both masculine-sounding and feminine-sounding voices, and can produce American and British English accents. Nova Sonic can be used in Agentic workflows. It can consult knowledge bases using RAG and ground the information it gives to the user. It can do function calling, also called tool use. Since too…  ( 3 min )
    Data related Non-Functional Requirements
    Brief reminder: Functional requirements = what the system should do Non-functional requirements = how the system should behave Usually applications handle complex datasets and need to: Store data efficiently in databases Cache expensive operation results Provide search and filtering capabilities Process messages asynchronously and more. Suppose you have a banking website. Would you rather show wrong numbers to your customers or show no data at all? Rather show no data. However, if you're Facebook, you would of course rather show wrong data (not-updated likes count for example) than no data. So non-functional requirements matter. Here I want to walk through the most important ones. However, I will only discuss on data related ones. Reliability simply means "continuing to work correctly, eve…  ( 6 min )
    🚀 Stop Wasting Time: 7 AI Tools Every Developer Should Be Using in 2025
    Are you still writing boilerplate code manually or debugging at slow speed? It's 2025 and AI is no longer a nicety, it's your business partner. Whether you are a student, junior programmer, or master engineer, these 7 AI tools can enhance your productivity, creativity, and code quality. Let's start. GitHub Copilot – Your AI pair programmer Speeds up writing functions, autocompletes code, and even writes tests. 🔥 Tip: Use it for repetitive code, but always review for logic. Cursor.sh – VS Code + ChatGPT in one Ask AI to refactor, explain, or generate code in your editor. 💡 Try it when stuck in a bug loop. ChatGPT + Code Interpreter (Advanced Data Analysis) Analyze logs, CSVs, and visualize data instantly. ✅ Great for backend devs or students working on final-year projects. Bloop.ai – Search across your codebase with AI Type a question, get code snippets and function references. ⚡ Game-changer for navigating large codebases. Tabnine – AI autocomplete that respects your style Lightweight and works offline. 🌐 Use it with privacy-focused projects. Codeium – Open-source AI code assistant Free alternative to Copilot. 🔓 Perfect for those not using GitHub tools. Whisper by OpenAI – Convert voice to code comments or commands Record your thoughts and let AI write your docs. 🧠 Useful during brainstorms or explaining complex logic. 👨‍💻 Real-Life Example: 💬 What Tools Do You Use? 🏁 Conclusion: Don’t fear AI. Use it. In a world of tight deadlines and fast-changing tech, the smartest devs aren’t the ones who work harder—but the ones who build smarter.  ( 3 min )
    Vue.js and Nuxt.js: A Comprehensive Beginnerto-Advanced Guide
    Getting Started with Vue.js: Build Your First Interactive App What is Vue.js and why is it popular? Vue is a progressive JavaScript framework known for being lightweight, flexible, and beginner-friendly. Understanding Reactive Data Example Project: A simple To-Do list where users can add and remove tasks with real-time updates. Vue Router Step-by-Step: Dynamic Navigation in SPAs Setting up Vue Router Install and configure the router to map URLs to components. Dynamic Routes and Parameters Route Guards and Page Protection Why Nuxt.js? A Simple Guide to SSR and Static Site Generation Vue vs. Nuxt: What's the Difference? Nuxt adds a structure and powerful features like server-side rendering (SSR) and static site generation (SSG) to Vue. SEO, Performance, and Faster Load Times Example Project:…  ( 4 min )
    Building Software Development Artifact Generator Using Amazon Nova and Amazon Bedrock
    Context: Contribution from Amazon Community Builder to AI Engineering Month : Amazon Nova To be successful in the cutthroat market of today, the modern software development process needs to be quick, reliable, and efficient in productivity. While working in Software industries for a long time, I have observed that the software developers often spend a huge time on documentation for the software which includes System requirement specification, HLD, LLD, Technical design & architecture, Data model etc. These tasks can become bottlenecks, especially when building MVPs, prototypes, or internal tools. They slow down innovation and introduce inconsistencies across teams. To provide solution to this problem, I built a serverless API using AWS Lambda, API Gateway, and Amazon Bedrock's Nova found…  ( 7 min )
    Next.js - Fundamentos
    ¿Qué es Next.js? Todos los ejemplos los podrás encontrar en el repositorio next.js-15.3–1[ref] Next.js es un framework de React para crear aplicaciones web integrales. Se utilizan componentes de React para crear interfaces de usuario y Next.js para funciones y optimizaciones adicionales [ref]. Sistema de rutas automático: Utiliza la estructura de carpetas para generar rutas automáticamente, lo que elimina la necesidad de configurar un enrutador manualmente. Renderizado híbrido: Permite combinar distintos tipos de renderizado en una misma aplicación: SSR (Server-Side Rendering): Genera el HTML en cada solicitud. SSG (Static Site Generation): Genera páginas estáticas en tiempo de build. CSR (Client-Side Rendering): Para secciones que se actualizan desde el cliente. Nota: Los tipos de re…  ( 5 min )
    Deploying the No-Code Architects Toolkit API on a Contabo VPS with MinIO
    Deploying No-Code Architects Toolkit API on Contabo VPS with MinIO The No-Code Architects Toolkit API is a free, open-source solution for media processing, automation, and cloud storage integration. By deploying it on a Contabo VPS with MinIO as an S3-compatible object storage, you can create a cost-effective, self-hosted environment. Contabo’s affordable VPS plans, featuring NVMe SSDs and global data centers, are ideal for this Flask-based Python API. This guide walks you through setting up MinIO and the toolkit, designed for users with basic Linux and Docker skills. Contabo VPS: At least 4 vCPUs, 8 GB RAM, 200 GB SSD (e.g., VPS M at ~€7.99/month). Domain name (optional, for custom API access). SSH client (e.g., PuTTY, Terminal). Basic Linux and Docker knowledge. GitHub account for repo…  ( 5 min )
    Actually how does work React Awesome framework Next.Js ?
    As a Developer why you must learn NEXT.JS ? In the fast-evolving world of web development, frameworks and libraries come and go, but some stand out by offering a combination of power, flexibility, and simplicity. Next.js is one such framework. Built on top of React, it enables developers to create highly performant and scalable web applications with ease. In this article, we'll dive into the basics of Next.js and its key features, helping you get started on your journey. Next.js is a React framework developed by Vercel. It’s designed to simplify the process of building server-rendered and statically generated React applications. With features like built-in routing, server-side rendering (SSR), and static site generation (SSG), Next.js helps developers create fast, SEO-friendly websites. …  ( 3 min )
    My coding complete
    A post by Saleem Rangrezz  ( 2 min )
    Product & Catalog Management in OneEntry: Practical Tools for Scalable Projects
    Efficient product and catalog management is one of the core foundations of any digital business — whether it’s e-commerce, service-based, or content-driven. With OneEntry, this process becomes not only faster but also significantly more structured and scalable.The platform is designed to give development teams, product managers, and businesses the ability to manage product data with a high level of flexibility and reliability — offering unique advantages over traditional systems. Adding a new product in OneEntry takes just minutes. The process starts by assigning a product name, after which you can enrich the product card by attaching relevant attributes such as images, pricing, stock availability, and descriptions tailored to the specific type of product or service. The system automatica…  ( 5 min )
    Converting Scanned Documents to Searchable PDFs
    Converting Scanned Documents to Searchable PDFs Scanned documents are a staple of modern business and personal document management, but they often exist as image-based PDFs that can't be searched, edited, or manipulated like native digital documents. Converting these scanned documents into searchable PDFs unlocks their full potential, making information retrieval effortless and enabling text-based operations that would otherwise be impossible. This comprehensive guide explores the process, tools, and best practices for transforming scanned documents into fully searchable PDFs that maintain their original appearance while adding powerful text functionality. Before diving into conversion methods, let's clarify what makes a PDF "searchable": Image-Only PDFs Explained: Contain only a picture…  ( 9 min )
    Node.js Event Loop Visualized Series
    Have you ever wondered how Node.js handles asynchronous operations so efficiently? The secret lies in the Event Loop, a core component that orchestrates the execution of tasks. In this series, "Node.js Event Loop Visualized," we will dive deep into the inner workings of the Event Loop using a powerful tool: the Event Loop Visualizer. The Event Loop Visualizer is a tool I've been developing, based on a fork of an existing project. It offers a unique insight into the real execution of the Event Loop by utilizing a modified version of the Node.js core. Unlike other tutorials, courses, and posts that often rely on simulations to explain the Event Loop, this tool captures the actual execution, recording each phase in real-time. This provides a clearer and more accurate understanding of how Node.js manages tasks and events. Feel free to explore the Event Loop Visualizer and see it in action for yourself! The Event Loop Visualizer is composed of several key sections: Code Editor: Write and execute JavaScript code to see how it interacts with the Event Loop. Macrotask and Microtask Queues: Visualize how tasks are queued and processed. Call Stack: Observe the current call stack and how functions are executed. Event Loop Phases: Track the different phases of the Event Loop, such as Timers, Poll, and Check. Ticks & Rejections Loop Phases: Understand how Node.js handles next ticks and microtasks. Metrics: Monitor loop counts and event processing statistics. Simulated Terminal: View real-time output from your code execution. In each post of this series, we will analyze a specific block of code and explore how it is executed within the Event Loop. We'll cover a range of examples, from basic like timers to more advanced such as handling sockets and streams. Stay tuned as we embark on this journey to demystify the Node.js Event Loop. Whether you're a seasoned developer or just starting, this series will provide valuable insights and practical knowledge. Let's get started!  ( 3 min )
    Automated RDS PostgreSQL 🐘Restoration Using GitHub Actions Workflow_Dispatch
    This document provides a step-by-step guide for integrating GitHub Actions to automate the restoration of a production AWS RDS PostgreSQL database for use in development environments. EKS cluster. Postgres database (I am using AWS RDS in this example.) Github Repository. AWS IAM service. AWS S3 bucket. We have an Amazon RDS cluster running a PostgreSQL database, referred to as gerx_db_prod. Additionally, there are several lower-tier environments—such as gerx_db_dev_1, gerx_db_dev_2, and gerx_db_dev_3 that need to be kept up to date with the latest data from the production database. The goal is to enable on-demand synchronization of these environments by leveraging a GitHub Actions workflow. To create a backup of your RDS PostgreSQL database using pg_dump, run a command similar to the follo…  ( 7 min )
    Big Changes at Meteor Software: Our Next Chapter
    As the CEO of Meteor Software for the past 3 years, I wanted to share some major exciting things about where we're heading. When I first joined the company, I had a clear vision to modernize Meteor and transform Galaxy into something bigger. Today, I'm excited to tell you that these changes are finally happening. First things first! We're introducing fresh new brands for both Meteor and Galaxy. This isn't just a cosmetic facelift. It shows that we are changing our direction in a significant way. We've been using the original Meteor logo for more than 13 years, and it has become quite recognizable within the JavaScript community. The decision to change it wasn't made hastily, but we felt it was essential to reflect our ongoing evolution. Our new Meteor brand represents our commitment to m…  ( 6 min )
    🧠 Fractal Grid UI: A Recursive Layout You Can Click Into
    🔮 What if layouts weren’t flat… but fractal? Welcome to the Fractal Grid UI. 🧬 Concept A 3×3 grid of blocks The center is always empty Clicking any of the outer 8 blocks recursively spawns another 3×3 grid This can go as deep as the user wants All done with pure HTML, CSS, and a little JS 🧠 Why it’s cool 🔍 Zoomable — you can explore depth visually 📱 Responsive — adapts well to mobile 🧩 Modular thinking — perfect for data structures, AI systems, or creative tools 🌀 Satisfying UX — smooth, recursive animation as you dive deeper code pen  ( 3 min )
    Valve are expanding the Steam Deck Verified system to cover future SteamOS devices
    Valve are expanding the Steam Deck Verified system to cover future SteamOS devices | Rock Paper Shotgun More SteamOS handhelds (that aren't the Steam Deck) are on the way, so Valve are extending their Verified programme to certify games that work well on the OS. rockpapershotgun.com  ( 2 min )
    Rove : Straight up PostgreSQL migration.
    Rove is a fast, no-fluff migration manager for PostgreSQL built with Bun and TypeScript. It’s built for devs who just want to write raw SQL, version it in folders, and run it with confidence. No ORMs. No DSLs. Just SQL. Install it using Homebrew: brew install wess/packages/rove Or clone it and run directly with Bun: bun install bun run rove migrate Migrations live in a migrations/ folder. Each migration is a directory with an incrementing number prefix and two files: up.sql and down.sql. migrations/ ├── 001_create_users/ │ ├── up.sql │ └── down.sql ├── 002_add_index/ │ ├── up.sql │ └── down.sql To run migrations: rove migrate To roll back the most recent one: rove rollback Rove tracks what's been applied in a migrations table in your database. It uses the DATABASE_URL (or POST…  ( 4 min )
    Tim Sweeney says Apple has ‘neither accepted nor rejected’ second Fortnite submission to the App Store
    Epic CEO Tim Sweeney says Apple is flat-out ghosting Fortnite’s latest App Store submission—“neither accepted nor rejected” it—putting this Friday’s big update at risk. Epic filed a new build on May 14 after Apple ignored their May 9 resubmission, even though Apple usually reviews 90% of apps within a day. A 2021 court injunction told Apple to “quit it” and follow the rules, but didn’t actually force Fortnite back on the store, so Apple’s free to leave the game hanging. Meanwhile, Sweeney’s been all over X pointing out Fortnite knock-offs that Apple approved (and some it quietly yanked), stoking fan outrage and shine a spotlight on the limbo. With zero word from Apple and a crucial update looming, iOS Fortnite players are left staring at a loading screen—and nobody knows what Epic will do next.  ( 3 min )
    TAKETWO: “The most anticipated entertainment property of all time”, GTA 6 has reportedly cost over $1 billion
    // Detect dark theme var iframe = document.getElementById('tweet-1923218167674913084-46'); if (document.body.className.includes('dark-theme')) { iframe.src = "https://platform.twitter.com/embed/Tweet.html?id=1923218167674913084&theme=dark" }  ( 3 min )
    Samsung shows off OLED trch for Mixed Reality HMDs at 5,000 Pixels per inch
    TL;DR: Samsung demoed a tiny 1.4-inch RGB OLED-on-Silicon panel packing a whopping 5,000 ppi—outclassing Apple’s Vision Pro (3,386 ppi) and Meta Quest 3—at SID Display Week. The microdisplay can hit 15,000 nits brightness at 120 Hz with 99% color gamut, effectively banishing the “screen door” pixel grid in VR. Beyond VR headsets, Samsung cranked a lower-density demo (4,200 ppi) to over 20,000 nits and notes the same tech could slot into a smartwatch. By building OLEDs onto silicon wafers, it uses chip-fab tricks to cram in ultra-tiny, super-bright pixels for next-gen wearables.  ( 3 min )
    🛠️ Call for Contributors – Help Evolve the Language of Chaos
    W++ started as a wild idea: But now? 🚀 We’re Looking For: 🖥️ Extension tinkerers — improve VSCode integration (completion, error hints, etc.) 🌐 CLI nerds — help make IngotCLI powerful, modular, or ridiculous 🎓 Language lovers — improve syntax, structure, or runtime performance 🤯 Chaos agents — propose completely unnecessary features (we might actually add them) 🧠 Example Ideas to Build: oopsie-test – A testing framework with the least strict assertions ever W++ → JS transpiler A W++ Web Playground (with a custom terminal!) W++ for Minecraft Datapacks (yes, really) 📬 Interested? / WPlusPlus W++ 🦥 At least we’re better than Visual Basic. W++ is a fun, experimental, and completely over-engineered programming language designed for learning, chaos, and memes. This repo contains the full source code of W++ after it reached over 33,000 downloads on the VSCode Marketplace — and was mysteriously flagged and removed. ✨ Features ✅ Full tokenizer, parser, and interpreter written in C# ✅ Async/await support ✅ Lambda expressions (single and multi-param) ✅ Control flow: if, else, while, for, switch ✅ Try/catch + throw and return ✅ Custom syntax highlighting and snippets in VSCode ✅ The OOPSIE model of development (trust us, it’s revolutionary) 🧠 Why does W++ exist? This project was created by Ofek Bickel as an educational challenge — to build a real, working language from… View on GitHub Open an issue, suggest a feature, or ask how to contribute. No contribution too weird. No idea too cursed. Let’s overengineer something beautiful together.  ( 3 min )
    Unveiling BSD+Patent License: Comprehensive Analysis, Context, and Future Outlook
    Abstract This post provides an in‐depth analysis of the BSD+Patent License, exploring its history, core features, challenges, and future outlook. We compare its legal framework with other open source licenses, explain the evolution of open source funding models, and discuss the implications of dual licensing and blockchain‐based compensation mechanisms. Drawing on detailed community insights and technical documentation, this article revisits the BSD+Patent License’s relevance in today’s fast‐moving software development landscape while providing practical examples and comparisons. The BSD+Patent License is a unique variant of the classic BSD licenses. By incorporating an additional patent clause, this license addresses growing concerns related to patent litigation in open source software.…  ( 8 min )
    Max Mode in Cursor: Power, Access, and Missing Controls
    Max Mode in Cursor caught my attention because of how easy it is to enable—and how quietly it can start racking up costs. There’s no prompt, no permission gate, and no usage alert. It made me wonder: in an enterprise setup, how would we even know if someone turned it on? Cursor recently rolled out Max Mode, giving users access to their most powerful models—like GPT-4o and Claude Opus—with massively expanded context and smarter completions. It’s a great feature. But if you’re managing Cursor on an enterprise account, there’s a pretty big catch: anyone can turn it on, and it immediately starts billing your account. Here’s what Max Mode is, how it works, and why I think the lack of admin controls is a risky move. TL;DR: Max Mode in Cursor gives users powerful models with expanded context—but …  ( 6 min )
    10 Essential Coding Skills You'll Need in 2025
    The tech industry evolves rapidly, and staying ahead requires continuous learning. As we approach 2025, certain coding skills will be in high demand. Whether you're a beginner or an experienced developer, mastering these skills will keep you competitive in the job market. 1. AI & Machine Learning (ML) AI and ML are transforming industries. Understanding frameworks like TensorFlow, PyTorch, and how to implement models will be crucial. Even if you're not an AI specialist, knowing the basics will be a huge advantage. 2. Cloud Computing (AWS, Azure, GCP) Cloud platforms dominate modern infrastructure. Learning serverless computing, Kubernetes, and cloud security will be essential as more companies migrate to the cloud. 3. Cybersecurity Fundamentals With increasing cyber threats, de…  ( 3 min )
    Building MCP Server for Kubernetes
    Intro Built my first MCP Server for read only Kubernetes operations. This MCP server was created to provide a secure way to interact with Kubernetes clusters without allowing any create, update, or delete operations. It only exposes read-only APIs to ensure your clusters remain safe while still enabling AI assistants to help you monitor and troubleshoot your Kubernetes resources. Model Context Protocol (MCP) has been very popular lately and you can see the huge adoption as every company is releasing their official MCP server. MCP server is the new API endpoint. Kubernetes is equally popular and there are many Kubernetes MCP servers out there. Security is still evolving around MCP and I didn’t want to run an MCP server for K8s which can create, update or delete my K8s resources. Then I g…  ( 4 min )
    “It’s clear you are better than the reviewer” - said a Senior Software Engineer
    I got selected to move forward for a Software Engineer (Frontend) role with a foreign company from a cold DM and was given a test assignment. I delivered beyond the expected result, only to receive feedback from a review that seemed out of touch with current web development best practices, especially within the Vue 3 and Nuxt 3 ecosystem. A senior engineer who looked over my work remarked, “It’s clear you are better than the reviewer,” which inspired me to share this story. The review listed several shortcomings: No Composition API usage. No project architecture. Code repetitiveness. No cards stored in localStorage. Not following the Figma design. Bugs. Many of these points were vague or incorrect. Let’s examine each claim. Reviewer’s Claim: “No composition (Vue 3)” Reality: Every componen…  ( 5 min )
    YAML Tutorial: A Beginner's Guide to Writing YAML Files
    Hey Guys! This blog will make you understand what YAML is all about. Initially it was called Yet Another Markup Language, but later renamed to YAML Ain't Markup Language (a recursive acronym). YAML is the cleanest way to write configuration files. I'm guessing you already know we need config files for certain tasks while developing apps or working that DevOps magic. There are multiple ways to write configuration files such as XML, JSON, and TOML (plus several others), but YAML has some distinct advantages. These file formats make developers happy and help our data dance from server to server or client to server. They're primarily used for transmitting data between servers and clients, particularly in web applications. These are basic data formats for writing important stuff like secret fil…  ( 7 min )
    Finding Pair with Target Sum
    Given a sorted array of numbers and a target sum, find the pair of numbers that add up to the target sum. Example: Input: [1, 2, 3, 4, 5, 6], Target: 10 Expected Output: [4, 6] (since 4 + 6 = 10) Let's explore two approaches to solve this problem: the straightforward brute force method and the more elegant two-pointer technique. The brute force approach is the most intuitive way to solve this problem. We'll check every possible pair of numbers in the array and see if they add up to the target sum. Use two nested loops to consider every possible pair For each pair, check if their sum equals the target Return the pair when found function findPairBruteForce(arr, targetSum) { for (let i = 0; i < arr.length; i++) { for (let j = i + 1; j < arr.length; j++) { if (arr[i] + arr[j] === …  ( 6 min )
    Leave Script Behind
    Leave Script Behind (aka LSB) is a tool I developed in the past years, it was initially designed for developers, more specifically, DevOps. I have been working on it for a few years and I think it's time to publish it for others to benefit from it. Since from the invention of the Internet, more and more software are moved to the online world as services, and the developers are moved to work in the DevOps mode. Besides the coding environments, they inevitably need to work with shells and command line tools as part of their daily work, from coding work, to service deployment, live site investigation and mitigation, etc. Depends on which operating systems they are using, they may need to interact with different types of command-line shells, such as PowerShell on Windows, GNU bash on Linux, an…  ( 6 min )
    Flask y MVC: Conceptos e Instalación.
    Renuncio a PHP (?). No, la verdad es que sigue siendo mi lenguaje padre, para varios proyectos, especialmente por su facilidad de uso. Sin embargo siempre me interesó Python y como me oriento al desarrollo web, encontre en Flask a mi pastor (nada me faltará).  Así que en este post, explicaré algunas cosillas para que puedan crear proyectos con este framework. De un tiempo a esta parte, la web se ha convertido en la principal herramienta para compartir información. A más de 30 años del estreno en sociedad de HTML, todo lo que salió después, orientado a crear verdaderos sistemas, fue evolucionando y estandarizando hasta lo que tenemos hoy, por lo que pronto se hizo necesario, desarrollar formas eficientes para su construcción. Una de estas fórmulas es el Patron de Arquitectura Modelo-Vista-C…  ( 8 min )
    My Wins of the Week! ⭐
    📰 I published a new post on DEV! ✨ Why Code in Dark Mode? Anita Olsen ・ May 13 #discuss 💻 I have been working on fixing an AI system in Please adopt me. # AI needs repair on Steam! ✨     💻 I completed 7 singleplayer levels and I played multiplayer levels daily on CodeCombat! ✨   💻 I completed all the string exercises on W3Schools! ✨   💻 I completed 3 Python Code Challenges on W3Schools! ✨   🔥 I hit a 24 days streak on W3Schools! ✨   🎯 I met my weekly target on Codecademy! ✨ I learned more on unit testing in Python 3 Coding is the language of the future, and every girl should learn it. As we depend on technology more and more every day, learning to code isn't just smart, it's necessary. - Karlie Kloss   Thank you for reading! ♡   🎮 Visit my web page  ( 3 min )
    Custom Elements: The Superpower of Svelte 5
    Svelte 5 and the Future of Truly Reusable Web Components In today's web development ecosystem, framework fragmentation can be a headache. Can you imagine creating components that work equally well in React, Vue, Angular, or even plain HTML? With Svelte 5 and Web Components technology, this isn't just possible—it's surprisingly simple. Modern frontend development is based on reusable components. However, these components often remain "trapped" within the ecosystem for which they were created. A button made in React will hardly work in a Vue application without significant modifications. In this article, we'll explore how to create truly framework-agnostic components using Svelte 5 and Storybook 8+. Our example will be a fully customizable Alert component that will work in any framework or…  ( 9 min )
    How to build a Legal Document Chat with OpenAI, Ducky.ai, Next.js and Browserless
    What if anyone could chat with a legal document instead of having to read the whole thing? I wanted to create a tool where users could paste a link to a legal document and instantly start asking it questions like: Who owns the content I create?" - Figma ToS What happens if I violate these terms?" - Apple T&Cs Today, Fineprint is live and working. It took surprisingly little time to build, thanks to Ducky. Here’s the technology that powers Fineprint Frontend | Next.js - React.js & TypeScript Backend Scraping | Browserless (headless Chrome) Semantic Search & Retrieval | Ducky.ai Language Generation | OpenAI Hosting | Vercel Step 1 - We first create an index name based on the url and then use Browserless to load and scrape the visible text from the page. const processDocument = async (url:…  ( 5 min )
    Still paying full price for AWS? Kuberns helps you save 40% and deploy apps without Developer efforts
    AWS is powerful, no doubt. But it’s also overwhelming. Startups often jump in expecting speed and flexibility, only to be hit with complexity and unpredictable bills. Instead of building, your developers spend time configuring VPCs, tuning EC2 instances, and reacting to usage spikes. It’s not just frustrating, it’s expensive. That’s exactly why we built Kuberns: to give lean teams a way to launch, manage, and scale their apps on AWS without needing DevOps expertise, and without wasting money. What Is Kuberns, Really? Think of Kuberns as your AI-powered DevOps co-pilot. It sits on top of AWS and handles all the grunt work, provisioning, monitoring, scaling, and optimizing your infrastructure while letting your developers focus on code. With Kuberns, you get: Smart provisioning and scali…  ( 4 min )
    Why I Don't Use WordPress Anymore (And What I Built Instead)
    From WordPress Pro to Custom CMS Architect: My Journey to Ultimate Web Performance & SEO Control By Sajjad Akbari — Lead Full-Stack Engineer & SEO Systems Architect For over a decade, I lived and breathed WordPress. I’ve engineered everything from bespoke themes for Fortune 500 companies to intricate e-commerce platforms processing thousands of transactions. I’ve wrangled complex plugin integrations, optimized server configurations for high-traffic sites, and pushed the boundaries of what WordPress SEO plugins could achieve. WordPress, powering over 43% of the internet (W3Techs, 2023), is an undeniable force, a testament to its accessibility and vast ecosystem. However, as my projects grew in complexity and the demand for absolute performance and granular SEO control became paramount, I …  ( 15 min )
    Day 23/ 30 Days of Linux Mastery: 'tar' Command
    Table of Contents Introduction What is the tar Command? Core tar Commands Real-World Scenario: tar Command Conclusion Let's Connect Welcome back to Day 23 of this practical Linux challenge! Today, we are diving into one of the most useful Linux commands: tar. When you think of archiving and backing up files, think of tar tar Command? tar stands for Tape Archive. It is a powerful utility used to create, extract, compress, and archive files or directories into a single file, usually with .tar, .tar.gz, or .tgz extensions. tar Commands More commonly used tar command options are listed in the table below. tar Command What It Does Explanation tar -cvf myarchive.tar myfolder/ Creates an archive -c = create, -v = show progress (verbose), -f = name the archive file tar -xvf my…  ( 4 min )
    Keep It Small, Keep It Moving: The Real Power of Tiny PRs
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    Lightweight and High-Performance Rust HTTP Server Library for Modern Web Services
    Introduction Hyperlane is a cutting-edge Rust library designed to simplify the development of high-performance web services. Built with a focus on efficiency and flexibility, it empowers developers to create robust HTTP servers with minimal overhead. Whether you’re building REST APIs, real-time applications, or scalable backend services, Hyperlane offers a seamless development experience with its rich feature set and cross-platform compatibility. Core Features Lightweight & High Performance Hyperlane leverages Rust’s memory safety and concurrency features, combined with the Tokio async runtime, to deliver exceptional performance. It handles asynchronous I/O efficiently, making it ideal for high-throughput applications. Full HTTP/1.1 Support Parses HTTP requests and builds res…  ( 4 min )
    Setting Up a Modern Web Development Environment in 2025
    Creating a modern development environment in 2025 means combining a powerful editor, smart package management, the latest frameworks and build tools, plus good developer hygiene. Full-stack developers often use TypeScript for both frontend and backend code, so our setup must support it seamlessly. We'll cover everything from editor and AI assistants to package managers (npm, pnpm, Bun), popular frameworks (Next.js, Express, NestJS), fast bundlers (Vite, Turbopack), and essential tools like linters, formatters, testing frameworks, and CI/CD. By the end, you'll have a template for a cutting-edge, beginner-friendly TypeScript stack. A great editor is key. Visual Studio Code is a top choice for TypeScript developers, thanks to its rich extension ecosystem. You can install AI coding assistants …  ( 9 min )
    Hyperlane: A High-Performance Rust HTTP Server Library
    Hyperlane: A High-Performance Rust HTTP Server Library In the realm of web development, the choice of a robust and efficient HTTP server library can significantly impact the performance and scalability of your application. Hyperlane, a lightweight and high-performance Rust HTTP server library, stands out as an exceptional choice for developers seeking to build modern web services. Designed with simplicity and power in mind, Hyperlane simplifies network service development while delivering outstanding performance. Hyperlane offers a comprehensive feature set that makes it an ideal choice for building web services. It supports HTTP request parsing, response building, and TCP communication, providing developers with the essential tools needed for web development. Beyond the basics, Hyperlan…  ( 5 min )
    🚀Amazon ELB Demystified: Your Ultimate Guide to Routing Traffic & Scaling Apps in AWS (2025 Edition)
    Okay, fellow cloud enthusiasts and Dev.to community! As someone who's been navigating the AWS cloud for over three plus years and loves helping others "get it," I'm thrilled to tackle a foundational yet incredibly powerful service: Amazon Elastic Load Balancing (ELB). Whether you're just starting your cloud journey or you're a seasoned pro looking to fine-tune your architecture, understanding ELB is key to building resilient, scalable, and high-performing applications. Let's dive in! Ever had your awesome application buckle under unexpected traffic? 😬 Your users see a dreaded error page, your team scrambles, and that crucial launch... well, it doesn't go as planned. We've all been there or heard the horror stories. In today's fast-paced digital world, application availability and performa…  ( 15 min )
    Hyperlane: A High-Performance Rust HTTP Server Framework Outperforming Go and Node
    Introduction Hyperlane is a lightweight, high-performance Rust HTTP server library designed for modern web services. Built on Tokio’s async runtime, it simplifies network development while delivering exceptional speed, cross-platform compatibility, and real-time communication support. With benchmarks surpassing Go, Node.js, and even Rust’s standard library, Hyperlane is redefining efficiency in web service development. Key Features Blazing Fast Performance: Hyperlane outperforms popular frameworks in QPS benchmarks: 340k QPS (Tokio) vs. 324k QPS (Hyperlane) vs. 224k QPS (Gin/Go) under 360 concurrent connections. Handles 100M+ requests with minimal overhead, ideal for high-traffic applications. Cross-Platform & Lightweight: Built with pure Rust and zero platform-specific depen…  ( 3 min )
    🚀 Lovit is Live: Smarter Error Handling for JS Developers
    🚀 Lovit is here! try-catch blocks — Lovit brings clean, consistent, and powerful error handling to modern codebases. 📚 Docs are live – dive in and see how easy it is to integrate. ⚡ Level up with Lovit now! lovit.dev  ( 2 min )
    Rust HTTP Server
    Introducing Hyperlane: The Lightweight, High-Performance Rust HTTP Server Hyperlane is a pure-Rust HTTP server library built on Tokio’s async runtime, designed to simplify network service development without sacrificing performance. With Hyperlane, you get a truly cross‑platform API that runs seamlessly on Windows, Linux, and macOS, while supporting advanced features like middleware, WebSocket, and Server‑Sent Events (SSE). Key Features Zero external dependencies: Pure Rust + standard library Cross‑platform compatibility: Same API on Windows, Linux, macOS High performance: QPS on par with Tokio, outperforming Rocket, Go, Node.js Flexible middleware: Request and response middleware for logging, authentication, headers Real‑time support: Built‑in WebSocket and SSE handling cargo add hyperlan…  ( 3 min )
    Telegram Bot Library Development with PHP
    What suggestions or criticisms do you have for me? I previously developed a version of the library, although it was not popular, but it was great for me and helped me build various commercial projects using it. Probably the lack of writing strong documentation and not creating content to introduce and teach its use caused it to be unknown This time I am rewriting it. The goal of this rewriting is to create a more modern, simpler and cleaner syntax. Also, new features and methods should be added to it For example, sending a simple message will be as easy as this: Bot::new()->text('Hello world')->send(); Its basic structure is being implemented https://github.com/botfire/botfire/tree/new-version-2  ( 3 min )
    But how does torrenting actually work?
    If you prefer to consume this article as a video, check this out! README Also, a quick side note: this article intends to be fully language agnostic, meaning that we don't discuss how to do something torrent-related in a certain language. Finally, if you're here because you're trying to implement a BitTorrent client yourself, you should probably check this diagram out (you do have to make an account, sorry). You may have heard of BitTorrent or torrenting before, but you’ve probably never taken a look under the hood of how it all actually works. Torrenting is a surprisingly complex process, and in this article, we’re going to take a deep dive into the BitTorrent protocol and how it works. If you're familiar, feel free to skip ahead Firstly, let’s talk about how it and torrenting works. …  ( 12 min )
    Project of the Week: HedgeDoc 🦔
    Lightning-fast reviews and exceptional bot integration in this real-time markdown collaboration platform HedgeDoc is an open-source collaborative markdown editor that allows real-time collaboration, similar to Google Docs but with markdown support. The project has been online since 2016 (originally called CodiMD) and has gathered significant attention from developers looking for self-hosted, privacy-focused document collaboration. With over 6,000 GitHub stars and contributions from 163 developers, HedgeDoc has established itself as a popular choice for collaborative note-taking and documentation. We researched HedgeDoc on collab.dev and discovered some fascinating collaboration patterns that demonstrate the project's commitment to efficient development practices. Exceptional Review Speed: HedgeDoc boasts a remarkable 93% of reviews completed within 1 hour, ranking 4th among all analyzed repositories on collab.dev. Lightning Fast Turnaround: With a median review turnaround time of just 2 minutes and 13 seconds, developers can expect almost immediate feedback on their contributions. High Bot Integration: 85% of PRs are bot-generated, with bots accounting for 63.2% of all repository events, showing a strong commitment to automation. 100% Review Coverage: Every single PR gets reviewed before merging, demonstrating the team's dedication to code quality. HedgeDoc demonstrates how strategic automation and efficient review processes can create an exceptional developer experience while maintaining high quality standards. github.com/hedgedoc/hedgedoc collab.dev/hedgedoc/hedgedoc collab.dev pullflow.com  ( 3 min )
    Software Engineers as Modern-Day Architects
    Ancient architects built cathedrals. Today, we build systems just as vast — invisible, intricate, and equally lasting. We are not just coding features. We are designing digital cathedrals. Written by Alireza Minagar https://medium.com/@aminagar_38889  ( 3 min )
    Dont Forget to Package Go App the right way in Docker
    Subscribe to my channel for Engineering videos @bitsofmandal Packaging applications with Docker is standard practice today — but for production-ready Go apps, image size, startup time, and security matter. In this post, we’ll walk through how to containerize a Go application, then progressively optimize the image size from 45MB to just 4MB using tried-and-tested techniques. Go produces statically linked binaries — ideal for minimal containers. Containerized apps run reliably across different environments. Optimized containers improve deployment speed, resource usage, and security. How to containerize a Golang app with Docker. Multi-stage builds and their benefits. Reducing image size with Go build flags. Using minimal base images (scratch). Compressing binaries with UPX. Real-world dep…  ( 4 min )
    Exposing Kubernetes Metrics: Adding Metrics Server to Your Local Cluster
    This guide is the second part of the "Build a Kubernetes Lab with Vagrant & Ansible" series. In this article, we’ll add resource usage monitoring to your cluster by installing the Kubernetes Metrics Server. Prerequisites Step 1: Install Metrics Server Step 4: Use the Metrics API What's Next? Useful links This article assumes you have already completed the first part of the series, where we created a local Kubernetes cluster using Vagrant and Ansible. If not, go back and follow Part 1: Build Your Local Kubernetes Cluster first. Reminder: You should have exported your Kubernetes configuration locally with the following command: vagrant ssh kubmaster -c "sudo cat /etc/kubernetes/admin.conf" > ~/kubeconfig-vagrant.yaml Set this file as your config path: export KUBECONFIG=~/kubeconfig-vagrant.…  ( 4 min )
    [Hack] PicoCTF: Low Level Binary Intro - Intro to Debuggers
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    🚀 Build an Infinite Scroll App in React like a Pro
    Infinite scrolling is probably one of the most widely used features in today's web applications. Rather than relying on traditional pagination, it loads further content dynamically when users scroll. In this tutorial, you will learn how to implement a basic and simple Infinite Scroll component in React JS by fetching GitHub users from the GitHub API.🎯 📝🔰 Perfect for beginners! This guide focuses on the core logic without overwhelming you with complex React patterns. 🎯What We Will Build We will build a clean React application showing GitHub users as cards. When users scroll, additional users will be fetched automatically, providing an overall smooth browsing experience. 🛠 Tech Stack: useState to manage state ⚛️ useEffect to handle side effects like API calls and event lis…  ( 7 min )
    How to Set Up CI/CD for a Python Backend Application on Fly.io Using GitHub Actions
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    Diary of an Elm Developer - Lazy L-System generation
    L-System Studio is an environment for creating and exploring L-Systems. It was built with Elm by Hunor Geréd. I learnt about the project when he decided to submit it to Built with Elm back in April 2023. It's a fun application for exploring L-Systems but it can be quite resource intensive. My browser has even crashed on several occasions. Definitely not a good look for Elm. Could the performance be improved whilst using Elm or do we have to resort to mutable generation in JavaScript? That was the nagging question. The first thing that caught my attention was the huge number of SVG nodes that were being generated in the DOM. Those SVG nodes are created by looping over the array of characters returned by LSys.generateSequence. It's not one to one but the number of SVG nodes that are added to…  ( 9 min )
    CloudWatch Alarm Integration with KMS-Encrypted SNS Topic
    Configure an Amazon CloudWatch alarm with an encrypted Amazon Simple Notification Service (Amazon SNS) topic. Monitoring and alerting are essential in the cloud but securing those alerts is important too. In this post, we are going to explore how to configure a CloudWatch Alarm so that you are being notified through an SNS topic, which is encrypted with KMS, so your alert data stays secured. Note: You must use an AWS Key Management Service (AWS KMS) customer managed key to deliver Amazon SNS notifications with an encrypted Amazon SNS topic for a CloudWatch alarm. If you use the default alias/aws/sns AWS managed key for encryption, then the CloudWatch alarm fails to initiate the alarm action. You then receive a message that's similar to the following in the Alarm History section: "Failed …  ( 5 min )
    What’s The State of WASI?
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    JWT Authentication Deep Dive: Creation, Storage, and Verification
    Authentication remains one of the most critical aspects of modern application development. Among the various authentication mechanisms available, JSON Web Tokens (JWTs) have become increasingly popular due to their flexibility and stateless nature. This article explores the complete lifecycle of JWTs—from creation to storage and verification—providing both theoretical knowledge and practical implementation guidance. Before diving into implementation details, let's understand what makes JWTs unique. A JWT consists of three parts separated by dots: Header: Payload: Signature: When encoded, a JWT looks like this: xxxxx.yyyyy.zzzzz Let's explore how to create JWTs with proper security considerations: const jwt = require('jsonwebtoken'); function generateAccessToken(user) { // Avoid i…  ( 5 min )
    🚀 Embracing MCP in KaibanJS: A Leap Forward in Multi-Agent AI Systems
    The AI landscape is evolving rapidly, and with it, the tools and protocols that empower developers to build more efficient and scalable systems. One such advancement is the integration of the Model Context Protocol (MCP) into KaibanJS, our JavaScript framework for building multi-agent AI systems. The Model Context Protocol (MCP) is an open standard developed by Anthropic to streamline the interaction between AI models and external tools or data sources. Think of MCP as the USB-C of AI integrations—providing a universal, standardized way for AI agents to connect with various services without bespoke connectors. Standardized Communication: MCP offers a structured framework for AI models to interact with tools and services. Tool Access & Expansion: AI assistants can utilize external tools for…  ( 4 min )
    🚀 𝗪𝗲𝗲𝗸𝗹𝘆 𝗗𝗲𝘃 𝗟𝗼𝗴 – 𝗪𝗲𝗲𝗸 𝟭
    Hey everyone 👋 Here’s my latest update on what I’ve been building, learning, and overcoming this past week as part of my journey as a software developer. 💡 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗥𝗲𝗰𝗮𝗽 – 𝗛𝗲𝘃𝘆 𝗦𝗗𝗞 ( https://github.com/JackEcuyer/hevy-sdk ) ✅ 𝗧𝗵𝗶𝘀 𝗪𝗲𝗲𝗸’𝘀 𝗛𝗶𝗴𝗵𝗹𝗶𝗴𝗵𝘁𝘀 📚 𝗪𝗵𝗮𝘁 𝗜’𝘃𝗲 𝗟𝗲𝗮𝗿𝗻𝗲𝗱 ⚠️ 𝗖𝗵𝗮𝗹𝗹𝗲𝗻𝗴𝗲𝘀 🔜 𝗡𝗲𝘅𝘁 𝗦𝘁𝗲𝗽𝘀 If you’re into dev logs, personal projects, or learning in public - feel free to follow! I’d love to hear what others are building too.  ( 3 min )
    Query MongoDB Like a Human with ScoutDB
    🗥️ So I was casually doomscrolling X (yes, again)... when I stumbled upon a post by DEV Community that made my brain short-circuit: ✨ “ScoutDB turns plain English into MongoDB queries.” Wait, what?! You've got the data questions, but not always the query-fu: "Find all users who joined after Jan 2023 and liked more than 5 posts" Normally, you'd need to hand-craft some MongoDB incantation like: db.users.aggregate([ { $match: { joinDate: { $gte: ISODate("2023-01-01") }, likes: { $gt: 5 } } } ]) But what if you could skip the syntax pain? ScoutDB is like having a friendly AI that: ✅ Understands what you're trying to ask in English explore like a boss You type: Show me all posts with more than 100 likes created in the last 30 days ScoutDB replies with: db.posts.find({ likes: { $gt: 100 }, createdAt: { $gte: new Date(Date.now() - 30*24*60*60*1000) } }) Then maps the results and relationships for you in a visual explorer. No more $lookup headaches. No more crying in JSON. Saw this post by @thepracticaldev on X 👇 (I swear MongoDB and ScoutDB logos look like they just agreed to rescue all devs from query hell) 🗣️ English → MongoDB query? ✅ 🧠 Auto-maps your schema? ✅ 🎨 Visual canvas for data exploration? ✅ 🧣 Found it while doomscrolling Twitter? BIG ✅ 🧵 Original Post from DEV Community 💬 So, are you still writing $match manually or are you letting ScoutDB take the wheel? Tell me below 👇  ( 3 min )
    This Week In Python
    Fri, May 16, 2025 This Week in Python is a concise reading list about what happened in the past week in the Python universe. Introducing Pyrefly: A new type checker and IDE experience for Python A single Python function for both async/sync Unravelling t-strings I don't like NumPy The Database Row That Did and Didn't Exist autogenlib – Python library that automatically generates code on-the-fly using OpenAI's API reaktiv – Reactive Computation Graphs State Management for Python toller – Lightweight Python library to make your async calls to microservices, etc. more robust and reliable PyUIBuilder – GUI builder for Tkinter, CustomTkinter, Kivy and PySide Scrapling – An undetectable, powerful, flexible, high-performance Python library to make Web Scraping Easy and Effortless  ( 3 min )
    Push Images To Artifact Registry using GitHub Actions & Workload Identity
    Day-to-day I mainly contribute to a Elva, a powerhouse of AWS-experts aiming to help our customers to elevate their cloud journeys using serverless. However, sometimes life brings you into other platforms like Google Cloud in this case (which I also like a lot). This time I needed to set up container deploys as a part of a GitHub Action workflow authenticating towards Google Cloud Artifact Registry using Workload Identity Federation (a better way to replace Service Account key files) Let's look at how to set up the workflow file and the necessary Google Cloud configurations to acheive this. Before we even touch the GitHub Actions YAML, we need to configure Google Cloud to trust our GitHub Actions workflow. We'll do this using Workload Identity Federation. This is a secure way to allow your…  ( 9 min )
    Why Performance Testing Matters: Key Benefits Explained
    When the new version of your website or web app is ready, you probably can’t wait to get it deployed on production. But wait – there’s one crucial step you have to make before you provide it to a broad audience: performance testing. What are the biggest performance testing benefits? Why you really shouldn’t neglect this step? These are the questions I’ll answer in this article. Performance testing process allows you to evaluate the stability and responsiveness of websites and web applications. You do this to ensure everything loads fast enough, the system doesn’t crash, and its general performance doesn’t affect the user experience negatively. You usually conduct software performance testing during critical moments – such as the introduction of a new feature, the launch of a new version or…  ( 8 min )
    What is Intelligent Agents?
    an **Intelligent Agent **is an entity that perceives its environment, takes actions autonomously to achieve goals, and may improve its performance through machine learning or by acquiring knowledge. Leading AI textbooks define artificial intelligence as the "study and design of intelligent agents," emphasizing that goal-directed behavior is central to intelligence. A specialized subset of intelligent agents, agentic AI (also known as an AI agent or simply agent), expands this concept by proactively pursuing goals, making decisions, and taking actions over extended periods, thereby exemplifying a novel form of digital agency.[1] Intelligent agents can range from simple to highly complex. A basic thermostat or control system is considered an intelligent agent, as is a human being, or any ot…  ( 4 min )
    India Needs Cyber Unity: How Government and Professionals Can Collaborate to Secure Our Digital Borders
    🛡️ In light of recent Indo-Pak tensions, cybersecurity is no longer just a tech issue—it’s a national security imperative. While our soldiers guard the physical borders, India’s digital borders are being probed every day by nation-state actors, hacktivists, and opportunistic threat groups. India’s cybersecurity strategy cannot rely on isolated defense. We need collaboration between the government and cybersecurity professionals. From Aadhaar-linked services to cloud-hosted citizen data and internal gov communications—India's digital infrastructure is massive. During times of geopolitical tension, we see a surge in: 🕵️‍♂️ Website defacements 🌐 DDoS attacks on public portals 🧬 Phishing against officials 🎯 Propaganda via social media To tackle this, we need more than 'firewalls'. We need…  ( 4 min )
    Mastering the Game Creation Process: From Concept to Completion
    In today’s competitive gaming industry, creating a successful video game requires more than just a great idea. It demands a well-structured approach, innovative thinking, and detailed planning. To bring a game to life, developers need to master the Game Creation Process, build a solid Game Design Document, and incorporate the Best Game Mechanics that keep players engaged. Let’s explore how these elements contribute to building exceptional games. Understanding the Game Creation Process Conceptualization: This is where the creative journey begins. Developers brainstorm game ideas, themes, target audience, and platform. The primary goal at this stage is to define the core vision of the game. Game Design Document (GDD): Once the concept is clear, the team develops a Game Design Document. This …  ( 4 min )
    Python 101:The Ultimate Beginner’s Guide
    Python is a widely used high level general purpose programming language created by Guido van Rossum in 1991. It is used for web development,software development,data analytics and Artificial Intelligence & Machine Learning. Python is widely preferred due to it's high capabilities below It has a simple syntax similar to English language hence simple to use and understand. Python runs on intepreter system meaning code can be executed as soon as it's written.You do not need to compile your program before executing it. Python supports 3 programming paradigms - its procedural,object-oriented and functional. Python has extensive library which includes almost every function imaginable A variable is a named location used to store data in memory and can hold different data types ie strings, in…  ( 6 min )
    Deploying Prometheus on a Raspberry Pi Cluster
    Deploying Prometheus on a Raspberry Pi cluster is a great way to monitor your Raspberry Pis and gather insightful metrics from them. In this guide, we'll walk through the steps to set up Prometheus with one master node (Pi) and three worker nodes (Pis). Prerequisites 4 Raspberry Pi devices (1 master node and 3 worker nodes) Raspbian OS installed on each Raspberry Pi SSH access to each Raspberry Pi Instructions Setting Up the Master Node bash sudo apt install -y prometheus bash sudo nano /etc/prometheus/prometheus.yml Add the following scrape configurations: yaml scrape_configs: - job_name: 'raspberry-pi' static_configs: - targets: [':9100', ':9100', ':9100'] Replace WORKER_1_IP, WORKER_2_IP, and :9090, replacing with the IP address of your master node. Common Pitfalls and Troubleshooting Tips Pitfall 1: Incorrect IP Addresses Pitfall 2: Service Fails to Start bash sudo journalctl -u prometheus sudo journalctl -u prometheus-node-exporter Common issues include syntax errors in the configuration files or missing dependencies. Pitfall 3: High Resource Usage Pitfall 4: Outdated Software bash sudo apt update sudo apt upgrade Conclusion Congratulations! You've successfully deployed Prometheus on your Raspberry Pi cluster. With this setup, you can monitor your devices and gather valuable metrics to help you manage your cluster more effectively. In the next post of this series, we will deploy a Typescript Web service to Kubernetes. See you there!  ( 4 min )
    Real-Time ETLT: Meet the Demands of Modern Data Processing
    The demand for effective real time data processing has reached a point of no return in the 21st century. Real-time data processing is the constant, uninterrupted handling and delivery of messages and events. Examples of real-time data processing include live traffic updates, stock market feeds, online video games, etc., where data is processed and acted upon as it is received. It is absolutely paramount that companies and service providers process data in real time (live) as effectively and as quickly (nanoseconds) as possible to ensure a better user experience on their products and services. You might be taken aback by the number of industries that require real time processing to stay afloat in the fast-paced software ecosystem today. This document will provide you with context on the ETL…  ( 6 min )
    FinOps Optimization: Reducing AWS Bills Through Automated EC2 Shutdowns
    1. Introduction As organizations increasingly migrate workloads to the cloud, cost management becomes a critical component of sustainable operations. While cloud services like AWS offer flexibility and scalability, they also come with the risk of escalating expenses if not carefully monitored. This is where FinOps — a practice that blends financial accountability with cloud engineering — plays a key role. 2. Understanding EC2 Cost Structures To effectively reduce AWS costs through automation, it's essential to first understand how EC2 (Elastic Compute Cloud) pricing works. AWS offers a flexible pricing model for EC2 instances, but this flexibility can also lead to overspending if not managed carefully. 2.1 EC2 Pricing Models On-Demand Instances: These are billed per second (with a mini…  ( 10 min )
    💡 Fixing Chrome’s Autofill Styles with Custom CSS
    Did your input fields get an unwanted yellow background due to Chrome's autofill? You can override it with a neat CSS trick! 🎨✨ 🔍 Why This Matters  ( 3 min )
    Paracetamol.ts💊| #35: Explica este código TypeScript
    Explica este código TypeScript Dificultad: Básico function announceSongBy(song: string, singer: string | undefined) { console.log(song); if(singer){ console.info(singer) } } console.log(announceSongBy("Greensleeves")); A. undefined B. null C. Se esperaba dos argumentos, pero se recibió uno D. string Respuesta ✅ C. Se esperaba dos argumentos, pero se recibió uno El parámetro singer tiene explícitamente la anotación de tipo string | undefined lo que significa que este parámetro no es opcional sino obligatorio. Es por este motivo que cuando llamamos a la función announceSongBy con solo un parámetro sistema de tipado de Typescript encuentra una inconsistencia y lanza una advertencia. Es importante notar que al momento de compilar este ejemplo, el código JavaScript resultante no presentara ninguna problema y mostrara por consola la cadena Greensleeves. Las advertencias que nos hace Typescript solo son útiles en el periodo de desarrollo.  ( 5 min )
    Unlock Active Storage: A Beautiful Dashboard for Your Rails App 🚀
    Hey Rails devs! 👋 If you're using Active Storage in your Ruby on Rails applications (and let's be honest, it's pretty awesome for handling file uploads!), you've probably experienced its power and simplicity. But have you ever wished you could easily see what's going on under the hood? Like, a proper dashboard to visualize your blobs, attachments, and overall storage usage? I found myself wanting exactly that. Digging through the console or database to check on files, their metadata, or how much space they're consuming can be a bit tedious. That's why I built Active Storage Dashboard! Active Storage Dashboard is a mountable Rails engine that provides a sleek, modern, and (dare I say) beautiful dashboard to monitor and inspect your Active Storage data. It's designed to be: Informative: …  ( 5 min )
    Understanding Nested Describe Blocks in Unit Tests
    When writing unit tests for JavaScript applications, organizing your tests properly can greatly improve maintainability and readability. One common technique uses nested describe blocks to group related test cases. Nested describe blocks do not cause any issues with code coverage reports or coverage UIs in modern testing frameworks like Jest: Coverage tools like Jest/Istanbul measure which lines of code are executed during tests, regardless of how those tests are organized The nested structure doesn't affect which code is executed or how it's measured Test organization is purely for human readability and doesn't impact coverage metrics Better Organization: Groups related tests logically by function or behavior Scoped Setup/Teardown: You can use beforeEach/afterEach at different levels of n…  ( 4 min )
    Construct a Private Cloud Virtually
    Technical Description: Construct a Private Cloud Virtually (VPC) This project involves creating a secure and isolated Virtual Private Cloud (VPC) within a public cloud platform such as AWS, Azure, or GCP. It includes configuring custom IP ranges, subnets (public and private), route tables, internet and NAT gateways, and implementing Security Groups and Network ACLs for traffic control. Virtual machines are launched in appropriate subnets, with private resources accessing the internet via NAT. The setup ensures secure communication and resource segmentation. Infrastructure as Code (e.g., Terraform) may be used for automation. This project showcases essential cloud networking, security, and deployment skills. - Step 1 Off we go! Let's kick things off by creating a VPC. In this step, get re…  ( 5 min )
    Improving OCR Accuracy for Better Text Recognition
    Improving OCR Accuracy for Better Text Recognition Optical Character Recognition (OCR) technology has revolutionised document digitisation, but its effectiveness ultimately depends on accuracy. Even small improvements in OCR accuracy can dramatically enhance the usability of digitised documents, reduce manual correction time, and increase the reliability of automated workflows. Understanding how to optimise the OCR process at every stage can help you achieve significantly better results. This comprehensive guide explores strategies and techniques for improving OCR accuracy, from document preparation and scanning to software settings and post-processing methods. Before diving into improvement techniques, let's understand what affects OCR accuracy: Character Recognition Errors: Similar cha…  ( 9 min )
    Why Developers Keep Confusing Sprint Goals with Status Updates, and Why Sprint Goals Are Important.
    Ever been in a daily Scrum where developers list empty words like “I coded the UI”? That’s a status update, not a sprint goal discussion. I’ve seen this confusion tank team focus for many years - and yes, I fix it every time. Sprint goals are Scrum’s core, yet developers often treat them as empty to-do lists. So let’s explore why developers confuse them with status updates, why sprint goals matter and how to fix the status update confusion to deliver real value. Why the confusion? A sprint goal is a clear outcome, like “Our team will allow users to enable gravitational anti-matter this sprint so that users can fly above water in their cars” or “We need to reduce technical debt to free up 25% of EC2 resources for other higher value added batches.” It’s the common why for the whole team t…  ( 5 min )
    O cérebro lembra com os olhos: UX e memória visual 🧠👁️
    Consistência de padrões, cores, e reforço da memória operacional. Alguma vez você já soube onde clicar antes mesmo de ler o texto? Isso não é sorte. É o seu cérebro trabalhando com memória visual e reconhecimento de padrões. Mais da metade do cérebro é dedicada ao processamento visual. Nós lembramos melhor de formas, cores e posições do que de palavras. Na interface, isso significa: Ícones familiares ajudam a entender ações Padrões repetidos guiam o comportamento Consistência visual reduz a curva de aprendizado A memória operacional (ou de trabalho) tem capacidade limitada. É como um post-it mental que segura poucas informações por vez. Toda vez que uma interface muda padrões visuais sem necessidade, ela exige mais esforço do cérebro. É como se dissesse: “esqueça tudo que aprendeu até …  ( 4 min )
    🗺️ Querying Overture Maps GeoParquet Directly in the Browser with DuckDB WASM
    Overture Maps provides a rich, open and collaborative dataset of geospatial features that’s designed to power everything from routing to visualization. These datasets are distributed in GeoParquet format : cloud-native, efficient, columnar, and increasingly becoming a standard for geospatial data at scale. But what if you could explore and query these massive datasets directly in your browser - without any server-side processing or backend setup? Thanks to DuckDB-WASM, you can. Demo Code In this post, we’ll walk through how to: Load an Overture Maps GeoParquet file into the browser Query it using SQL, right from the front-end Visualize features on a map Let’s dive in. 🦆 DuckDB-WASM: A full DuckDB engine compiled to WebAssembly, enabling in-browser analytics. GeoParquet: Parquet format wit…  ( 4 min )
    Optimizing CI/CD Pipelines: Slash Build Times with Smarter Dependency Caching ⚡
    Hey there, developer friend! 👋 Let’s talk about the worst part of CI/CD: waiting ages for your pipeline to install dependencies, rebuild the same files, and finally deploy. It’s like watching paint dry—except the paint is your productivity. But what if I told you there’s a way to cut build times in half (or more) with a few simple tweaks? Spoiler: It’s all about dependency caching and avoiding redundant work. Let’s turn your sluggish pipeline into a speed demon. Why Caching Matters: The Pain of Redundant Work Imagine this: You push a tiny CSS fix. Your pipeline reinstalls all dependencies from scratch. It rebuilds the entire project. You wait 15 minutes for a 10-second change. 😤 The culprit? No caching. Every run starts from zero, wasting time and compute resources. Step …  ( 5 min )
    Machine Learning Techniques Revolutionizing Target Identification in Drug Discovery
    Target identification is a crucial cornerstone of the drug discovery process, determining which proteins or biological entities should be modulated to achieve therapeutic effects. Traditionally labor-intensive and time-consuming, this critical step is undergoing a revolutionary transformation through the application of machine learning (ML) and artificial intelligence (AI) techniques. By 2025, AI-driven drug discovery is projected to slash development timelines by 40% and boost success rates by 20%, making it essential for pharmaceutical companies to adopt these technologies. Understanding Target Identification in Drug Discovery The Critical Role of Target Identification Target identification is the process of determining which proteins, genes, or biological pathways are implicated in a di…  ( 9 min )
    Selenium with Python Interview Questions and Answers (2025)
    If you're preparing for QA roles, this definitive guide on Selenium Python interview questions will help you crack interviews confidently. Whether you're a fresher or an experienced professional, we've compiled a comprehensive list of python selenium automation interview questions that are frequently asked in top companies. Python is a high-level, interpreted programming language known for its simplicity and versatility. In automation, especially with Selenium, Python is preferred due to its easy syntax, open-source availability, and vast support libraries. Python is used to write test scripts in Selenium for automating browser actions. It helps in test data generation, report creation, test execution, API testing, and continuous integration Some commonly used frameworks include: unittest …  ( 10 min )
    What is Nginx ?
    How NGINX Works Web Server Acting as a Reverse Proxy: The Middleman with Superpowers Here's how it works: A client sends an HTTP request to your web application. NGINX receives the request first, acting as the front-facing gateway. Based on its configuration, NGINX forwards the request to the appropriate backend server. The backend server processes the request (e.g., querying a database or rendering a web page) and sends the response back to NGINX. NGINX then returns the response to the original client. Key Advantages of Using NGINX as a Reverse Proxy: Load Balancing: Distributes traffic across multiple backend servers using strategies such as round-robin, least connections, or IP hash. Caching: Caches responses from backend servers to improve speed and reduce load. SSL Termination: H…  ( 5 min )
    🔄 Replacing the Base URL of a Path in JavaScript
    In modern web or mobile development, working with dynamic URLs is common — especially when environments (development, staging, production) have different base URLs but share similar API paths. One useful helper function is replacing just the base URL of an existing URL string while preserving its path and query parameters. Here’s a handy utility function to do just that: export const replaceBaseUrl = (oldUrl, newUrl) => { try { const parser = new URL(oldUrl); // Parse the original URL const newUrlObject = new URL(parser?.pathname, newUrl); // Replace the base URL while keeping the path return newUrlObject?.toString(); // Return the updated URL as a string } catch (error) { // You can log or handle errors here console.error("Invalid URL:", error); return null; …  ( 4 min )
    Build a Therapy Marketplace Using Next.js and Firebase
    TL;DR In this tutorial, you will learn how to build a therapy marketplace app using Next.js, Stream, and Firebase. The app will allow clients to find therapists, chat, and book virtual therapy sessions. Firebase will handle the backend operation, while Stream will handle in-app chat and video calls. The application supports two types of users: therapists and clients. Therapists can: 🥼 Create an account based on their area of specialization and set an hourly rate. Clients can: 👉🏻 Browse and book therapists based on their specialization and specific needs. To fully understand this tutorial, you need to have a basic understanding of React or Next.js. We will use the following tools: Firebase - a Backend-as-a-service platform developed by Google to enable us to add authentication, data…  ( 25 min )
    When I am with HTML before JS and when JS come to me
    😏🚚  ( 3 min )
    👋 Just Passing By...
    👋 Just Passing By... 👉 Check it out here Thanks for the support — and see you there! 🎥💻  ( 2 min )
    Strings, Arrays & Hash Tables — Let’s Talk About the One You’re Probably Not Using Enough
    If you’ve been coding for a bit, chances are you're already comfortable working with strings and arrays. So let’s skip the warm-up and jump straight into the one structure that quietly powers a ton of efficient solutions but often doesn’t get the spotlight it deserves: Hash Tables are data structures that store key-value pairs, and they give you constant-time lookups on average — O(1) time complexity for accessing, inserting, and deleting items. Hash Tables are your go-to when you need to: Count things (like frequencies of characters or items) Track what you’ve seen (e.g., duplicates) Map one thing to another (like IDs to objects) They're elegant, fast, and can simplify problems that otherwise require nested loops. Imagine a real-world dictionary: You want to look up the word “banana” You …  ( 5 min )
    Gemini 2.5 vs OpenAI o3: Which is Better
    Google’s Gemini 2.5 and OpenAI’s o3 represent the cutting edge of generative AI, each pushing the boundaries of reasoning, multimodal understanding, and developer tooling. Gemini 2.5, introduced in early May 2025, debuts state‑of‑the‑art reasoning, an expanded context window of up to 1 million tokens, and native support for text, images, audio, video, and code — all wrapped in Google’s AI Studio and Vertex AI platforms. OpenAI’s o3, released April 16, 2025, builds on its “o‑series” by internally chaining thought steps to tackle complex STEM tasks, scoring top marks on benchmarks such as GPQA and SWE‑Bench, while adding web browsing, image reasoning, and full tool access (e.g., code execution, file interpretation) for ChatGPT Plus and Pro users. Both platforms offer robust APIs and integrat…  ( 8 min )
    Midjourney: Turn Your Sketches into Amazing Images
    Here’s a comprehensive guide on how to elevate your rough sketches into polished artworks using Midjourney’s cutting‑edge AI tools. We’ll cover everything from the platform’s latest capabilities to best practices for preparing your input sketches, refining prompts, leveraging new editing features, and iterating towards gallery‑ready outputs. Along the way, you’ll discover practical tips—backed by the freshest updates from Midjourney’s V7 release and community insights—to help you transform simple lines into stunning masterpieces. Midjourney is an independent research lab and AI art platform founded to explore novel modes of human creativity through generative models ([midjourney.com][1]). Launched in open beta on July 12, 2022, it operates predominantly via Discord, allowing artists to iss…  ( 8 min )
    ✨ Bringing Children's Stories to Life with the Amazon Nova Family of Models
    🎉 A Model for Every Need To test the launch of the Amazon Nova model family, I created a magical storytelling application that generates fully immersive kids’ stories—powered entirely by using Nova models and Amazon Bedrock. As a parent of young children, I wanted to build something both fun and meaningful. An interactive story creator that could bring joy to kids while showcasing the capabilities of Amazon’s latest AI models. Nova models were the perfect choice as they contained everything I needed. For images, video, text - this could all be handled by Nova. Imagine a child saying: “Tell me a story about a rainbow dinosaur and a flying cookie.” The app responds with: ✅ A custom-written story ✅ Colorful images ✅ Narrated audio based on the story text That’s the magic of Nova and w…  ( 5 min )
    How does OpenAI Detect AI-generated images?
    Artificial intelligence–generated images are reshaping creative industries, journalism, and digital communication. As these tools become more accessible, ensuring the authenticity of visual content has emerged as a paramount concern. OpenAI, a leader in AI research and deployment, has pioneered multiple strategies to detect and label images produced by its generative models. This article examines the mechanisms OpenAI employs to identify AI-generated images, drawing on the latest developments in watermarking, metadata standards, content provenance, and emerging detection research. The proliferation of AI image generators poses risks ranging from the spread of misinformation and deepfakes to unauthorized mimicry of artists’ work. Detecting AI-generated imagery helps news organizations verif…  ( 6 min )
    What’s Behind the Global Rise of Mental Health Apps?
    The COVID-19 pandemic brought a major shift in how people view mental health. Social isolation, uncertainty, and limited access to traditional psychological support led to a noticeable rise in emotional and mental strain. In response, many began searching for quick and accessible coping tools — with digital solutions emerging as one of the most convenient options. At the same time, rising levels of stress, anxiety, and emotional burnout have been fueled by ongoing global economic challenges, as well as increasing geopolitical tensions and armed conflicts worldwide. In this climate of prolonged uncertainty, the demand for personal tools to support mental well-being continues to grow. As a result, the culture of self-care is evolving rapidly. Mental health awareness is steadily becoming part…  ( 4 min )
    How the BoldSign Mobile App Enhances Your eSignature Workflow
    The BoldSign mobile app was designed to simplify and speed up your eSignature workflow, allowing you to manage eSignature tasks on the go. In this blog post, we’ll highlight key features of the BoldSign mobile app that enhance your eSignature experience and overall efficiency. Before beginning the blog, if you haven’t tried the BoldSign mobile app yet, please do so and share your feedback. The BoldSign mobile app is now available on the Google Play Store and App Store for Android and iOS devices. With the BoldSign mobile app, you can create a new document from scratch, upload a document from your device, add recipients, assign form fields, and send it out for signature. You can also use existing templates created on the BoldSign web app. Documents created in the BoldSign web app can be vie…  ( 7 min )
    Built 3 SwiftUI Starter Kits in 2 Weeks — Here’s What They Do
    As an indie developer building iOS tools, I recently launched 3 SwiftUI starter kits focused on real-world problems most devs hit: iOS ↔️ Apple Watch sync using WCSession Includes sendMessage and updateApplicationContext Shared model and live bi-directional sync 👉 Check it out 🎛️ Settings & Onboarding UI Kit Modular SwiftUI settings screen Dark mode, toggle states, AppStorage Three-screen onboarding flow 👉 See it here ❤️ HealthKit Dashboard Starter Kit Pulls real-time data from HealthKit (steps, heart rate, etc.) Clean SwiftUI dashboard layout Great for fitness and wellness MVPs 👉 Explore this kit Each one is a plug-and-play solution — perfect for solo devs or client work. Let me know what SwiftUI kit you'd love to see next! Happy to answer any questions 👇  ( 3 min )
    Mastering Media Queries in CSS – A Beginner’s Guide
    Introduction What is a Media Query? A media query is a CSS technique used to apply styles based on the device's characteristics, like screen width, height, orientation, or resolution. It helps make websites responsive. Syntax of a Media Query @media only screen and (max-width: 600px) { @media is the rule. only screen targets screen devices. (max-width: 600px) means it will apply when the screen is 600px or less. Inside the curly braces, you write the CSS rules that should apply. Common Media Query Breakpoints /* Small devices (phones) */ @media (max-width: 600px) { ... } /* Tablets */ @media (min-width: 601px) and (max-width: 992px) { ... } /* Laptops */ @media (min-width: 993px) and (max-width: 1200px) { ... } /* Desktops */ @media (min-width: 1201px) { ... } These are just examples. You can set custom breakpoints based on your design needs. Why Media Queries Matter Improves user experience across different devices Helps build mobile-friendly websites Allows you to customize layouts for different screen sizes My Practice Example /* Default style */ /* For mobile screens */ @media (max-width: 600px) { This changes the paragraph text size and color on smaller screens. Final Thoughts Learning media queries has helped me understand how to build responsive designs. It’s a simple but powerful tool in CSS that every web developer should master.  ( 3 min )
    C# Concurrency in a nutshell
    In this article, I will briefly discuss the most important aspects of concurrency in C#. A system is said to be concurrent if it can support two or more actions in progress at the same time. A system is said to be parallel if it can support two or more actions executing simultaneously. — The Art of Concurrency book To make breakfast, one person can boil eggs, make tea, and toast bread at the same time. However, they cannot drive to the grocery store and come back simultaneously. To make breakfast and buy groceries in parallel, you need at least two people. A computer with a single CPU and a single thread can perform multiple tasks by quickly switching between them. However, to work on multiple jobs simultaneously, multiple threads are required. Each thread acts as a separate worker, allowi…  ( 6 min )
    How Core Java Helped Me Understand the MERN Stack Better
    Introduction When I first started my journey as a MERN stack developer, I saw JavaScript and its ecosystem as a whole new world — dynamic, event-driven, and surprisingly flexible. However, having a solid background in Core Java gave me a foundation that turned out to be incredibly valuable, even if the syntax and paradigms seemed worlds apart at first. In this blog, I’ll share my personal experience of how mastering Core Java concepts like multithreading, memory management, and object-oriented principles helped me become a better MERN developer. I’ll dive into how these Java fundamentals sharpened my understanding of backend architecture, asynchronous programming in Node.js, and even front-end design thinking. Java, with its strict object-oriented programming (OOP) approach, teaches you …  ( 4 min )
    How to Install Qwen3-32B-GGUF Locally?
    Qwen3-32B is a powerful and thoughtful language model designed to handle everything from casual chats to deep reasoning. It shines in areas like solving logic puzzles, writing stories, walking through math problems step by step, and even following complex instructions over long conversations. What sets it apart is its ability to switch modes — it can think carefully when needed or keep things light and efficient during everyday conversations. It also understands over a hundred languages and can switch between them smoothly. This version comes in the GGUF format, which means it’s easy to run efficiently on a well-configured system without needing complicated setups. Whether you’re building tools, writing creative content, or exploring new ideas, Qwen3-32B is ready to help — and it does it w…  ( 5 min )
    NuralTone Theme
    Just launched my new VS Code theme: NeuralTone Theme 🎨 A dopaminergic dark theme focused on deep coding. 👉 https://marketplace.visualstudio.com/items?itemName=KaioDutra.neural-tone-theme vscode #themes  ( 3 min )
    📦 Stock Management System Project in Java (with Source Code)
    If you’re a Java learner, student, or someone interested in desktop application development, the Stock Management System Project in Java is an ideal project for you. It’s practical, easy to understand, and gives you real-world experience with Java, MySQL, and GUI applications. 🧾 What Is the Stock Management System Project? You can find the full project and source code here: Stock Management System in Java – Download Project 🔧 Features of the Project Stock Management Add companies (e.g., Samsung, LG) Create subcategories (e.g., Refrigerators, Washing Machines) Add products with name, price, and quantity View and update product information Billing System Generate bills by adding customer and product details View bills by date or customer Employee Management Add employees with name, role, and contact info View and manage employee details Create login accounts with Manager or Employee roles 💻 Technology Stack Database: MySQL GUI: Java Swing (NetBeans IDE recommended) Connectivity: JDBC (Java Database Connectivity) 🎓 Who Is This Project For? B.Tech / BCA / MCA students Java beginners working on CRUD applications Developers building inventory or billing software Anyone preparing for software demos or portfolio projects 📥 What You Get with the Download Full Java source code MySQL database files Setup instructions Free remote installation support 30-day money-back guarantee 💸 Price: ₹1499 (discounted from ₹2998) 👉 Get it here 💬 Final Thoughts Whether you’re preparing for an academic submission or just want to create something meaningful, this project has everything you need. 👉 Download now and start building: https://projectsforeveryone.com/project/stock-management-system-project-in-java-source-code/  ( 3 min )
    My Journey Through Python Virtual Environments
    Since I started programming in Python, I have been fine using its standard library tool ‘venv’ for all of my work. You can create a venv like this: Python -m venv In the Python ecosystem, there are 4 famous tools for creating virtual environments: Standard library venv Virtualenv package Pipenv Conda environments I don’t want to go into depth about the differences between these tools; you can find useful compression articles for any of these tools against another one. For example this StackOverFlow thread A while ago, I started working on the project with 3 Python versions, 2.7 / 3.3 / 3.8. My main concern was using different python versions, install, switch and create venv for them as straightforward as it’s possible. Unfortunately, my favorite tool ‘standard library venv’ do…  ( 4 min )
    Open MultiScene360 Dataset: Multi-Camera Resource for Generative Vision AI
    We're excited to introduce the MultiScene360 Dataset, a groundbreaking real-world multi-camera video dataset specifically designed for generative vision AI applications. Inspired by cutting-edge research in multi-view video understanding, including insights from the ReCAMM (Real-time Camera Motion Modeling) project, this dataset fills a critical gap in multi-perspective visual data for AI training. Download the MultiScene360 Dataset Now Next-Gen Video Generation & View Synthesis The MultiScene360 Dataset provides the essential building blocks for training models in neural rendering and novel view synthesis. With four synchronized camera views per scene (soon expanding to 6-8 views), researchers can develop models that: Generate smooth camera movements between fixed viewpoints Create con…  ( 4 min )
    Optimizing scopes data in ArkScript VM
    If you don't know me yet, I have been working on ArkScript for nearly 6 years now. ArkScript is a scripting language in modern C++, running on a custom virtual machine (like Python or Lua), with the goal of having a syntax easy to learn and use, a C++ interface to embed it in programs, and decent performances (without trying to be as fast as Lua though, Mike Pall is a genius and did outstanding work on LuaJIT). A silly question that you shouldn't care about, unless the perceived slowness of the language is becoming a problem. Recently, I added more benchmarks to the language, and I was quite astonished to see that it was 1.5 times slower than Python on such a simple benchmark: (mut collection []) (mut i 0) (while (< i 1000000) { (append! collection i) (set i (+ i 1)) }) (mut sum 0) (s…  ( 10 min )
    Construindo Apps Local-First com Legend State no React Native
    Se você quiser ir direto para o código, esse repositório aqui tá contendo uma API e um app com Expo que implementam tudo que falei nesse artigo: Local-First é um conceito super popular no desenvolvimento de aplicações modernas que oferece uma ótima experiência para o usuário. Na prática, é um conceito bem direto: todas as ações são "cacheadas" localmente antes de serem sincronizadas com o backend, permitindo que o app funcione mesmo offline. Implementar traz alguns desafios bem específicos: Como monitorar o status de conectividade do usuário que fica mudando o tempo todo? Como disparar a sincronização com o backend quando voltar online? Vou precisar fazer todo esse gerenciamento do zero no meu projeto? Felizmente, existem diversas soluções que facilitam a implementação do Local-First em di…  ( 7 min )
    A Comparative Analysis of C# PDF Libraries for.NET Developers
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    📘 Ultimate Guide to Download Coder Army System Design Notes for Free
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    Perfection Is Not Adding More, It’s Removing What’s Unnecessary—The Story of Elm
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    A2A vs MCP vs AG-UI
    Introduction As AI agent technology rapidly develops, standardizing communication protocols for different scenarios has become a key industry requirement. This report aims to analyze the characteristics of the AG-UI protocol and its relationship with MCP and A2A protocols. AG-UI, as an emerging open-source protocol, focuses on solving communication problems between AI agents and frontend applications, forming a complementary relationship with existing MCP (Model Context Protocol) and A2A (Agent-to-Agent) protocols, collectively building a complete AI agent communication ecosystem. Definition and Objectives: AG-UI (Agent-User Interaction Protocol) is an open, lightweight, event-based protocol designed to standardize communication between AI agents and frontend applications. As stated in …  ( 5 min )
    The Unseen Walls: My View from the YouTube Sidelines
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    Enhance Web App Security with OAuth 2.0 and JWT: A Developer's Guide
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    Ethereum’s Technicals Suggest Further Upside, Analysts Predict $2,750–$2,900 by Month End
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    JavaScript in the Browser: Understanding and Manipulating the Document Object Model (DOM)
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    Protect Your Web App in 2025: 7 OAuth & JWT Hacks You Wish You Knew Yesterday
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    HarmonyOS Overview
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    What It Really Means to Be a Self-Taught Developer in 2025
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    Goodbye Sails.js — Thanks for the Ride
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    Exploring Amazon Redshift System Tables: A Guide to Key Queries
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    Agile Web Development Methodologies: How Scrum and Kanban Revolutionized Our Projects
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    🚀 Powering Innovation The Future of Hysteresis Brakes Dynamometers and Motor Testing Systems
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    🚀 Revolutionizing Precision The Future of Hysteresis Brakes Dynamometers and Motor Testing Systems
    In the ever-evolving landscape of industrial innovation, the demand for accuracy, durability, and efficiency has never been higher. At the heart of this transformation lie advanced technologies like hysteresis brakes, hysteresis dynamometers, hysteresis clutches, and integrated motor test systems. These solutions are not just tools—they are the backbone of industries ranging from automotive engineering to renewable energy development. Let’s explore how these technologies are reshaping the future. Hysteresis brakes operate on a principle as elegant as it is effective: the use of magnetic hysteresis to generate torque without physical contact. Unlike traditional friction-based brakes, hysteresis brakes eliminate wear and tear, offering unparalleled longevity. Filament tension control to del…  ( 5 min )
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    With SPL, It Seems We Don’t Need ORM Anymore
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    Astro Internalization With Dynamic Routing
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    The Value of Choosing the Right Dynamics 365 Implementation Partner
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    The Psychology of Brand Loyalty: What Makes Customers Stick?
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    We Don’t Need More Apps -We Need Better Ones
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    Implementing LDAP Authentication in ASP.NET Core and ASP.NET Zero
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    Uniapp Development Tutorial for HarmonyOS Shopping Application - Product List
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    💻 40 Full-Stack Interview Questions Every Developer Should Prepare in 2025 🔥
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    100DaysOfCode — Day 20
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    [Boost]
    🌩️ Cloud Databases and Data Management 📊 Madhurima Rawat ・ May 16 #cloud #database #tutorial #docker  ( 2 min )
    🚀 Boosting Page Load Times: Practical Strategies for a Faster Website
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    [Boost]
    How to customize page Titles and Headings in Filament Resources yebor974 for Filament Mastery ・ May 15 #filament #laravel #php #webdev  ( 2 min )
    SQL Made Easy: A Tutorial for Beginners
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    Why AI Workflows Are the Future of Business Automation
    Automation Isn’t Enough Anymore For decades, business automation has been a reliable tool for improving efficiency, moving emails, copying data, and sending alerts. But today’s business environment is faster, more data-driven, and increasingly unpredictable. Traditional rule-based automation is struggling to keep up. Traditional automation tools like Zapier, Make, and basic RPA (Robotic Process Automation) platforms helped companies automate repetitive tasks. These systems operate on "if-this-then-that" logic. However, they have significant limitations: Lack of Adaptability: Even small deviations, like a changed email format, can cause failures. No Contextual Understanding: They cannot interpret unstructured data, sentiment, or nuance. Constant Maintenance: Business process changes requi…  ( 6 min )
    The Key Role of Rotating Proxy Networks in Big Data Scraping and Analysis
    In today's data-driven world, the ability to gather and analyze large volumes of information from various online sources is crucial for businesses and researchers. However, effective data scraping and analysis require sophisticated techniques, one of which is the use of rotating proxy networks. This article explores the significance of rotating proxies in big data scraping and analysis. Understanding Rotating Proxies Enhanced Anonymity Bypassing Rate Limits Accessing Geo-Restricted Content Improved Success Rates of Data Collection Choosing the Right Rotating Proxy Service Size of IP Pool: A larger pool of IP addresses provides better rotation options and reduces the chances of hitting rate limits. IP2World Conclusion Rotating proxy networks play a crucial role in the success of big data scraping and analysis. By providing enhanced anonymity, bypassing rate limits, accessing geo-restricted content, and improving the success rates of data collection, rotating proxies are indispensable tools for anyone looking to leverage the power of data. As the demand for data continues to grow, utilizing rotating proxies will remain a key component of effective data scraping strategies.  ( 4 min )
    TimeCraft: Simplifying Time Series Analysis and Automation
    Today is one of those days when I'm really excited! I've just launched TimeCraft, a tool written in Python that integrates time series analysis, database connections, and task automation into a single package. If you're looking for agility and flexibility for your data projects, come and see what I've created! During recent projects, I realized that integrating forecasting models, querying databases, and automating workflows could become a challenge – especially if each of these functions were isolated in different tools. That's when TimeCraft was born: to simplify complex tasks and provide an integrated experience, without sacrificing robustness and good programming practices. TimeCraft was developed with a focus on: Time Series Analysis: Robust scripts for modeling, forecasting, and eval…  ( 5 min )
    Golang Project Level 0
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    Python chatbot under 10 lines of code.
    Here is how you can create a #python #chatbot under 10 lines of code leveraging #googleGemini LLM 1 - Hit https://aistudio.google.com/apikey and get yourself an FREE API-KEY  ( 3 min )
    TimeCraft: Simplificando Análise de Séries Temporais e Automação
    Hoje é um daqueles dias em que a empolgação bate forte! Acabo de lançar o TimeCraft, uma ferramenta feita em Python que integra análise de séries temporais, conexão com bancos de dados e automação de tarefas num único pacote. Se você busca agilidade e flexibilidade para seus projetos de dados, venha conhecer o que criei! Durante projetos recentes, percebi que integrar modelos de previsão, efetuar consultas em bancos de dados e automatizar fluxos de trabalho podia se tornar um desafio – especialmente se cada uma dessas funções estivesse isolada em ferramentas diferentes. Foi aí que o TimeCraft nasceu: para simplificar tarefas complexas e proporcionar uma experiência integrada, sem abrir mão da robustez e das boas práticas de programação. O TimeCraft foi desenvolvido com foco em: Análise de …  ( 5 min )
    How I’m Earning $3,000 at 14 While Learning to Build SaaS Products
    Hi! I’m Kostiantyn, a 14-year-old fullstack developer with solid skills in JavaScript and TypeScript. Over the last few months, I’ve earned more than $3,000 working on real projects and freelancing — all before even finishing high school. Mastering JavaScript/TypeScript and Next.js for fast, scalable frontend and backend development. Building simple SaaS projects that solve real problems and bring real income. Learning backend basics with Node.js and NestJS, since this stack is in huge demand. Why I Put Go on Hold I started learning Go because it’s popular for backend and microservices. But quickly realized it doesn’t fit my current goals. Go requires more time to master and lacks the quick feedback loop I get with JavaScript and Node.js. For now, I prioritize skills and tools that help me earn money faster and build complete products. To keep building SaaS products and freelance projects that improve my skills and generate income. Practical experience and fast results are key at my age. I’ll continue focusing on JavaScript, Next.js, and NestJS, then later consider other backend languages like Go or Rust when I’m ready for bigger challenges. Thanks for reading! Feel free to follow my journey and share your own experiences. Let’s grow together. Check out my SaaS project: https://charm-ai.io  ( 3 min )
    Brain4j: Wait, Java Finally Has a Brain?
    Oh, look—Java decided to join the AI party! And no, it’s not just another half-baked wrapper around TensorFlow that makes you question your life choices. Meet Brain4j, a supposedly functional, open-source machine learning framework for Java developers who refuse to switch to Python like sensible people. Hold Up—Java Can Do AI Now? Yes, apparently. While the rest of the world was busy worshipping at the altar of Python and PyTorch, some brave (or stubborn) souls decided: "Hey, what if we made AI in Java without summoning Cthulhu?" And thus, Brain4j was born. "Features" (Because Every Framework Needs a Sales Pitch) Neural Networks That Don’t Require a PhD Feedforward nets? Check. CNNs and RNNs? Sure, why not. Actual documentation? Let’s not get carried away. Classic ML Algo…  ( 4 min )
    React to Vue Conversion with Claude, Gemini, and ChatGPT
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    Figma Sites, Figma Make, Figma Buzz, Grid, Figma Draw : Everything that Figma announced in Config 2025
    It’s not new to us, UX & Product Designers, that Figma, while announcing new features in its CONFIG event, is slowly trying to be an Everything Tool to build new digital products rather than being only a tool for Design. And deep down our design, marketing, and development team at Smartters is somewhat supportive of this transition. Historically, Figma has focused on and simplified its features which are most necessary for a UI designer and unavailable on other platforms. From Auto Layout, Multi Select, Variables, and Dev mode to FigJam and Figma Slides, every feature is a hit and brings together different teams of a company, boosting the work pace. This year’s CONFIG 2025 is pretty much the same as every year except for the update. It's the biggest update ever made to Figma. With multiple…  ( 7 min )
    How AI is Revolutionizing the Coding Workforce in 2025
    We’re living in a time where coding isn’t just about writing lines of syntax anymore — it’s about collaborating with AI to build smarter, faster, and more efficiently than ever. In 2025, AI is no longer a futuristic concept or a fancy buzzword. It’s a daily developer companion — and it’s changing the game. Originally Published on my Hashnode As someone who’s actively learning and building in this space, I’ve seen firsthand how tools like GitHub Copilot, Amazon CodeWhisperer, and others have transformed the way we approach software development. What used to take hours now takes minutes — and what used to intimidate beginners is now within reach. The Shift: From Manual Coding to AI-Assisted Development Let’s be real — traditional coding can sometimes feel overwhelming. Debugging endless err…  ( 4 min )
    Is React beginner-friendly?
    I originally published this article on my blog here : https://alsohelp.com/blog/is-react-beginner-friendly Notice it's opinionated, you are perfectly allowed to disagree :) Article below : No. It's not. React looks like very appealing for beginners, because each component looks like a brick you can easily (almost physically) manipulate with a very fine granularity. And each component sounds very intuitive. Let's take a basic example, taken from one of my previous project : import { NextSeo } from 'next-seo'; import Navigation from '../components/navigation'; import ScrollToTop from '../components/ScrollToTop'; const About = () => ( ); How good is …  ( 4 min )
    Unveiling MirOS License: A Comprehensive Exploration of Fair Code, Dual Licensing, and Open Source Innovation
    Abstract: This post offers an in-depth exploration of the MirOS License, highlighting its origins, core concepts, applications, challenges, and future directions in the evolving ecosystem of open source licensing and fair code principles. We examine the unique aspects of the MirOS License, compare it with other popular licenses, discuss dual licensing strategies, and explore how blockchain and community governance further reinforce fair developer compensation. Technical yet accessible, this post is designed for developers and researchers eager to understand the significance of fair code within the open source and fair code licensing landscape. For further details, check the Original Article. The landscape of open source licensing has evolved significantly, driven by the need for both inno…  ( 8 min )
    A Look Back at an 8-Year-Old 2D Tank Game
    A Nostalgic Story About 8 years ago, when I was just a kid, I began my coding journey with a school book — you know, the classic QBASIC chapter. I learned about variables, conditional statements, and control flow, writing small programs like basic calculators and whatnot. But then, there was this one section at the end... That single section changed everything. I learned how to draw rectangles, circles, and all kinds of shapes on the screen. And then my brain started buzzing with ideas. You know what’s coming next… my very first game. If you’re a tech person, you’re probably thinking: “Who the hell makes games in QBASIC?” 😅 Well… an innocent 11-year-old me did. I didn’t know how to Google things back then (heck, I barely knew what Google was). But somehow, with a school textbook and sh…  ( 4 min )
    Exploring the Latest JavaScript Features in ESNext
    JavaScript is evolving faster than your npm dependencies can break. ESNext refers to the bleeding-edge features currently proposed or recently added to the ECMAScript spec — and if you're not keeping up, you're falling behind. In this article, we’ll break down some of the most exciting new features landing in modern JavaScript that are already usable in most major runtimes or via transpilers like Babel or TypeScript. await Outside of Async Functions (Top-Level Await) Previously, await could only live inside async functions. That’s history now. const response = await fetch("/api/data"); const data = await response.json(); console.log(data); Top-level await allows cleaner module code, especially for scripts with dynamic imports or data loading. It’s a game-changer for modular design. ⚠️ W…  ( 4 min )
    Spring Security: Lock Down Your APIs
    Introduction: Fortify Your APIs Against Threats What if a single unsecured API could cost your company millions? In 2023, API breaches exposed sensitive data for 60% of organizations, with losses averaging $4.2 million per incident. Spring Security is your shield, locking down Spring Boot APIs to protect user data, ensure compliance, and build trust. Whether you're a beginner securing your first endpoint or an expert implementing OAuth2, mastering Spring Security is critical for delivering safe, professional applications. Spring Security, a powerful Java framework, simplifies authentication and authorization for Spring Boot APIs, safeguarding them against unauthorized access and attacks. This guide follows a developer’s journey from vulnerable endpoints to ironclad APIs, covering core co…  ( 9 min )
    Project KARL
    Hello Readers It's day #20 of building KARL - AI. Update: Project is in Early-Stage Development. Documentation is going on parallelly. Explore more here  ( 2 min )
    ❌ A2A "vs" MCP | ✅ A2A "and" MCP - Tutorial with Demo Included!!!
    Hello Readers!! [Code github link] You must have heard about MCP an emerging protocol, "razorpay's MCP server out", "stripe's MCP server out"... But have you heard about A2A, a protocol sketched by google engineers and together with MCP these two protocols can help in making complex applications. Let me guide you to both of these protocols, their objectives and when to use them! Lets start with MCP first, What MCP actually is in very simple terms?[docs] Protocol where protocol means set of predefined rules which server follows to communicate with the client. In reference to LLMs this means if I design a server using any framework(django, nodejs, fastapi...) but it follows the rules laid by the MCP guidelines then I can connect this server to any supported LLM and that LLM when required wil…  ( 5 min )
    Building Smart Learning Assistants with Amazon Nova: Why Hinting Is Better Than Answering
    Have you ever had a teacher who simply provided you with the solutions to your homework? Yes,that was satisfying at the time, but did you really gain any knowledge? Most likely not. That was the main obstacle we had to overcome in order to create an AI helper for RosettaCloud's interactive Labs. Our platform teaches shell programming and DevOps, and we wanted to develop an AI assistant that would do more than just solve problems for students—it should help them learn. In this post, I'll describe how we used LangChain, Amazon Bedrock's Nova LLM, and RAG (Retrieval-Augmented Generation) system to create a hint-first instructional chatbot that have a knowledge base and a memory, Instead of depriving pupils of educational chances, our method guarantees that the assistant leads them toward disc…  ( 8 min )
    You can organize your dependencies in a better way!
    Signup here for the newsletter to get the weekly digest right into your inbox. Find the 11 highlighted links of weeklyfoo #84: Categorize Your Dependencies by Anthony Fu What a great idea! 🚀 Read it!, pnpm, dependencies Minimum viable blog by Carl Öst Wilkens Your own static site generator with markdown 📰 Good to know, markdown Accelerating Large-Scale Test Migration with LLMs by Charles Covey-Brandt Airbnb recently completed our first large-scale, LLM-driven code migration, updating nearly 3.5K React component test files from Enzyme to use React Testing Library (RTL) instead. 📰 Good to know, ai, migration Introducing Hyper by Tero Piirainen A simple React alternative 📰 Good to know, frameworks A Critical Look at MCP by Rasmus Holm This is a very critical post on the MCP design. Really worth reading if want to jump on the MCP train! 📰 Good to know, mcp How to Harden GitHub Actions: The Unofficial Guide by Rami McCarthy, Shay Berkovich Build resilient GitHub Actions workflows with lessons from recent attacks. 📰 Good to know, github, security Feather by Bersis Sevimli Feather is a lightweight, DX-first web framework for Rust — inspired by the simplicity of Express.js, but designed for Rust’s performance and safety. 🧰 Tools, rust, web, framework Bekuto 3D by Rizumu Ayaka Convert SVG files to 3D models. Export STL, OBJ, or GLTF. Use it for 3D Printing or 3D Web Development. 🧰 Tools, svgs, 3d Rybbit Analytics by rybbit.io Open-source and privacy-friendly alternative to Google Analytics that is 10x more intuitive. 🧰 Tools, analytics, oss Strudel by TidalCycles and friends Live coding platform to write dynamic music pieces in the browser 🤪 Fun, music Dynamic Toggle by - jhey plays in its own league 📚 Tutorials, css, toggle, codepen Want to read more? Check out the full article here. To sign up for the weekly newsletter, visit weeklyfoo.com.  ( 4 min )
    🚀 AWS Transform for .NET is Now Generally Available – Modernize Your Windows Apps with AI!
    AWS just launched AWS Transform for .NET – a powerful, AI-powered tool that helps developers modernize their legacy Windows .NET applications to be Linux-ready, faster and cheaper than ever before. 🧠 Previously previewed as Amazon Q Developer transformation for .NET, this is now GA and production-ready! It’s the first agentic AI service from AWS designed to: Port .NET Framework applications to .NET Core / .NET 6+ Make your app run on Linux Cut licensing costs by up to 40% Speed up modernization by 4x This is a game-changer for teams maintaining older .NET apps on Windows servers, looking to move to containers, Kubernetes, or cloud-native platforms. Let’s say you have a legacy WCF or ASP.NET MVC app sitting on a Windows Server in your data center or EC2 instance. With AWS …  ( 4 min )
    From Frontend to Backend in 90 Days: My Honest Journey + Beginner Tips
    "If you’re a frontend developer who feels backend is ‘too hard’ or ‘not your thing’ — this post is for you." I’m Preeti — a frontend developer turned backend enthusiast. For over 2 years, I lived comfortably in the frontend world: HTML, CSS, JavaScript, React, Nuxt... you name it. But deep inside, I always felt something was missing. Fast forward to today: I’ve built APIs, managed databases, implemented authentication, and handled complex role-based logic using NestJS + Prisma + MySQL. And I did this within 90 days — while juggling freelancing and mentoring. This post isn’t just about how I did it, but how you can too — without burning out. Like many frontend devs, I loved creating beautiful UIs. But whenever someone said, “Can you also add login functionality?” or “Can you fetch from our …  ( 4 min )
    WEEK 2
    Hey Devs! 👋 In Week 2 of my DevOps learning journey, I explored shell scripting, file permissions, and file ownership in Linux. Here's a summary of what I learned and worked on! 🐚 What is a shell and how it works ✍️ Writing and executing basic shell scripts 🔐 Linux file permissions: read (r), write (w), execute (x) 👤 Changing ownership with chown and groups with chgrp 🧪 Practice with shell commands and automation basics 📄 Week 2 Detailed Notes (PDF) ✅ Week 2 Task Checklist (PDF) 🖥️ Sample Shell Script bash #!/bin/bash echo "Hello, $USER!" date  ( 3 min )
    How to Fix TypeORM Entity Metadata Not Found Error in Next.js
    Introduction If you're developing a web application using Next.js, TypeORM, and PostgreSQL hosted on Vercel, you may encounter the frustrating issue of a TypeORM error indicating that the entity metadata for _#exhibits was not found. This typically occurs when trying to run next start after a successful build with next build. In this article, we'll explore the reasons behind this error, particularly focusing on how entities are handled in your TypeScript files and how to structure your project so that TypeORM recognizes them correctly. Understanding the TypeORM Error The error TypeORMError: Entity metadata for _#exhibits was not found points to a fundamental issue with how TypeORM is configured to locate your entity classes. Entity classes are essential as they describe the structure of yo…  ( 5 min )
    What was your win this week??
    👋👋👋👋 Looking back on your week -- what was something you're proud of? All wins count -- big or small 🎉 Examples of 'wins' include: Getting a promotion! Starting a new project Fixing a tricky bug Eating your favorite snack Happy Friday!  ( 3 min )
    Seasonal Heroes: Initial Looks
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    Tired of Choppy Videos? Here’s How to Smooth Them with Higher FPS (No Reshoot Needed)
    Ever recorded a great video, only to find the playback looks jittery or rough — especially during fast motion? Whether you’re editing old footage or polishing new content, one thing can instantly improve the experience: higher FPS (frames per second). Here’s why frame rate matters more than you might think, and how modern AI tools like UniFab Video Enhancer AI can help you achieve silky-smooth playback — without re-recording a single second. Why Frame Rate (FPS) Matters FPS determines how many frames appear each second in your video. More frames = smoother motion. 24 FPS – Classic cinematic feel, but can appear slightly stuttery in fast scenes 30 FPS – Standard for web video, balanced and widely supported 60 FPS and above – Ultra-smooth, ideal for sports, gaming, action, or modern so…  ( 4 min )
    Entendendo SQL: Comandos Principais e Diferença com NoSQL
    SQL (Structured Query Language) é a linguagem padrão usada para gerenciar e manipular dados em bancos de dados relacionais. Através de SQL, é possível realizar operações como consulta, inserção, atualização, deleção de dados e mais, facilitando a gestão e análise de informações. Neste post, vamos explorar os principais comandos SQL e, ao final, fazer uma breve comparação entre SQL e NoSQL. O que é SQL? Os bancos de dados relacionais oferecem uma estrutura muito organizada e são ideais para cenários onde os dados possuem um formato bem definido e requerem forte consistência, como em sistemas financeiros, de inventário e outros tipos de aplicações que exigem integridade de dados. Principais Comandos SQL 1. SELECT — Consultar Dados consultar dados de uma ou mais tabelas. Ele é a base para ext…  ( 6 min )
    Essential CSS Optimization Techniques to speed up your site
    In the quest for a lightning-fast website, every millisecond counts. While JavaScript and images often take center stage in performance discussions, your CSS can also be a significant bottleneck if not handled correctly. Efficient CSS not only contributes to faster load times but also improves the overall user experience by ensuring a smoother rendering process. Let's dive into some crucial CSS optimization techniques you can implement today to boost your website's performance. This is a fundamental step. Minification involves removing unnecessary characters from your CSS, such as whitespace, comments, and semicolons, without affecting its functionality. Compression, on the other hand, reduces the file size using algorithms like Gzip or Brotli. Why it helps: Smaller file sizes translate di…  ( 6 min )
    Similitude par cosinus
    La similitude par cosinus permet de déterminer le degré de similitude entre deux phrases par calcul du cosinus de l'angle formé par les deux vecteurs de chacune de ces phrases. Soit les phrases suivantes: Bonjour John. Bonjour Doé. On remarque que les deux phrases sont similaires mais comment le savoir avec un ordinateur. Du à une limite d'ajout de formule Mathématiques dans dev.to, vous trouverez l'article sur le sujet dans le pdf disponible ici: Similitude par cosinus Vous trouverez des exemples de codes ici: Calcul de la similitude de différentes manières qui montre diverses méthodes de calcul de manière native avec Python, SpaCy, NLTK.  ( 3 min )
    How to Correctly Verify a Solana Signature in Rust?
    Introduction Verifying a signature on the Solana blockchain using Rust can sometimes be tricky due to several common pitfalls. If you've received an '❌ Invalid' message while running your Rust code for signature verification, don’t worry! In this article, we will dissect the verification process and guide you on how to ensure that your signature is validated correctly on Solana. Understanding Signature Verification Before diving into the code, let's clarify why you might encounter an invalid signature error. In Solana, each transaction is signed with a unique private key, which generates a corresponding signature. The algorithm utilized for signature verification is crucial to correctly interpreting the validity of the input data. If the input arguments (nonce, public key, or signature) ar…  ( 4 min )
    HTML for Beginners: Your First Step into Web Development
    Description: Learn the basics of key HTML tags and how to build your very first simple webpage with easy-to-follow code examples. Introduction Figure: A historical newspaper front page (Hilo Tribune). HTML stands for HyperText Markup Language, and it’s the foundation of every web page. It uses code (tags inside ) to tell your browser how to display content. This is similar to how a newspaper uses headlines and sections to organize information. For example, the image above shows a newspaper with a big headline and columns of text. In HTML, we create structure with heading tags ( through ) and paragraph tags ( ), just like the title and stories in a newspaper. Why HTML Matters When a browser loads a website, it reads the HTML file to decide what to show. This makes HTML the s…  ( 5 min )
    Building Stickify: A Digital Sticky Notes App for Developers
    Hey dev.to community! 👋 Ever found yourself surrounded by paper sticky notes with code snippets, meeting notes, and half-baked project ideas? That was my life until I built Stickify, a digital sticky notes app designed with developers in mind. Try it out: Stickify - Digital Sticky Notes As a developer jumping between multiple projects, my physical sticky note system was a spectacular failure. Notes would fall off my monitor. Get coffee-stained. Pile up until they became a fire hazard. 🔥 I needed something that combined the visual appeal of sticky notes with search functionality that could actually find that brilliant algorithm I scribbled down three weeks ago. So I built it myself. Let me walk you through what I learned. I deliberately kept the tech stack minimal: Vanilla JavaScript (no…  ( 8 min )
    How Java Stores Data in Memory: Writing Efficient Code with Primitives and Non-Primitives
    How Java Stores Data in Memory — Primitives vs Non-Primitives Java is a statically typed language, which means every variable’s type must be known at compile time. This allows the JVM (Java Virtual Machine) to allocate memory efficiently and enforce type safety during execution. Primitive types are the building blocks of data in Java. They have fixed memory sizes and are stored in the stack. The value of a primitive can change, but its size does not. Type Size Description byte 1 byte Smallest integer (–128 to 127) short 2 bytes Short integer int 4 bytes Default integer type long 8 bytes Large-range integer float 4 bytes Single-precision float double 8 bytes Double-precision float char 2 bytes Unicode character boolean 1 bit* True or False (handled as 1 byte internall…  ( 5 min )
    🚀 AWS CodeBuild Now Supports Remote Docker Servers — Faster Image Builds with Shared Caching!
    AWS just made Docker image builds much faster and smarter inside CodeBuild! With the latest update, AWS CodeBuild now supports remote Docker servers, enabling shared caching, reduced latency, and faster builds across your CI/CD pipelines. 🎉 Every time CodeBuild triggered a Docker image build: It spun up a new environment from scratch Docker layer caching was not reused Base images and dependencies had to be re-downloaded and rebuilt Result: Slow builds, even for minor code changes AWS CodeBuild now supports remote Docker servers that: Maintain a persistent Docker layer cache Speed up builds by avoiding repeated work Handle parallel build requests with shared cache Automatically integrate with CodeBuild (you don’t need manual setup!) Imagine this Dockerfile for your Python web app: FROM python:3.10 COPY requirements.txt . RUN pip install -r requirements.txt COPY . /app CMD ["python", "/app/app.py"] Each build: Pulls the base image Installs Python packages Copies code ⏱️ ~4 minutes per build Base image and packages are already cached Only changed layers (like app code) are rebuilt ⏱️ ~30 seconds per build! ✅ Faster builds = quicker feedback loops in CI/CD 💵 Reduced cost by avoiding unnecessary compute 🧹 Less network latency (no repeat downloads) 🧱 Reusable infrastructure for large microservice apps 🛠️ Great for monorepos and large-scale parallel builds When you enable this feature, CodeBuild: Provisions a managed Docker build server Automatically configures your builds to use it Starts caching layers for future builds You just focus on building your app — AWS handles the optimization! Use this with multi-stage Docker builds to get even faster performance. 💬 What do you think about this update? Will this improve your CI/CD pipelines? Let’s discuss in the comments! 👇  ( 4 min )
    Power BI: Entendendo suas Funcionalidades e Conceitos Importantes
    O Power BI é uma ferramenta poderosa da Microsoft para visualização e análise de dados. Ele permite que usuários transformem dados brutos em insights valiosos, criando painéis interativos, relatórios e gráficos dinâmicos. Se você é novo no Power BI ou está buscando entender melhor algumas de suas funcionalidades, este post vai abordar desde os conceitos básicos até detalhes mais avançados, como as colunas calculadas e medidas, e as principais funções DAX utilizadas para criar cálculos avançados. O que é o Power BI? Power BI Desktop: Usado para criar relatórios e dashboards. Power BI Service: A versão online que permite compartilhar e colaborar em dashboards e relatórios. Power BI Mobile: Permite acessar seus relatórios e dashboards de dispositivos móveis. Com o Power BI, você pode criar gr…  ( 5 min )
    JOIN A HISTORIC INTERVIEW | Live Event with IRC Creator Jarkko "WiZ" Oikarinen
    Date: Friday, May 16, 2025 https://web.zchat.org/#reportage 📡 IRC (Internet Relay Chat) – one of the foundational pillars of online communication – was developed in 1988. Behind this revolutionary system stands Jarkko "WiZ" Oikarinen, born in Kuusamo, Finland. By creating IRC, Jarkko not only achieved a technical milestone but also pioneered a way for millions around the globe to connect in real time. In this exclusive live interview, we’ll explore the origins of IRC, his work at Google (including contributions to Google Hangouts), and maybe even ask the hard-hitting questions like... pizza or kebab? 😊 🗓 Event Program: 🟢 18:00 – 18:40 (approximate end time) 💬 18:40 – 19:30 (approximate end time) 📌 Please keep your questions relevant to IRC, technology, or software development. 🔔 Important Notes: ✅ The event is open to all. 🌐 Join us in celebrating the spirit of IRC — freedom, community, and innovation. From Europe to Asia, America to Africa, we warmly invite all IRC enthusiasts to be part of this unforgettable moment. 🙏 Our heartfelt thanks to Jarkko Oikarinen for giving the world IRC. 🎉 Don’t miss the chance to be part of history!  ( 4 min )
    🚫 Top 10 Common Mistakes in Kotlin Programming
    🚫 Top 10 Common Mistakes in Kotlin Programming Treating nullable types as non-null without checks. ✅ Use ?., ?:, and !! carefully. Prefer safe calls and smart casting. !! (Not-null Assertion) Using !! too much can crash the app with NullPointerException. ✅ Use null-safe operators and proper null checks instead. var Instead of val Declaring variables as mutable (var) when they should be immutable (val). ✅ Prefer val for safer, more predictable code. Using apply, let, also, etc., without understanding context. ✅ Choose the right scope function for the right purpose. == and === == checks structural equality, === checks reference equality. ✅ Know when to use each depending on what you're comparing. Not using try/catch when calling risky operations (e.g., parsing, IO). ✅ Always handle exceptions gracefully. Launching coroutines without a proper scope or dispatcher. ✅ Use structured concurrency: lifecycleScope, viewModelScope, etc. Reinventing functions already available (e.g., filter, map, groupBy). ✅ Explore and master Kotlin’s powerful standard library. Not converting Java-style code to idiomatic Kotlin. ✅ Embrace Kotlin syntax, avoid Java habits (e.g., setters/getters, verbose loops). Explicitly declaring types unnecessarily. ✅ Let the compiler infer types where obvious – cleaner and shorter code. Generate exclusive photo for your post  ( 3 min )
    How 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡, 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡, 𝐎𝐥𝐥𝐚𝐦𝐚 & 𝐅𝐀𝐈𝐒𝐒 Gave Me End-to-End Observability in a Local AI Chatbot
    I just built a self-contained AI chatbot—no cloud dependencies, no API keys, just pure local power with 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡, 𝐎𝐥𝐥𝐚𝐦𝐚, 𝐅𝐀𝐈𝐒𝐒, 𝐚𝐧𝐝 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡. Tech Stack: 🤖 Build a fully local AI chatbot that answers questions from uploaded documents, with zero cloud dependencies. At first, it answered questions well enough. 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡 gave me the transparency I never knew I needed, revealing the exact document chunks retrieved, the prompts fed to the model, execution times, and even where things went off track. 🚧 The Problem: “It Works” Isn’t Enough At first, my chatbot seemed to be doing well — it returned reasonable answers to most questions. But then… weird things started to happen.. Without insight into what was happening step by step, debugging was pure guesswork. 𝐇𝐨𝐰 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡 𝐇𝐞𝐥𝐩𝐞𝐝 𝐌𝐞 𝐃𝐞𝐛𝐮𝐠 𝐚𝐧𝐝 𝐈𝐦𝐩𝐫𝐨𝐯𝐞 ⇒ Tracing ⇒ Error Analysis ⇒ Performance Metrics 📊 Scaling Visibility with LangSmith Dashboards LangSmith doesn’t just log traces — it helps you monitor trends over time. I’ve published the full working project on GitHub — complete with TF-IDF + FAISS retrieval, Ollama model integration, LangSmith observability, and a Streamlit interface. https://lnkd.in/etpCMPiS  ( 4 min )
    Why You Need Proxy IPs to Enhance Web Data Scraping
    Web data scraping has become an essential technique for businesses and researchers alike, enabling the collection of valuable information from various online sources. However, effective scraping requires careful consideration of several factors, including the use of proxy IPs. This article discusses the importance of proxy IPs in strengthening web data scraping efforts. The Role of Proxy IPs in Data Scraping Anonymity and Privacy Avoiding Rate Limiting Accessing Geo-Restricted Content Improved Success Rates Choosing the Right Proxy Service IP Pool Size: A larger pool of IP addresses can provide better rotation options and reduce the chances of hitting rate limits. IP2World Conclusion Incorporating proxy IPs into your web data scraping strategy is essential for achieving efficiency, security, and access to restricted content. By leveraging the benefits of proxy services, you can enhance your data collection processes and gain valuable insights without the risk of being blocked or banned. As the demand for data continues to grow, utilizing proxy IPs will remain a critical component of successful web scraping strategies.  ( 4 min )
    Complete Overview of Generative & Predictive AI for Application Security
    Machine intelligence is transforming the field of application security by facilitating heightened weakness identification, automated testing, and even semi-autonomous threat hunting. This article offers an comprehensive narrative on how machine learning and AI-driven solutions are being applied in the application security domain, written for AppSec specialists and decision-makers alike. We’ll examine the development of AI for security testing, its current features, challenges, the rise of autonomous AI agents, and future developments. Let’s begin our analysis through the foundations, current landscape, and prospects of ML-enabled AppSec defenses. Evolution and Roots of AI for Application Security Early Automated Security Testing Evolution of AI-Driven Security Models A key concept that…  ( 11 min )
    How to Fix Typescript Errors with Promise.allSettled?
    Introduction If you're encountering issues with TypeScript where your build fails because of Promise.allSettled, you're not alone. The error messages you're receiving, such as Property 'reason' does not exist on type 'PromiseSettledResult', can be frustrating. Understanding how TypeScript handles Promise results is crucial for resolving these errors effectively. Understanding Promise.allSettled The method Promise.allSettled() is a Promise method that takes an iterable of Promises and returns a single Promise that resolves after all of the given Promises have either resolved or rejected, with an array of objects that each describe the outcome of each Promise. Each object in the array has a status property, which can either be 'fulfilled' or 'rejected'. When a Promise is fu…  ( 4 min )
    Complete Overview of Generative & Predictive AI for Application Security
    Computational Intelligence is transforming the field of application security by allowing more sophisticated vulnerability detection, test automation, and even autonomous threat hunting. This article delivers an thorough narrative on how machine learning and AI-driven solutions are being applied in AppSec, designed for security professionals and executives in tandem. We’ll delve into the development of AI for security testing, its modern capabilities, obstacles, the rise of autonomous AI agents, and forthcoming developments. Let’s start our journey through the history, current landscape, and future of AI-driven AppSec defenses. Origin and Growth of AI-Enhanced AppSec Foundations of Automated Vulnerability Discovery Progression of AI-Based AppSec A notable concept that took shape was the…  ( 11 min )
    How, When, and Why Top QA Engineers Use AI in Testing
    AI has already transformed industries like healthcare, finance, and marketing. Now, it’s reshaping software testing. Top QA engineers aren’t just using AI as a novelty — they are integrating it deeply into their workflows to ensure faster delivery, better accuracy, and smarter decision-making. In this article, we’ll explore how, when, and why top QA engineers are using AI in testing — and what that means for the future of software quality assurance. How Top QA Engineers Use AI in Testing Here are some of the key ways AI is being used by leading QA professionals: 1.Test Case Prioritization and Optimization 2.Self-Healing Tests 3.Defect Prediction 4.Visual Testing with Pattern Recognition 5.Natural Language Processing (NLP) for Test Generation 6.Root Cause Analysis 7.Real User Behavior Simul…  ( 7 min )
    Understanding Dynamic Arrays in C++ for Beginners
    As a beginner in coding, it's perfectly natural to have questions about how things work, especially when dealing with dynamic arrays in C++. In your code, you have set up a dynamic array that can grow as needed, and you're using a couple of key concepts to manage memory and data. Let's dive into your questions and break down how your code operates, while also discussing the underlying principles of dynamic memory allocation in C++. How Does the Dynamic Array Resize Work? You mentioned that you set the initial size of the array to 5 and that it can increase to 10, yet you are able to store up to 20 numbers. This is a great point of confusion for newcomers. The way your code works involves both the capacity variable and the dynamic allocation of memory. Dynamic Memory Allocation Initially, y…  ( 5 min )
    Google Agent Development Kit (ADK) Introduction (5): Developer Mindset
    Conceptual Comparison: Developer Mindset, Responsibility Separation, and Task Decomposition Building on the previous article, this one will explore the shift in developers' mindset when transitioning from API development to A2A development. Developer Mindset Shift: Function-Oriented vs. Agent-Oriented. Traditional development often involves thinking in terms of functions or API call sequences: starting from input, invoking services step-by-step, and finally producing output. Developers act as "orchestrators," controlling every step. In contrast, agent-oriented architecture requires a new mindset—designing a community of agents, each responsible for a subtask and interacting via messages and protocols. Instead of scripting flows directly, developers configure systems of autonomous agents,…  ( 5 min )
    Important Considerations When Using Go's Time Package 9/10
    Understanding == vs Equal() for comparing time When working with time values in Go, one of the most common operations is comparing two timestamps. However, this seemingly simple task can lead to subtle bugs if you're not aware of the differences between using the equality operator (==) and the Equal() method. The equality operator (==) compares all fields of the time.Time struct, including the location information and the monotonic clock reading. This means two times that represent the exact same moment might not be considered equal if they were created in different ways or have different internal representations. t1 := time.Date(2023, time.January, 1, 0, 0, 0, 0, time.UTC) t2 := t1.In(time.FixedZone("UTC-8", -8*60*60)) // These times represent the same instant but have different locati…  ( 13 min )
    Alpha Prototype Complete!
    The first phase of the project, a high-fidelity interactive prototype, is finally complete! This iteration is a sort of detailed rough draft showcasing the design and functionality of the website, mostly using placeholder content. The final straw for this iteration was the addition of the Gallery page. public/gallery/ directory. This means images can be uploaded directly into this folder, and they'll automatically appear with the next site build. To achieve this functionality, the /gallery route is rendered dynamically on the server: export const dynamic = 'force-dynamic'; Rendering the page server-side allows the use of Node's built-in fs module to directly access files on the server: const galleryDir = path.join(process.cwd(), 'public', 'gallery'); let allFiles; try { allFiles = await fs.readdir(galleryDir); } catch (e) { console.error('Could not read gallery directory:', e) allFiles = []; } // Filter to only image files (jpg, png, gif, etc.) const images = allFiles.filter((file) => /\.(jpe?g|png|gif|webp|avif)$/i.test(file) ) I'll be utilizing Statsig to implement feature flags which will allow us to hide and show seasonal Hero sections without interacting with code. Currently the Hero section says: Open soon Real Farm Fun Clearly, this Hero is only really valid until fall, when it'll have to be changed to say something like "Open Now" and link to the Visit page. This feature is being tracked as Issue #2  ( 3 min )
    How to Push Data from PHP Array to Joomla Tables
    In this article, we will explore how to push data from a PHP array into multiple Joomla tables that share similar but not identical structures. If you're working with Joomla and need to insert values into different tables based on specific column mappings, this guide will provide you with step-by-step instructions. Understanding the Data Structure To start, we have an array with numerical data structured as follows: $data[1] = 1; $data[2] = 2; $data[3] = 3; This array contains three numeric values. In our case, we want to distribute these values across five different Joomla tables, but each table may only have certain columns available. Why You Need to Consider Table Structures Joomla, like many content management systems (CMS), often involves various tables that may not have identical co…  ( 4 min )
    🗃️ MongoDB & Mongo Express – Docker Setup
    This guide provides a quick and easy way to run MongoDB and Mongo Express using Docker. It includes their purpose, Docker usage, and troubleshooting steps for container management. MongoDB is a popular NoSQL database that stores data in flexible, JSON-like documents. It’s ideal for scalable, high-performance applications where schema flexibility is important. Mongo Express is a lightweight, web-based admin interface for MongoDB. It allows you to: View and manage databases Browse collections and documents Execute queries and CRUD operations Use a user-friendly web UI to interact with MongoDB Ensure Docker is installed and a custom Docker network exists: docker network create project-network docker run -d --name mongodb \ --network project-network \ -e MONGO_INITDB_ROOT_USERNAME=admin \…  ( 4 min )
    Breaking Limitations: Advanced Customization Guide for Dify Platform
    In the field of LLM application development, Dify serves as a low-code platform that enables rapid AI application building. However, when facing complex business requirements, relying solely on the platform's default features often falls short of meeting enterprise-level application needs. This article will explore how to break through Dify's native limitations through customized development to build more powerful, business-aligned AI applications. Before diving into custom development, understanding Dify's core architecture is crucial: Frontend: React-built management and application interfaces Backend API: Flask-built RESTful API services Data Storage: PostgreSQL and vector databases Task Queue: Celery for asynchronous task processing Model Services: Support for multiple LLM integrations…  ( 10 min )
    Readme
    My Introduction to Dev.to as a novice programmer... This is my first ever post on dev.to, I'm very excited for the opportunity to share my thoughts and experience on my coding journey. Here I will share details on my various projects that I plan to challenge and show others how I was able to accomplish my goals. I love to connect with new people, leave your socials down below and I'll give a follow and say hello 😊 Here are my Socials, hopefully you can find yourself there and get well acquainted!  ( 3 min )
    15 Laravel Security Best Practices You Should Follow in 2025
    Laravel is one of the most popular PHP frameworks, and for good reason—it's elegant, expressive, and comes with many built-in security features. But just because Laravel provides the tools doesn’t mean you’re automatically safe. Whether you're building an MVP or maintaining a large-scale application, security must be a priority. Here are 15 Laravel security best practices every developer should follow in 2025: Always keep Laravel, its dependencies, and PHP up to date. Laravel releases often include security patches and improvements. Laravel's Eloquent ORM and query builder automatically use prepared statements. ✅ Safe: $users = DB::table('users')->where('email', $email)->get(); ❌ Avoid: DB::select("SELECT * FROM users WHERE email = '$email'"); Escape all output using Blade syntax: {{ $us…  ( 4 min )
    Understanding *temp and &temp in C++ with strtol
    As a beginner in C++, you might find yourself needing to convert strings to integers, for which you have already encountered functions like atoi and strtol. While atoi is straightforward, it lacks error checking, making strtol a more robust choice due to its ability to handle conversion errors properly. In this article, we will dive deeper into understanding *temp and &temp when using strtol, clarifying how they work and when to use each. Why Use strtol for String to Integer Conversion? The strtol function is preferred for converting strings to long integers because it provides better error handling. It allows you to detect whether the conversion was successful and if the entire string was converted. Here’s a quick overview of how to use strtol: Prototype: long strtol(const char *nptr, cha…  ( 5 min )
    5 SQL Queries Everyone Should Know
    SQL queries are an important tool for retrieving data from databases and are widely used in the field of computer science. SQL stands for Structured Query Language, and many tools can be used to run SQL queries, such as PyCharm and Anaconda Spyder. Below are five essential SQL query concepts that everyone should know. Usage: retrieve specific types of data from a table based on filters. SELECT emp_name Note: Filters are always important, as without them, the data can be overwhelming and may include a lot of unnecessary information. Usage: It is widely used for summarizing data and can be combined with aggregate functions. SELECT department, count(*) AS emp_count Note: Aggregation is useful for identifying patterns and uncovering hidden trends in the data. Usage: Joins are used to com…  ( 4 min )
    Avoiding nil errors
    Here is a quick way to avoid nil errors and get better failures in Ruby and Ruby on Rails. Convert hashes with known keys into Structs: data = { a: 1, b: 2, c: 3} ... MyData = Struct.new(:a,:b,:c) data = MyData.new(a: 1, b: 2, c: 3) Structs will throw if you introduce a typo instead of returning nil. This tightens your feedback loops and reduces debugging time. hash[:d] => nil struct[:d] => in 'Struct#[]': no member 'd' in struct (NameError) That is cool. What about in more fluid situations like user input? You can convert arbitrary incoming hashes into known structs quickly with the following: params = {a: 1, b: 2, c: 3, x: 9, z: 0} MyData.new(**params.slice(*MyData.members)) While Structs have much the same interface as hashes, there are some tricky differences. Hash#each is equivalent to Struct#each_pair. Hash#keys is equivalent to Struct#members. There is no equivalent to Hash#fetch.  ( 3 min )
  • Open

    U.S. Stablecoin Bill Could Clear Senate Next Week, Proponents Say
    Senator Bill Hagerty, who backed the Senate's version of the legislation, predicted the body will "make history" next week by passing the bill.  ( 26 min )
    Alchemy Acquires Solana Developer DexterLab for Undisclosed Sum
    The purchase will accelerate the development of Solana-based Web3 applications to meet growing enterprise demand, Alchemy said  ( 21 min )
    Eric Trump: 'The Banks Made The Biggest Mistake of Their Lives'
    The son of U.S. President Donald Trump spoke at CoinDesk's Consensus conference in Toronto, Canada on Friday.  ( 23 min )
    Crypto Miners Soar on OpenAI-CoreWeave Deal; Galaxy Jumps in Nasdaq Debut
    Asset prices across markets largely shrugged off surging Inflation expectations, with crypto prices consolidating sideways.  ( 24 min )
    Ethereum Backers Respond to Critics: ‘Markets Will Catch Up’
    Ethereum insiders pushed back on criticism of the network’s leadership and roadmap, arguing that the ecosystem is built for long-term value.  ( 25 min )
    World Liberty's Stablecoin Now Available on Multiple Networks Via Chainlink
    The integration, initially supporting Ethereum and BNB Chain, addresses cross-chain security concerns and aims to expand USD1’s reach, the firms said.  ( 23 min )
    CFTC's Christy Goldsmith Romero to Leave Agency at End of Month
    Her departure will leave the CFTC with just two commissioners, at least until new chair Brian Quintenz is confirmed by the Senate and sworn in.  ( 24 min )
    TRX Struggles at $0.278 Resistance as Trade Tensions Weigh on Markets
    Tron's blockchain processes over $1 billion in daily transactions despite price consolidation.  ( 22 min )
    DeFi Development Surges 30% on BONK Validator Partnership, More SOL Purchases
    The real estate tech enterprise turned Solana-focused public company now holds 609,190 SOL tokens worth over $107 million.  ( 23 min )
    French Minister Agrees on Measures to Protect Crypto Professionals After Kidnappings
    A meeting was held with Minister of the Interior Bruno Retailleau, Director General of the National Police and Gendarmerie and industry representatives.  ( 23 min )
    Trump-tied World Liberty Financial Rebuffs U.S. Senator's Probe
    Sen. Richard Blumenthal had written letters to Trump-affiliated executives, asking about their businesses, and WLFI called some of his assertions inaccurate.  ( 24 min )
    Could Wellness Be an Onramp to Web3? Moonwalk Fitness’ Caitlin Cook Thinks So
    In an interview ahead of Consensus 2025 in Toronto, Cook said the fitness app is seeing strong growth in Africa and Southeast Asia.  ( 24 min )
    Bitcoin Adoption News: Top Win Rebrands, Steak N Shake Accepts BTC, Galaxy's Nasdaq Debut
    Galaxy Digital shares started trading on Nasdaq today, but the listing will have to jostle for the crypto sphere's attention.  ( 23 min )
    Filmmaker David Goyer Bets on Blockchain for Next Sci-Fi Franchise
    The Blade and Foundation screenwriter is turning to blockchain and AI to build a community-driven sci-fi franchise, backed by Web3 startup Story Protocol.  ( 25 min )
    CoinDesk Analyst Advises UK Crypto Firm to Set Up Bitcoin Treasury
    Coinsilium raised £1.25 million to help establish the BTC treasury, amid record trading volume.  ( 22 min )
    CoinDesk 20 Performance Update: AAVE Jumps 7.4%, Leading Index Higher
    Ethereum (ETH) was also a top performer, gaining 2.9% From Thursday  ( 20 min )
    Ripple-SEC Bid for XRP Settlement Rejected by Judge Citing 'Procedural Flaws'
    Judge Analisa Torres rejected the proposed $50 million settlement, saying the joint request was filed improperly and lacked required legal justification.  ( 23 min )
    Wisconsin Sells Entire $350M Spot Bitcoin ETF Stake
    The move came after the state investment board doubled its exposure to spot bitcoin ETFs late last year as markets fell.  ( 22 min )
    Ether Bears Are Done and That’s Fueling ETH’s Surge, Crypto Benchmark Issuer Says
    Ether's recent price rally is driven by short covering rather than new bullish bets, CF Benchmarks' Sui Chung said.  ( 23 min )
    Market Reaction to Coinbase Hack ‘Overblown,’ Say Analysts as SEC Probe Sinks COIN
    Coinbase shares dropped 7% after disclosing a cyberattack and a resurfaced SEC probe on old user metrics.  ( 25 min )
    Crypto Daybook Americas: Fintechs, Funds ‘Hoarding Bitcoin’ Even as Bulls Pause for Breath
    Your day-ahead look for May 16, 2025  ( 35 min )
    Bitcoin Bulls Face $120M Challenge in Extending 'Stair-Step' Uptrend
    BTC has chalked out a controlled stair-step price rally from $75,000 to $104,000.  ( 23 min )
    DOJ Charges 12 With $263M Crypto Theft Linked to Genesis Creditor
    Most of the individuals were arrested this week in California.  ( 24 min )
    FTX to Pay Over $5B to Creditors as Bankrupt Exchange Gears Up for Distribution
    Payouts of up to 120% begin May 30 for thousands of creditors, just as U.S. regulators warm to crypto and the industry stages a comeback.  ( 23 min )
    XRP Slides 4% as Bitcoin Traders Cautious of $105K Price Resistance
    Market sentiment remains positive, but signs of exhaustion appear as BTC nears key technical and psychological levels.  ( 24 min )
  • Open

    Tokenization makes investing more accessible — Robinhood exec
    Tokenization could open new opportunities for retail investors to access traditionally restricted asset classes, according to Johann Kerbrat, senior vice president and general manager of Robinhood Crypto, who called it “very important for financial inclusion.” Speaking at the Consensus 2025 event in Toronto, Kerbrat said that some real-world assets, such as real estate and private equity, are available only to up to 10% of the US population. “You need to be an accredited investor to invest in private equity right now,” he said. “How many people can afford a house or an apartment in New York?” he elaborated. “But you can get a piece of it with fractionalization, through tokenization. And so we think it makes it a lot easier to be exchanged, a lot more accessible for everybody.” Robinhood'…
    Filecoin, Lockheed Martin send data in space using decentralized data protocol
    The Filecoin Foundation and Lockheed Martin Space have successfully transmitted data in space using a version of the InterPlanetary File System (IPFS) on a satellite orbiting Earth, Marta Belcher, president of the Filecoin Foundation, told Cointelegraph.  Filecoin and Lockheed Martin adapted the system for use in space and successfully tested it, Belcher said during the Consensus 2025 conference in Toronto. The IPFS enhances privacy and security compared to traditional web protocols, such as HTTP, by identifying data based on its content rather than its location. This has additional benefits for data transmission in space, Belcher said. “The architecture is well-suited to space because it reduces delays, compensates for data corruption caused by radiation, and enables cryptographic verific…
    Sequoia Capital exec also a victim in Coinbase data breach — Report
    At least one partner at Sequoia Capital was reportedly impacted by the recent data breach among Coinbase users, suggesting that data from others at the venture capital firm may also have been compromised. According to a May 16 Bloomberg report, Sequoia Capital Managing Partner Roelof Botha’s personal information available through his Coinbase account was stolen after a group of cybercriminals bribed the exchange’s support agents for access to user data. Though Botha had not publicly disclosed his net worth, estimates suggested he had hundreds of millions of dollars in assets. Coinbase disclosed the data breach in a May 15 blog post, saying that some of its users had been targeted with social engineering attacks after the criminals had access to their personal account information. The company said the group attempted to extort $20 million in exchange for not disclosing the breach, which Coinbase rebuffed. Though the extent of the breach was still unknown, another Bloomberg report suggested that the same type of attacks targeted users at Kraken and Binance. Cointelegraph reached out to representatives from both exchanges but had not received any response at the time of publication. This is a developing story, and further information will be added as it becomes available.
    Solv brings RWA-backed Bitcoin yield to Avalanche blockchain
    Solv Protocol has launched a yield-bearing Bitcoin token on the Avalanche blockchain, giving institutional investors more exposure to yield opportunities backed by real-world assets, or RWAs. On May 16, the protocol unveiled SolvBTC.AVAX, a token that connects Bitcoin (BTC) to real-world assets like US Treasurys and private credit offered by BlackRock and Hamilton Lane.  The new token was developed through a seven-way partnership involving Solv, Avalanche, Balancer, Elixir, Euler, Re7 Labs, and LFJ, the company said.  Solv Protocol founder Ryan Chow said the token is a way to link Bitcoin to “real-world economic cycles” in uncorrelated assets such as US government bonds and private credit, as opposed to BTC’s typical boom-and-bust four-year cycle. The token uses a multi-protocol strategy t…
    Altcoins are on the verge of ‘most powerful rally’ since 2017 — Analyst
    Key takeaways: The total altcoin market cap (excluding ETH) gained $126 billion in Q2, fueling speculation of an altseason. The altcoin market cap, excluding Ether (ETH), has added $126 billion in Q2, sparking enthusiasm from analysts who have been waiting for an altseason. Crypto analyst Javon Marks noted a breakout that could rival the explosive 2017 bull run.  In a recent post on X, Marks highlighted a chart comparing the TOTAL3 index (total market cap of altcoins excluding Bitcoin (BTC) and Ethereum) against the US money supply, suggesting that altcoins may be on the verge of a significant rally.  A rise in TOTAL3 against the US money supply suggests that altcoins are gaining value relative to the total liquidity in the US economy, reflecting increased investor interest and capital i…
    Galaxy Digital lists on Nasdaq, seeks to tokenize shares — Reports
    Galaxy Digital shares began trading on the Nasdaq stock exchange May 16, completing a years-long process that CEO Mike Novogratz called unfair and infuriating, CNBC reported. The crypto and infrastructure company, which is also listed in Canada, opened trading at $23.50 in its Nasdaq debut. Trading began on the same day Galaxy disclosed that it is working with the US Securities and Exchange Commission (SEC) to tokenize its shares. According to Bloomberg, the tokens representing Galaxy Digital’s shares could be used in decentralized finance applications, like borrowing or lending. Galaxy is among several crypto companies looking to access the US markets under a friendlier regulatory regime in the country. Companies that are also exploring or working on a US listing include Metaplanet, Circ…
    Bitfinex Bitcoin longs total $6.8B while shorts stand at $25M — Time for BTC to rally?
    Key takeaways: Bitfinex margin longs fell 18%, despite Bitcoin price rising 24% in 30 days. $6.8 billion in long positions far outweight the current $25 million in shorts. Bitcoin options positioning and spot BTC inflows point to confidence from institutional investors. Bitcoin (BTC) price climbed 23.7% over the past 30 days, yet traders on Bitfinex have cut their leveraged long positions by more than 18,000 BTC during this time. This wave of profit-taking in margin markets has led to speculation that professional traders may not be fully confident in the current $104,000 price level. Bitfinex BTC margin longs, BTC. Source: TradingView / Cointelegraph Bitfinex margin longs dropped from 80,387 BTC to 65,889 BTC between April 16 and May 16. This shift marks a reversal from the strong bul…
    World Liberty Financial brushes off oversight concerns from Congress
    Zach Witkoff, one of the co-founders of the Donald Trump family-backed crypto platform World Liberty Financial (WLFI), has rebuffed efforts by US lawmakers to investigate the president’s potential conflicts of interest. In a May 15 letter to Senator Richard Blumenthal, lawyers for World Liberty Financial claimed a call to investigate the crypto platform was based on “fundamentally flawed premises and inaccuracies.” Witkoff did not specifically address any allegations, claiming that WLFI was “too busy building” for oversight. “The Company rejects the false choice between innovation and oversight,” said the letter. “What it opposes is the misuses of regulatory authority and uncertainty to suppress lawful innovation.” May 15 letter to Sen. Blumenthal. Source: Zach Witkoff Blumenthal, the rank…
    Judge sentences SEC hacker to 14 months in prison
    A federal judge has sentenced Eric Council Jr., one of the individuals responsible for posting a fake message announcing regulatory approval of spot Bitcoin exchange-traded funds, to 14 months in prison. Following a May 16 hearing in the US District Court for the District of Columbia, the Justice Department announced that Council would serve 14 months in prison after pleading guilty to one count of conspiracy to commit aggravated identity theft and access device fraud. He was part of a group that compromised the X account of the US Securities and Exchange Commission (SEC) in January 2024 and said the regulatory body would be approving spot Bitcoin (BTC) ETFs. Prosecutors had requested that the judge impose a two-year sentence, while Council’s lawyers asked for one year and one day. Court filings showed he earned roughly $50,000 through SIM swap attacks like the one that compromised the SEC’s X account — funds likely subject to forfeiture. This is a developing story, and further information will be added as it becomes available.
    CFTC commissioner to leave agency on May 31
    Christy Goldsmith Romero of the US Commodity Futures Trading Commission (CFTC) will step down on May 31, leaving three seats open at the financial regulator. In a May 16 announcement, Romero said her last day at the agency would be on May 31, ahead of her initial plans to leave if the Senate confirmed former commissioner Brian Quintenz as the new chair. Her departure will come just one day after Commissioner Summer Mersinger is expected to step down to join the crypto advocacy organization the Blockchain Association as CEO. “It has been a tremendous honor to conclude my 23 years of federal service at an agency with such an important mission to ensure that financial markets perform their critical role in the US and global economies,” said Romero. Romero and Mersinger’s upcoming departures would leave the CFTC with only two Senate-confirmed members: acting chair Caroline Pham and Commissioner Kristin Johnson, each taking one Republican and Democratic seat, respectively. The shakeup in leadership gives President Donald Trump the opportunity to pick two more commissioners after the Senate addresses Quintenz’s nomination. This is a developing story, and further information will be added as it becomes available.
    Basel Medical shares down 15% on $1B Bitcoin buying plans
    Shares of Basel Medical Group are down around 15% after the healthcare company announced plans to buy $1 billion in Bitcoin for its corporate treasury.  On May 16, Singapore-based Basel said it was “in advanced discussions with a consortium of institutional investors and high-net-worth individuals […] to acquire a US$1 billion BTC through an innovative share-swap arrangement. The company said the benefits of its planned purchase include creating “one of the strongest balance sheets among Asia-focused healthcare providers” and providing “unmatched financial flexibility for mergers and acquisitions.” It also said the Bitcoin (BTC) treasury would help Basel “[e]stablish “a diversified asset base to weather market volatility.” But the company’s shareholders weren’t sold. Basel’s stock, BMGL, h…
    Price predictions 5/16: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: A Bitcoin price close above $105,000 could accelerate momentum and trigger a rally to $130,000. Ether continues to gain strength, which is being mirrored by many altcoins. Bitcoin (BTC) has been consolidating between $100,718 and $105,819 for the past few days, indicating a balance between supply and demand. A positive sign is that the price has held above the psychologically crucial $100,000 level, signaling that the bulls are hanging on to their positions as they anticipate another leg higher. Market intelligence firm Santiment highlighted in a post on X that the failure to rise above $105,000 has caused impatience among retail traders, which “historically is a bullish sign for prices.” Crypto market data daily view. Source: Coin360 However, repeated failure to push the pr…
    Price predictions 5/16: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: A Bitcoin price close above $105,000 could accelerate momentum and trigger a rally to $130,000. Ether continues to gain strength, which is being mirrored by many altcoins. Bitcoin (BTC) has been consolidating between $100,718 and $105,819 for the past few days, indicating a balance between supply and demand. A positive sign is that the price has held above the psychologically crucial $100,000 level, signaling that the bulls are hanging on to their positions as they anticipate another leg higher. Market intelligence firm Santiment highlighted in a post on X that the failure to rise above $105,000 has caused impatience among retail traders, which “historically is a bullish sign for prices.” Crypto market data daily view. Source: Coin360 However, repeated failure to push the pr…
    Crypto miner turned AI provider CoreWeave adds billions in market cap
    Shares of AI cloud computing company CoreWeave (CRWV) surged on May 16 after chip giant Nvidia revealed a large ownership stake, signaling growing corporate and institutional interest in the newly public company. CRWV stock climbed as much as 26.3% in New York trading, pushing its market capitalization above $38 billion. Trading volumes were more than double the daily average, according to Yahoo Finance data. The stock was last seen trading around $81, up 23% on the day. CRWV has climbed to $81 a share on May 16. Source: Yahoo Finance CoreWeave’s rally was sparked by regulatory filings from Nvidia showing that the company owned $900 million of CRWV stock at the end of the first quarter. The value of the holdings has more than doubled since March 31, assuming Nvidia hasn’t sold any shares …
    Crypto miner turned AI provider CoreWeave adds billions in market cap
    Shares of AI cloud computing company CoreWeave (CRWV) surged on May 16 after chip giant Nvidia revealed a large ownership stake, signaling growing corporate and institutional interest in the newly public company. CRWV stock climbed as much as 26.3% in New York trading, pushing its market capitalization above $38 billion. Trading volumes were more than double the daily average, according to Yahoo Finance data. The stock was last seen trading around $81, up 23% on the day. CRWV has climbed to $81 a share on May 16. Source: Yahoo Finance CoreWeave’s rally was sparked by regulatory filings from Nvidia showing that the company owned $900 million of CRWV stock at the end of the first quarter. The value of the holdings has more than doubled since March 31, assuming Nvidia hasn’t sold any shares …
    Bitcoin breaks out while Coinbase breaks down: Finance Redefined
    News broke on May 15 that Coinbase was the target of a $20 million extortion attempt after cybercriminals recruited overseas support agents to leak user data for social engineering scams. While less than 1% of Coinbase’s active monthly users were reportedly affected, the expected remediation and reimbursement expenses range from $180 million to $400 million, as the exchange pledged to repay all phishing attack victims. Despite the attack on the world’s third-largest cryptocurrency exchange, investor sentiment remains optimistic, with the Fear & Greed Index remaining firmly in the “Greed” zone above 69, according to CoinMarketCap data. Fear & Greed Index, 30-day chart. Source: CoinMarketCap Adding to investor optimism, Coinbase saw over $1 billion worth of Bitcoin withdrawn on May 9, markin…
    Bitcoin breaks out while Coinbase breaks down: Finance Redefined
    News broke on May 15 that Coinbase was the target of a $20 million extortion attempt after cybercriminals recruited overseas support agents to leak user data for social engineering scams. While less than 1% of Coinbase’s active monthly users were reportedly affected, the expected remediation and reimbursement expenses range from $180 million to $400 million, as the exchange pledged to repay all phishing attack victims. Despite the attack on the world’s third-largest cryptocurrency exchange, investor sentiment remains optimistic, with the Fear & Greed Index remaining firmly in the “Greed” zone above 69, according to CoinMarketCap data. Fear & Greed Index, 30-day chart. Source: CoinMarketCap Adding to investor optimism, Coinbase saw over $1 billion worth of Bitcoin withdrawn on May 9, markin…
    Bitcoin supply crunch boosts confidence in $200K target for 2025 — Bitwise CIO
    Matt Hougan, chief investment officer at Bitwise, predicts Bitcoin (BTC) will reach $200,000 by the end of 2025 due to a supply shock from heightened institutional demand. In an interview with Cointelegraph at Consensus 2025 in Toronto, the executive said that Bitwise's Bitcoin price prediction model is driven exclusively by supply and demand metrics. Hougan laid out the specific figures driving the forecast: "We know that miners will produce 165,000 BTC this year. Already, publicly traded companies have bought more than that. ETFs are at $6 billion in inflows. We think governments are going to be buying. We see this sort of structural difference between demand and supply." "I think eventually that will exhaust sellers at the $100,000 level where we have been stuck, and I think the next st…
    Bitcoin supply crunch boosts confidence in $200K target for 2025 — Bitwise CIO
    Matt Hougan, chief investment officer at Bitwise, predicts Bitcoin (BTC) will reach $200,000 by the end of 2025 due to a supply shock from heightened institutional demand. In an interview with Cointelegraph at Consensus 2025 in Toronto, the executive said that Bitwise's Bitcoin price prediction model is driven exclusively by supply and demand metrics. Hougan laid out the specific figures driving the forecast: "We know that miners will produce 165,000 BTC this year. Already, publicly traded companies have bought more than that. ETFs are at $6 billion in inflows. We think governments are going to be buying. We see this sort of structural difference between demand and supply." "I think eventually that will exhaust sellers at the $100,000 level where we have been stuck, and I think the next st…
    US Senate will pass Stablecoin bill — Digital Chamber chief
    The stalling of key stablecoin legislation in the United States Senate was a minor setback, and the bill will pass in the coming weeks, said Cody Carbone, CEO of Digital Chamber, a Washington, DC,-based blockchain trade association and advocacy group. Speaking to Cointelegraph at Consensus 2025, Carbone argued it is in the best interests of the US to pass comprehensive stablecoin regulations to protect US dollar hegemony in global markets, which has bipartisan appeal and support. Carbone said: "These things never move as quickly as we want them to move, but it's stablecoin legislation. This Congress has already moved more expeditiously than we ever could have imagined. So, yes, it's a bump in the road, but I think very, very shortly, we will have another vote." The Guiding and Establishing…
    US Senate will pass Stablecoin bill — Digital Chamber chief
    The stalling of key stablecoin legislation in the United States Senate was a minor setback, and the bill will pass in the coming weeks, said Cody Carbone, CEO of Digital Chamber, a Washington, DC,-based blockchain trade association and advocacy group. Speaking to Cointelegraph at Consensus 2025, Carbone argued it is in the best interests of the US to pass comprehensive stablecoin regulations to protect US dollar hegemony in global markets, which has bipartisan appeal and support. Carbone said: "These things never move as quickly as we want them to move, but it's stablecoin legislation. This Congress has already moved more expeditiously than we ever could have imagined. So, yes, it's a bump in the road, but I think very, very shortly, we will have another vote." The Guiding and Establishing…
    Bitcoin breakout odds climb as all-time highs meet $90K dip warning
    Key points: Bitcoin refuses to budge from a narrow range as traders consider the likely breakout direction. Price discovery is keenly awaited, but downside predictions include levels further toward $90,000. BTC/USD has delivered highly patterned moves since its rebound began in April. Bitcoin (BTC) kept traders guessing at the May 16 Wall Street open as consolidation sparked both bullish and bearish forecasts. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView “Significant” liquidity builds around BTC price Data from Cointelegraph Markets Pro and TradingView showed BTC/USD shuttling between $103,000 and $104,000 on the day. Despite beating expectations, the latest US macroeconomic data in the form of the Consumer Price Index (CPI) and Producer Price Index (PPI) prints on May 13 an…
    Bitcoin breakout odds climb as all-time highs meet $90K dip warning
    Key points: Bitcoin refuses to budge from a narrow range as traders consider the likely breakout direction. Price discovery is keenly awaited, but downside predictions include levels further toward $90,000. BTC/USD has delivered highly patterned moves since its rebound began in April. Bitcoin (BTC) kept traders guessing at the May 16 Wall Street open as consolidation sparked both bullish and bearish forecasts. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView “Significant” liquidity builds around BTC price Data from Cointelegraph Markets Pro and TradingView showed BTC/USD shuttling between $103,000 and $104,000 on the day. Despite beating expectations, the latest US macroeconomic data in the form of the Consumer Price Index (CPI) and Producer Price Index (PPI) prints on May 13 an…
    From debanking to a banking arms race—The rise of stablecoins
    Opinion by: Megan Knab, CEO, Franklin Payroll There are few historical examples of such a massive about-face for an industry, from banks debanking crypto businesses to now embracing stablecoins. If you talk to most crypto startup founders or companies with crypto on the balance sheet, they will all have war stories about finding, applying for and maintaining bank accounts.  Over the past three years, over half of debanking complaints have been lodged against four American banks — Bank of America, JPMorgan, Wells Fargo and Citibank. Now, as the policies that discriminated against the crypto industry, like “Operation Chokepoint 2.0” and the recision of controversial accounting rule SAB 121, have been repealed, a new openness to blockchain technology from the finance sector is possible.  It i…
    From debanking to a banking arms race—The rise of stablecoins
    Opinion by: Megan Knab, CEO, Franklin Payroll There are few historical examples of such a massive about-face for an industry, from banks debanking crypto businesses to now embracing stablecoins. If you talk to most crypto startup founders or companies with crypto on the balance sheet, they will all have war stories about finding, applying for and maintaining bank accounts.  Over the past three years, over half of debanking complaints have been lodged against four American banks — Bank of America, JPMorgan, Wells Fargo and Citibank. Now, as the policies that discriminated against the crypto industry, like “Operation Chokepoint 2.0” and the recision of controversial accounting rule SAB 121, have been repealed, a new openness to blockchain technology from the finance sector is possible.  It i…
    Europe’s MiCA law is motion, but can the crypto industry keep up?
    The European Union’s Markets in Crypto-Assets regulation — better known as MiCA — is now in its critical implementation phase. Designed to unify crypto regulation across all 27 EU member states, MiCA promises clarity, consumer protection and long-term market stability. But as implementation begins, cracks are already showing. In this week’s episode of Byte-Sized Insight, we explore the key provisions of MiCA now in force, particularly around stablecoins, and why some of the largest players in the market are refusing to comply. As of January 2025, crypto asset service providers (CASPs) began acquiring licenses to operate legally within the EU. A transitional or “grandfathering” period allows existing firms up to 18 months, depending on the member state, to comply. Still, with deadlines app…
    Europe’s MiCA law is motion, but can the crypto industry keep up?
    The European Union’s Markets in Crypto-Assets regulation — better known as MiCA — is now in its critical implementation phase. Designed to unify crypto regulation across all 27 EU member states, MiCA promises clarity, consumer protection and long-term market stability. But as implementation begins, cracks are already showing. In this week’s episode of Byte-Sized Insight, we explore the key provisions of MiCA now in force, particularly around stablecoins, and why some of the largest players in the market are refusing to comply. As of January 2025, crypto asset service providers (CASPs) began acquiring licenses to operate legally within the EU. A transitional or “grandfathering” period allows existing firms up to 18 months, depending on the member state, to comply. Still, with deadlines app…
    Violent crypto robberies on the rise: Six attacks that targeted investors
    As cryptocurrency gains in popularity and price, some criminals are taking to violent measures to steal funds from high-profile crypto holders. Jameson Lopp’s GitHub repository, which logs such incidents, has recorded 22 “$5 wrench” attacks on crypto holders in 2025 alone. The moniker comes from the crude and violent methods perpetrators use to compel crypto holders to hand over their bags.  In many cases, local law enforcement can intervene before anyone is harmed and funds are lost. But there is a growing trend of increasingly violent and successful attacks, some of which have resulted in permanent harm and even death. The most recent incident in Paris, France compelled the French Ministry of the Interior to hold a meeting to address the rising trend. Here are just seven of the most high…
    Violent crypto robberies on the rise: Six attacks that targeted investors
    As cryptocurrency gains in popularity and price, some criminals are taking to violent measures to steal funds from high-profile crypto holders. Jameson Lopp’s GitHub repository, which logs such incidents, has recorded 22 “$5 wrench” attacks on crypto holders in 2025 alone. The moniker comes from the crude and violent methods perpetrators use to compel crypto holders to hand over their bags.  In many cases, local law enforcement can intervene before anyone is harmed and funds are lost. But there is a growing trend of increasingly violent and successful attacks, some of which have resulted in permanent harm and even death. The most recent incident in Paris, France compelled the French Ministry of the Interior to hold a meeting to address the rising trend. Here are just seven of the most high…
    Ripple: Judge's settlement rejection has no effect on legal victory
    Ripple’s legal chief said a US court’s rejection of a proposed XRP settlement with the Securities and Exchange Commission (SEC) does not pose a threat to Ripple’s win. Judge Analisa Torres of the US District Court for the Southern District of New York rejected a joint Ripple-SEC motion seeking an indicative ruling on their proposed settlement, according to a filing on May 15. Ripple’s chief legal officer, Stuart Alderoty, said the rejection does not reverse the company’s victory in the case. The company announced the end of the lawsuit on March 19. Source: Stuart Alderoty Alderoty stressed that the latest court decision does not change the fact that XRP (XRP) is not a security, adding that the rejection is related to “procedural concerns with the dismissal of Ripple’s cross-appeal.” Why di…
    Ripple says XRP ruling does not affect its legal victory
    Ripple’s legal chief said a US court’s rejection of a proposed XRP settlement with the Securities and Exchange Commission (SEC) does not pose a threat to Ripple’s win. Judge Analisa Torres of the US District Court for the Southern District of New York rejected a joint Ripple-SEC motion seeking an indicative ruling on their proposed settlement, according to a filing on May 15. Ripple’s chief legal officer, Stuart Alderoty, said the rejection does not reverse the company’s victory in the case. The company announced the end of the lawsuit on March 19. Source: Stuart Alderoty Alderoty stressed that the latest court decision does not change the fact that XRP (XRP) is not a security, adding that the rejection is related to “procedural concerns with the dismissal of Ripple’s cross-appeal.” Why di…
    Bitcoin treasury pivot lifts luxury watchmaker’s stock more than 60%
    Shares of luxury watchmaker Top Win surged more than 60% in premarket trading after the company said it would adopt a Bitcoin accumulation strategy and had changed its name to AsiaStrategy. In a May 16 announcement, AsiaStrategy said it is partnering with Sora Ventures to adopt a Bitcoin (BTC) treasury strategy. Sora previously partnered with Metaplanet in 2024 to create Japan’s first corporate Bitcoin treasury. The stock market took immediate notice of the announcement. Top Win stock closed the trading day at $7.50 on May 15, but traded at $12.12 in premarket at the time of writing — a jump of over 60%. Top Win share price. Source: Google Finance AsiaStrategy’s luxury watchmaking business will continue alongside its Bitcoin accumulation strategy, rather than a full pivot. Related: Jim Ch…
    Bitcoin treasury pivot lifts luxury watchmaker stock more than 60%
    Luxury watchmaker Top Win has rebranded to AsiaStrategy and is adopting a Bitcoin accumulation strategy. In a May 16 announcement, AsiaStrategy said it is partnering with Sora Ventures to adopt a Bitcoin (BTC) treasury strategy. Sora previously partnered with Metaplanet in 2024 to create Japan’s first corporate Bitcoin treasury. The stock market took immediate notice of the announcement. Top Win stock closed the trading day at $7.50 on May 15, but traded at $12.12 in premarket at the time of writing — a jump of over 60%. Top Win share price. Source: Google Finance AsiaStrategy’s luxury watchmaking business will continue alongside its Bitcoin accumulation strategy, rather than a full pivot. Related: Jim Chanos takes opposing bets on Bitcoin and Strategy The announcement comes just a day aft…
    Here’s what happened in crypto today
    Today in crypto, a new report from Fireblocks shows 90% of institutional players are using or plan to use stablecoins, with banks prioritizing cross-border payments and speed as key benefits, the US Department of Justice (DOJ) added another 12 people to its list of defendants suspected of being involved in a major US crypto racketeering ring, and Coinbase has fired a group of contracted customer support agents allegedly involved in insider phishing attacks that could cost the company up to $400 million. 90% of institutions “taking action” on stablecoins A report from enterprise-grade digital assets platform Fireblocks shows that 90% of institutional players are using or exploring the use of stablecoins in their operations. The report, published May 15, surveyed 295 executives across tradi…
    The emergence of Sonic and what it means for DeFi: Report
    Why did Fantom reinvent itself as Sonic? Fantom was one of the pioneers of the directed acyclic graph (DAG) design for distributed ledgers. It featured fast finality and transaction fees of a fraction of a cent. However, Fantom relied on the Ethereum-derived account storage model and the EVM, which led to bloated storage and slow execution times. To address these bottlenecks and implement numerous other updates, the team behind Fantom rolled out Sonic, a fully independent new blockchain network. A new report by HTX  explores Sonic's technological background, its new tokenomics model and the innovations it brings to DeFi.   Download a full version of the report for free here Sonic’s technical architecture Sonic runs on the proprietary SonicVM execution engine, which dynamically translates E…
    The emergence of Sonic and what it means for DeFi: Report
    Why did Fantom reinvent itself as Sonic? Fantom was one of the pioneers of the directed acyclic graph (DAG) design for distributed ledgers. It featured fast finality and transaction fees of a fraction of a cent. However, Fantom relied on the Ethereum-derived account storage model and the EVM, which led to bloated storage and slow execution times. To address these bottlenecks and implement numerous other updates, the team behind Fantom rolled out Sonic, a fully independent new blockchain network. A new report by HTX  explores Sonic's technological background, its new tokenomics model and the innovations it brings to DeFi.   Download a full version of the report for free here Sonic’s technical architecture Sonic runs on the proprietary SonicVM execution engine, which dynamically translates E…
    51% attack on Ethereum more difficult than on Bitcoin — Justin Drake
    Ethereum Merge architect Justin Drake told Cointelegraph that it would be cheaper to launch a 51% attack on Bitcoin than on Ethereum. Drake said it would be “much cheaper to 51% attack Bitcoin” and that it would cost “on the order of $10 billion.” Drake led work on Ethereum’s proof-of-stake (PoS) implementation and was a principal architect in the Merge (the full PoS transition event). His remarks echo a May 14 X post by Grant Hummer, the co-founder of Ethereum-focused marketing and product company Etherealize. In the post, Hummer said that Bitcoin “is completely screwed because of its security budget.” Hummer claimed it would cost $8 billion to run a successful 51% attack, and said a successful attack is “virtually certain” when the cost slips to $2 billion. A 51% attack occurs when a si…
    51% attack on Ethereum more difficult than on Bitcoin — Justin Drake
    Ethereum Merge architect Justin Drake told Cointelegraph that he believes it would be cheaper to launch a 51% attack on Bitcoin than on Ethereum. Drake said it would be “much cheaper to 51% attack Bitcoin” and that it would cost “on the order of $10 billion.” Drake led work on Ethereum’s proof-of-stake (PoS) implementation and was a principal architect in the Merge (the full PoS transition event). His remarks echo a May 14 X post by Grant Hummer, the co-founder of Ethereum-focused marketing and product company Etherealize. In the post, Hummer said that Bitcoin “is completely screwed because of its security budget.” Hummer claimed it would cost $8 billion to run a successful 51% attack, and he expects a successful attack to be “virtually certain” when the cost slips to $2 billion. A 51% at…
    XRP price path to $3.40 remains intact — Here is why
    Key takeaways: XRP price is forming a bullish V-shaped recovery pattern targeting $3.40. A 53% surge in open interest to $5.06 billion signals bullish sentiment. XRP (XRP) price shows positive signs as a bullish technical pattern emerges on its weekly chart, coinciding with increasing open interest. Increasing OI backs XRP upside XRP price is down 2% over the last 24 hours to trade above $2.40 on May 16, but has gained 13% over the past two weeks as the broader cryptocurrency market recovered and XRP open interest (OI) surged. The OI surged 53% from $3.61 billion to $5.53 billion between May 8 and May 14, before dropping slightly to $5.06 billion on May 16. Futures OI increasing alongside the price indicates bullish sentiment. XRP futures open interest. Source: CoinGlass Historically, s…
    XRP price path to $3.40 remains intact — Here is why
    Key takeaways: XRP price is forming a bullish V-shaped recovery pattern targeting $3.40. A 53% surge in open interest to $5.06 billion signals bullish sentiment. XRP (XRP) price shows positive signs as a bullish technical pattern emerges on its weekly chart, coinciding with increasing open interest. Increasing OI backs XRP upside XRP price is down 2% over the last 24 hours to trade above $2.40 on May 16, but has gained 13% over the past two weeks as the broader cryptocurrency market recovered and XRP open interest (OI) surged. The OI surged 53% from $3.61 billion to $5.53 billion between May 8 and May 14, before dropping slightly to $5.06 billion on May 16. Futures OI increasing alongside the price indicates bullish sentiment. XRP futures open interest. Source: CoinGlass Historically, s…
    Fake Eric Trump-themed token is ‘rug in the making,’ says Bubblemaps
    A fake Eric Trump-themed memecoin launched on Solana’s memecoin launchpad Pump.fun, rose more than 6,200% in the past 24 hours, raising red flags among blockchain analysts who warned of a potential rug pull. A newly-created Eric Trump (ERICTRUMP) memecoin with the token address “jv7d” surpassed $140 million in market capitalization within a day since its launch on May 16, CoinMarketCap data shows. ERICTRUMP/USD, all-time chart. Source: CoinMarketCap  The memecoin’s distribution raises significant red flags that point to a rug pull “in the making,” warned blockchain data platform Bubblemaps in a May 16 X post. Source: Bubblemaps A rug pull typically refers to the sudden removal of liquidity or mass sell-off by token insiders, often resulting in a steep price collapse that leaves retail hold…
    Fake Eric Trump-themed token is ‘rug in the making,’ says Bubblemaps
    A fake Eric Trump-themed memecoin launched on Solana’s memecoin launchpad Pump.fun, rose more than 6,200% in the past 24 hours, raising red flags among blockchain analysts who warned of a potential rug pull. A newly-created Eric Trump (ERICTRUMP) memecoin with the token address “jv7d” surpassed $140 million in market capitalization within a day since its launch on May 16, CoinMarketCap data shows. ERICTRUMP/USD, all-time chart. Source: CoinMarketCap  The memecoin’s distribution raises significant red flags that point to a rug pull “in the making,” warned blockchain data platform Bubblemaps in a May 16 X post. Source: Bubblemaps A rug pull typically refers to the sudden removal of liquidity or mass sell-off by token insiders, often resulting in a steep price collapse that leaves retail hold…
    Warren Buffett exits crypto-friendly Nubank holdings, netting $250M profit
    Key takeaways: Warren Buffett’s Berkshire Hathaway earned $250 million from its complete exit from crypto-friendly Nubank. The decision to divest didn’t appear to be performance-based; Nu Holdings posted record profits in 2024 and Q1 2025. Buffett’s exit aligns with Berkshire’s broader financial sector pullback and growing cash reserve strategy. Warren Buffett, the legendary investor long known for his skepticism toward cryptocurrencies, has fully exited his position in one of Latin America’s most crypto-friendly banks, Nubank, before his departure from Berkshire Hathaway. Berkshire earns $250 million from crypto investments A May 15 filing with the US Securities and Exchange Commission (SEC) confirmed that Berkshire has liquidated its positions in Nubank’s parent firm, Nu Holdings, en…
    Warren Buffett exits crypto-friendly Nubank holdings, netting $250M profit
    Key takeaways: Warren Buffett’s Berkshire Hathaway earned $250 million from its complete exit from crypto-friendly Nubank. The decision to divest didn’t appear to be performance-based—Nu Holdings posted record profits in 2024 and Q1 2025. Buffett's exit aligns with Berkshire’s broader financial sector pullback and growing cash reserve strategy. Warren Buffett, the legendary investor long known for his skepticism toward cryptocurrencies, has fully exited his position in one of Latin America’s most crypto-friendly banks, Nubank, before his departure from Berkshire Hathaway. Berkshire earns $250 million from crypto investments A May 15 filing with the US Securities and Exchange Commission (SEC) confirmed that Berkshire has completely liquidated its positions in Nubank’s parent firm, Nu Ho…
    AI vibe coding: what it is, why it’s risky, and how to stay safe
    What is AI vibe coding? AI vibe coding is a novel approach to software development that generates advanced, executable code based on well-crafted natural language user prompts.  Yet another innovation fueled by artificial intelligence capabilities, AI vibe coding is proving to be a game-changer, especially for non-technical enthusiasts who can now experiment with software development and contribute to the ever-expanding technology ecosystem. At a fundamental level, AI vibe coding uses advanced machine learning algorithms to interpret natural language instructions and generate corresponding code in the desired software language.  Users can input their requirements in plain language, such as “create a crypto website with a blog section and user logi…
    AI vibe coding: what it is, why it’s risky, and how to stay safe
    What is AI vibe coding? AI vibe coding is a novel approach to software development that generates advanced, executable code based on well-crafted natural language user prompts.  Yet another innovation fueled by artificial intelligence capabilities, AI vibe coding is proving to be a game-changer, especially for non-technical enthusiasts who can now experiment with software development and contribute to the ever-expanding technology ecosystem. At a fundamental level, AI vibe coding uses advanced machine learning algorithms to interpret natural language instructions and generate corresponding code in the desired software language.  Users can input their requirements in plain language, such as “create a crypto website with a blog section and user logi…
    China-linked consumer brand DayDayCook plans to acquire 5,000 Bitcoin
    Mainland China, one of the world’s most restrictive countries toward cryptocurrency, may be inching closer to adoption as a locally operating brand announced a Bitcoin reserve strategy. DDC Enterprise, also known as DayDayCook, a US consumer brand with Hong Kong roots and operations in mainland China, is adopting a Bitcoin (BTC) reserve strategy, CEO Norma Chu announced in a shareholder letter on May 15. As part of the strategy, DDC has acquired 100 BTC for about $10.4 million and plans to accumulate 5,000 BTC in the next 36 months, with 500 BTC targeted by the end of 2025. Chu’s Bitcoin reserve announcement came after the firm posted a 33% revenue increase in 2024, with total revenue amounting to 273.3 million Chinese yuan ($37.4 million), according to its Form 20-F filing with the US Sec…
    China-linked consumer brand DayDayCook plans to acquire 5,000 Bitcoin
    Mainland China, one of the world’s most restrictive countries toward cryptocurrency, may be inching closer to adoption as a locally operating brand announced a Bitcoin reserve strategy. DDC Enterprise, also known as DayDayCook, a US consumer brand with Hong Kong roots and operations in mainland China, is adopting a Bitcoin (BTC) reserve strategy, CEO Norma Chu announced in a shareholder letter on May 15. As part of the strategy, DDC has acquired 100 BTC for about $10.4 million and plans to accumulate 5,000 BTC in the next 36 months, with 500 BTC targeted by the end of 2025. Chu’s Bitcoin reserve announcement came after the firm posted a 33% revenue increase in 2024, with total revenue amounting to 273.3 million Chinese yuan ($37.4 million), according to its Form 20-F filing with the US Sec…
    90% of institutions ‘taking action’ on stablecoins: Fireblocks survey
    Update May 16, 11:24 am UTC: This article has been updated to add comments from Ran Goldi, senior vice president of payments and network at Fireblocks. A report from enterprise-grade digital assets platform Fireblocks shows that 90% of institutional players are using or exploring the use of stablecoins in their operations. The report, published May 15, surveyed 295 executives across traditional banks, financial institutions, fintech companies and payment gateways. Almost half of the respondents (49%) said they already use stablecoins in payments, while 23% are conducting pilot tests and another 18% are in the planning stage. Only 10% of institutions surveyed said they were undecided about stablecoin adoption. “The stablecoin race has become a matter of avoiding obsolescence as customer d…
    90% of institutions ‘taking action’ on stablecoins: Fireblocks survey
    A new report from enterprise-grade digital assets platform Fireblocks shows that 90% of institutional players are either using or exploring the use of stablecoins in their operations. The report, published May 15, surveyed 295 executives across traditional banks, financial institutions, fintech companies and payment gateways. Nearly half of respondents (49%) said they already use stablecoins in payments, while 23% are conducting pilot tests, and another 18% are in the planning phase.’ Only 10% of institutions surveyed said they are undecided about stablecoin adoption. “The stablecoin race has become a matter of avoiding obsolescence as customer demand accelerates and use cases mature,” Fireblocks wrote in the report.  Current stablecoin adoption among institutional respondents. Source: F…
    Central banks testing smart contract toolkit under BIS Project Pine
    Central banks are experimenting with smart contracts to implement monetary policy in tokenized environments, signaling a growing interest in integrating blockchain technology into traditional finance (TradFi). According to a joint research study by the Federal Reserve Bank of New York’s Innovation Center and the Bank for International Settlements (BIS) Innovation Hub Swiss Centre, smart contracts could offer central banks flexible, rapid-response tools in a tokenized financial system. The study, dubbed Project Pine, tested a prototype “generic customizable monetary policy tokenized toolkit” for further research by central banks, according to a BIS report published May 15. “The smart contract toolkit was fast and flexible,” the BIS wrote. “In hypothetical scenarios, the central bank was abl…
    Central banks testing smart contract toolkit under BIS Project Pine
    Central banks are experimenting with smart contracts to implement monetary policy in tokenized environments, signaling a growing interest in integrating blockchain technology into traditional finance (TradFi). According to a joint research study by the Federal Reserve Bank of New York’s Innovation Center and the Bank for International Settlements (BIS) Innovation Hub Swiss Centre, smart contracts could offer central banks flexible, rapid-response tools in a tokenized financial system. The study, dubbed Project Pine, tested a prototype “generic customizable monetary policy tokenized toolkit” for further research by central banks, according to a BIS report published May 15. “The smart contract toolkit was fast and flexible,” the BIS wrote. “In hypothetical scenarios, the central bank was abl…
    Here is why Bitcoin price is stuck below $105K
    Key takeaways: Bitcoin price consolidates as resistance at $105,000 prevents a rally to new all-time highs. Traders are slightly bearish, but historical data suggests a sudden bullish move should not be ruled out. Bitcoin (BTC) price has been consolidating within a roughly $3,500 range over the past seven days as the $105,000 level remains the overhead resistance to break. BTC/USD weekly chart. Cointelegraph/TradingView Bitcoin unable to crack $105,000 Data from Cointelegraph Markets Pro and Bitstamp shows that BTC’s price has been oscillating between its resistance level at $105,000 and $101,500, where it has found support. “$BTC is stuck in a narrowing $101.5K–$104K range,” said Swissblock in a May 16 post on X.  The onchain data provider said that Bitcoin began consolidating after t…
    Here is why Bitcoin price is stuck below $105K
    Key takeaways: Bitcoin price consolidates as resistance at $105,000 prevents rally to new all-time highs. Traders are slightly bearish, but historical data suggests that a sudden bullish move should not be ruled out. Bitcoin (BTC) price has been consolidating within a roughly $3,500 range over the past seven days as the $105,000 level remains the overhead resistance to break. BTC/USD weekly chart. Cointelegraph/TradingView Bitcoin unable to crack $105,000 Data from Cointelegraph Markets Pro and Bitstamp shows that BTC's price has been oscillating between its resistance level at $105,000 and $101,500, where it has found support. “$BTC is stuck in a narrowing $101.5K–$104K range,” said Swissblock in a May 16 post on X.  The onchain data provider said that Bitcoin began consolidating afte…
    Animoca’s Yat Siu says student loans can supercharge DeFi growth
    Bringing student loans onchain would increase the total value locked (TVL) in decentralized finance (DeFi) by more than four times, supercharging the industry, according to Yat Siu, chairman of Animoca Brands. Speaking at Consensus 2025 in Toronto, Siu pointed to the $3 trillion global student loan market as an untapped opportunity for the crypto industry. He said moving even 10% of that market onchain could significantly boost DeFi’s growth. “You basically more than quadruple TVL in all of DeFi,” he said, underscoring how the industry is still in its early stages.  Consensus chairman Michael Lau (left) with Animoca Brands chairman Yat Siu (right) at the Consensus mainstage in Toronto, Canada. Source: Cointelegraph Web3-based education tools to drive crypto adoption Siu said that Web3-base…
    Animoca’s Yat Siu says student loans can supercharge DeFi growth
    Bringing student loans onchain would increase the total value locked (TVL) in decentralized finance (DeFi) by more than four times, supercharging the industry, according to Yat Siu, chairman of Animoca Brands. Speaking at Consensus 2025 in Toronto, Siu pointed to the $3 trillion global student loan market as an untapped opportunity for the crypto industry. He said moving even 10% of that market onchain could significantly boost DeFi’s growth. “You basically more than quadruple TVL in all of DeFi,” he said, underscoring how the industry is still in its early stages.  Consensus chairman Michael Lau (left) with Animoca Brands chairman Yat Siu (right) at the Consensus mainstage in Toronto, Canada. Source: Cointelegraph Web3-based education tools to drive crypto adoption Siu said that Web3-base…
    Is XRP price going to crash again?
    Key takeaways: XRP is retesting a falling wedge breakout, which could lead to a rally toward $3.60. Whale wallets are in the red, and history shows this isn’t bullish for XRP price. A breakdown below $1.11 could trigger an inverse cup-and-handle pattern, targeting a sharp drop to $0.50. XRP (XRP) has rebounded by more than 50% in the last five weeks to reach $2.42 on May 16. But the price remains 30% below its January 2025 peak of $3.40, raising concerns of a bull trap. Will XRP’s price sustain the recovery or drop further in the coming days? Let’s examine. Falling wedge retest hints at sharp XRP rally XRP is completing a textbook retest of its falling wedge breakout, according to chartist CW. Often, after the breakout, the price comes back down to “retest” the wedge’s upper trendlin…
    Is XRP price going to crash again?
    Key takeaways: XRP is retesting a falling wedge breakout, which could lead to a rally toward $3.60. Whale wallets are in the red, and history shows this isn’t bullish for XRP price. A breakdown below $1.11 could trigger an inverse cup-and-handle pattern, targeting a sharp drop to $0.50. XRP (XRP) has rebounded by more than 50% in the last five weeks to reach $2.42 on May 16. But the price remains 30% below its January 2025 peak of $3.40, raising concerns of a bull trap. Will XRP’s price sustain the recovery or drop further in the coming days? Let’s examine. Falling wedge retest hints at sharp XRP rally XRP is completing a textbook retest of its falling wedge breakout, according to chartist CW. Often, after the breakout, the price comes back down to “retest” the wedge’s upper trendlin…
    Bitcoin hitting $220K ‘reasonable’ in 2025, says gold-based forecast
    Key points: New Bitcoin price targets leverage interplay with gold to deliver $200,000 and higher this year. Bitcoin price cycles remain in focus as part of the BTC price “power curve” model. Eating gold’s market cap could propel BTC/USD to nearly $1 million by the decade’s end. Bitcoin (BTC) has a “decent chance” of hitting $250,000 or more in 2025 as attention turns to gold copycat moves. In his latest analysis, X analytics account Apsk32 argued that the four-year BTC price cycle should provide unprecedented highs this year. Bitcoin “power curve” delivers $200,000+ target Bitcoin following gold to new all-time highs is a popular theory among bulls. Historically, BTC/USD follows XAU/USD higher with a delay of several months. For Apsk32, the implications are considerable this time a…
    Bitcoin hitting $220K 'reasonable' in 2025, says gold-based forecast
    Key points: New Bitcoin price targets leverage interplay with gold to deliver $200,000 and higher this year. Bitcoin price cycles remain in focus as part of the BTC price “power curve” model. Eating gold’s market cap could propel BTC/USD to nearly $1 million by the decade’s end. Bitcoin (BTC) has a “decent chance” of hitting $250,000 or more in 2025 as attention turns to gold copycat moves. In his latest analysis, X analytics account Apsk32 argued that the four-year BTC price cycle should provide unprecedented highs this year. Bitcoin “power curve” delivers $200,000+ target Bitcoin following gold to new all-time highs is a popular theory among bulls. Historically, BTC/USD follows XAU/USD higher with a delay of several months. For Apsk32, the implications are considerable this time …
    Tether AI: What it is and why it matters for crypto and AI
    What is Tether AI? Tether AI is an open-source, decentralized artificial intelligence (AI) platform launched by Tether, the company behind the Tether USDt (USDT) stablecoin. Unlike traditional AI services that depend on centralized servers and require application programming interface (API) keys, Tether AI runs on a distributed peer-to-peer (P2P) network, offering enhanced privacy, autonomy and resilience.  Designed to be modular and composable, Tether AI can operate on any hardware, whether mobile, desktop or edge devices, without centralized control or a single point of failure.  A core innovation of Tether AI is its integration with cryptocurrency infrastructure. It natively supports Bitcoin (BTC) and USDt payments using Tether’s Wallet Developm…
    Tether AI: What it is and why it matters for crypto and AI
    What is Tether AI? Tether AI is an open-source, decentralized artificial intelligence (AI) platform launched by Tether, the company behind the Tether USDt (USDT) stablecoin. Unlike traditional AI services that depend on centralized servers and require application programming interface (API) keys, Tether AI runs on a distributed peer-to-peer (P2P) network, offering enhanced privacy, autonomy and resilience.  Designed to be modular and composable, Tether AI can operate on any hardware, whether mobile, desktop or edge devices, without centralized control or a single point of failure.  A core innovation of Tether AI is its integration with cryptocurrency infrastructure. It natively supports Bitcoin (BTC) and USDt payments using Tether’s Wallet Developm…
    Crypto gaming interest drops in April, overall ecosystem healthier: DappRadar
    Blockchain gaming user activity dipped and funding slowed in April, but the overall ecosystem is healthier and maturing, according to blockchain analytics platform DappRadar. User activity dropped 10% over April, with blockchain gaming reaching a 2025 low of 4.8 million daily Unique Active Wallets, DappRadar analyst Sara Gherghelas said in the platform’s April Games Report. Gaming dominance over the decentralized app industry also fell and is now tied with decentralized finance at 21%.  Gherghelas said it’s clear user attention is shifting away from gaming, but under the surface, new infrastructure went live, major publishers doubled down, and high-quality games edged closer to launch. Source: DappRadar “The blockchain gaming industry isn’t dead — it’s evolving. It’s moving from noise to s…
    Crypto gaming interest drops in April, overall ecosystem healthier: DappRadar
    Blockchain gaming user activity dipped and funding slowed in April, but the overall ecosystem is healthier and maturing, according to blockchain analytics platform DappRadar. User activity dropped 10% over April, with blockchain gaming reaching a 2025 low of 4.8 million daily Unique Active Wallets, DappRadar analyst Sara Gherghelas said in the platform’s April Games Report. Gaming dominance over the decentralized app industry also fell and is now tied with decentralized finance at 21%.  Gherghelas said it’s clear user attention is shifting away from gaming, but under the surface, new infrastructure went live, major publishers doubled down, and high-quality games edged closer to launch. Source: DappRadar “The blockchain gaming industry isn’t dead — it’s evolving. It’s moving from noise to s…
    Starknet hits ‘Stage 1’ decentralization, tops ZK-rollups for value locked
    Ethereum layer-2 scaling platform Starknet has reached a decentralization milestone laid out by Ethereum co-founder Vitalik Buterin and is now the largest zero-knowledge rollup-based network by total value locked. Starknet said in a press release shared with Cointelegraph that it has hit “Stage 1” decentralization, according to a framework Buterin laid out in 2022, which means the network operates with limited oversight or “training wheels.” Starknet added that the framework was the “gold standard onchain tool for analyzing Ethereum scaling solutions,” and said it achieved the milestone through changes such as creating a security council and censorship-avoidance mechanisms.  While the system still allows intervention from a security council, it has implemented a fully functional validity p…
    Starknet hits ‘Stage 1’ decentralization, tops ZK-rollups for value locked
    Ethereum layer-2 scaling platform Starknet has reached a decentralization milestone laid out by Ethereum co-founder Vitalik Buterin and is now the largest zero-knowledge rollup-based network by total value locked. Starknet said in a press release shared with Cointelegraph that it has hit “Stage 1” decentralization, according to a framework Buterin laid out in 2022, which means the network operates with limited oversight or “training wheels.” Starknet added that the framework was the “gold standard onchain tool for analyzing Ethereum scaling solutions,” and said it achieved the milestone through changes such as creating a security council and censorship-avoidance mechanisms.  While the system still allows intervention from a security council, it has implemented a fully functional validity p…
    Stablecoin bill passes in Northern Marianas as House overrides veto
    The Pacific US territory of the Northern Mariana Islands has passed a bill allowing its small constituent island of Tinian to launch a stablecoin, overriding an earlier veto by the territory’s governor. The 20-member Northern Mariana Islands House voted 14-2 to undo Governor Arnold Palacios’ April 11 veto of the bill, which allows the Tinian local government to issue licenses to internet casinos and includes a provision for the Tinian treasurer to issue, manage and redeem a “Tinian Stable Token.”  The territory’s nine-member Senate had revived the bill on May 9, voting 7-1 in a two-thirds majority to override the veto, which then needed a two-thirds majority in the House to pass. Representative Marissa Flores (top left) had urged for “thoughtful deliberation” on the internet gaming and sta…
    Stablecoin bill passes in Northern Marianas as House overrides veto
    The Pacific US territory of the Northern Mariana Islands has passed a bill allowing its small constituent island of Tinian to launch a stablecoin, overriding an earlier veto by the territory’s governor. The 20-member Northern Mariana Islands House voted 14-2 to undo Governor Arnold Palacios’ April 11 veto of the bill, which allows the Tinian local government to issue licenses to internet casinos and includes a provision for the Tinian treasurer to issue, manage and redeem a “Tinian Stable Token.”  The territory’s nine-member Senate had revived the bill on May 9, voting 7-1 in a two-thirds majority to override the veto, which then needed a two-thirds majority in the House to pass. Representative Marissa Flores (top left) had urged for “thoughtful deliberation” on the internet gaming and sta…
    Crypto’s lack of ‘frothy use case’ a good sign: WisdomTree exec
    Jason Guthrie, head of product at asset manager WisdomTree, says he’s optimistic despite a noticeable lack of hype that typically comes along with a crypto bull run.  There hasn't been a “really frothy use case that has typically driven these market cycles previously,” such as initial coin offerings (ICOs), non-fungible tokens (NFTs), or DeFi lending, Guthrie told Cointelegraph at Consensus. “This time, we’ve continued to see the asset class gathering value, we’ve continued to see the companies that are built on this technology, growing revenue, growing client bases, continuing to innovate without really hanging their hat on one of these frankly less than useful use cases,” he said. WisdomTree founder Jonathan Steinberg (left), Jason Guthrie, head of product (middle) and head of digital a…
    Crypto’s lack of ‘frothy use case’ a good sign: WisdomTree exec
    Jason Guthrie, head of product at asset manager WisdomTree, says he’s optimistic despite a noticeable lack of hype that typically comes along with a crypto bull run.  There hasn't been a “really frothy use case that has typically driven these market cycles previously,” such as initial coin offerings (ICOs), non-fungible tokens (NFTs), or DeFi lending, Guthrie told Cointelegraph at Consensus. “This time, we’ve continued to see the asset class gathering value, we’ve continued to see the companies that are built on this technology, growing revenue, growing client bases, continuing to innovate without really hanging their hat on one of these frankly less than useful use cases,” he said. WisdomTree founder Jonathan Steinberg (left), Jason Guthrie, head of product (middle) and head of digital a…
    DOJ charges 12 more gamer-turned $263M Bitcoin robbers
    Another 12 people have been charged for their involvement in a $263 million crypto crime spree that stole 4,100 Bitcoin from a Genesis creditor last August, along with a string of break-ins and money laundering.  The 12 new names, included in a superseding indictment, add to charges originally brought against the main defendant in the case, Malone Lam, on Sept. 19, 2024, the Department of Justice noted in a May 15 statement. Jeandiel Serrano was named a defendant in the initial indictment but was not included in the superseding one. The DOJ said several defendants have been arrested, while two others are believed to be living in Dubai. Many of the suspects, with aliases like “Goth Ferrrari” and “The Accountant,” come from California, mostly aged between 18 and 22.  The group allegedly beg…
    Grok 'white genocide' rant due to unauthorized prompt change: xAI
    Elon Musk’s artificial intelligence firm xAI has blamed an “unauthorized modification” to the Grok chatbot’s response, causing it to generate responses mentioning political and racial tensions in South Africa.  On May 16, xAI provided an update on the Grok AI chatbot’s inflammatory responses, stating that on May 14, “an unauthorized modification was made to the Grok response bot’s prompt on X.” “This change, which directed Grok to provide a specific response on a political topic, violated xAI’s internal policies and core values,” it added. The firm stated that it had conducted a thorough investigation and is implementing measures to enhance the AI chatbot’s transparency and reliability. Grok generated responses on May 14, mentioning a “white genocide” conspiracy theory in South Africa when…
    Coinbase drops 7% on customer breach, SEC probe into user numbers
    Coinbase stock dipped after news broke of a cyberattack that exposed customer data and an ongoing Securities and Exchange Commission investigation over misstated user numbers in 2021. The double whammy of bad news rattled investors as company stock (COIN) slid 7% in a fall to $244 in after-hours trading on May 15, according to Google Finance.   Coinbase stock 24 hours. Source: Google Finance  Coinbase has since confirmed the report from The New York Times, which stated the SEC has been investigating whether Coinbase misstated its user numbers in past disclosures, an inquiry that began during the Biden administration and has continued under the Trump administration. “This is a hold-over investigation from the prior administration about a metric we stopped reporting two and a half years ago,…
    Brazil fintech gets approval to become a Bitcoin treasury company
    Méliuz’s executive chairman says his fintech firm has become Brazil’s first publicly-traded Bitcoin treasury company following shareholder approval, with the firm also announcing it bought $28.4 million worth of Bitcoin to add to its existing stack. “Historic day! Our shareholders have approved, by a wide majority, the transformation of Méliuz into the first Bitcoin Treasury Company listed in Brazil,” Israel Salmen posted to X on May 15. Salmen said the firm snapped up 274.52 Bitcoin (BTC) for an average purchase price of $103,604, achieving a BTC yield of 600%.  Méliuz now holds 320.3 Bitcoin, worth a little over $33 million, with the latest purchase adding to the Brazilian fintech firm’s first purchase of 45.73 Bitcoin on March 6. Details of Méliuz’s latest Bitcoin purchase. Source: Isra…
    AI scammers are now impersonating US government bigwigs, says FBI
    Deepfake-assisted hackers are now targeting US federal and state officials by masquerading as senior US officials in the latest brazen phishing campaign to steal sensitive data.  The bad actors have been operating since April, using deepfake voice messages and text messages to masquerade as senior government officials and establish rapport with victims, the FBI said in a May 15 warning.  “If you receive a message claiming to be from a senior US official, do not assume it is authentic,” the agency said.   If US officials’ accounts are compromised, the scam could become far worse because hackers can then “target other government officials, or their associates and contacts, by using the trusted contact information they obtain,” the FBI said.  As part of these scams, the FBI says the hackers a…
    Tornado Cash dev Roman Storm trial goes ahead with slight trim
    US federal prosecutors are pressing ahead with their case against Tornado Cash founder Roman Storm, but will drop a small part of their indictment after the Department of Justice rolled back its crypto enforcement last month. Jay Clayton, the acting US Attorney for Manhattan, told federal court judge Katherine Polk Failla in a May 15 letter that the charges against Storm still stand, bar one part of a conspiracy to operate an unlicensed money transmitting business charge. “After review of this case, this Office and the Office of the Deputy Attorney General have determined that this prosecution is consistent with the letter and spirit of the April 7, 2025 Memorandum from the Deputy Attorney General,” Clayton wrote. Deputy Attorney General Todd Blanche’s April memo said the Justice Departmen…
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    Huawei is set to unveil its nova 14 series smartphones in China on 19 May 2025, alongside a new MateBook Pro laptop running the recently introduced HarmonyOS PC platform. But those won’t be the only devices on display, as the company has also confirmed the debut of another major product at next week’s event: its […] The post Huawei To Introduce Its First-Ever Foldable Display Laptop appeared first on Lowyat.NET.  ( 15 min )
    Qualcomm Launches Snapdragon 7 Gen 4 Chipset
    Qualcomm has officially announced the latest addition to its mid-range 7 series lineup, the Snapdragon 7 Gen 4. Compared to its predecessor, it delivers a better performance in terms of CPU, GPU, and AI capabilities while introducing some new features. The new chipset is powered by a Kryo CPU with a Prime core clocked at […] The post Qualcomm Launches Snapdragon 7 Gen 4 Chipset appeared first on Lowyat.NET.  ( 16 min )
    Trump Asks Tim Cook To Not Manufacture Apple Products In India
    Speaking at a business summit in Doha, US President Donald Trump revealed that he has asked Apple CEO Tim Cook to stop manufacturing in India and focus instead on increasing production within the United States. This request comes amid Apple’s ongoing strategy to diversify its supply chain, which has seen a growing portion of iPhone […] The post Trump Asks Tim Cook To Not Manufacture Apple Products In India appeared first on Lowyat.NET.  ( 16 min )
    Huawei Watch Fit 4 Series, Watch 5 Coming To Malaysia On 22 May
    Huawei has announced the debut of its brand new lineup of wearables made up of the Watch Fit 4 series as well as the Watch 5. This time around, the former gets a Pro model while the latter only gets one model. The Watch Fit 4 lineup both come with 1.82-inch rectangular AMOLED display with […] The post Huawei Watch Fit 4 Series, Watch 5 Coming To Malaysia On 22 May appeared first on Lowyat.NET.  ( 17 min )
    Foldable iPhone May Replace Pro Max In Annual Apple Lineup
    There have been plenty of rumours surrounding the foldable iPhone, which is only slated for release next year at its earliest. But when it does happen, Apple may be betting big on it being popular, as a report claims that the company may decide to make it a yearly release. It may also take the […] The post Foldable iPhone May Replace Pro Max In Annual Apple Lineup appeared first on Lowyat.NET.  ( 16 min )
    Asus Announces New Lightweight Vivobook S14, S16 Laptops
    Asus Malaysia if officially launching its new Vivobook S14 and S16 laptops. The laptops are the more affordable variants of the Vivobook series, which we covered earlier in the year. Specs-wise, the Vivobook S14 is available with two CPU variants: one with an intel Core i5-13420, and another with the more modern Intel Core Ultra […] The post Asus Announces New Lightweight Vivobook S14, S16 Laptops appeared first on Lowyat.NET.  ( 16 min )

  • Open

    Wisconsin Investment Board sold off its Bitcoin ETF stash
    The State of Wisconsin Investment Board (SWIB), which oversees the state’s retirement funds, unloaded its shares in BlackRock’s iShares Bitcoin Trust ETF (IBIT) during the first quarter, filings show. The Wisconsin Investment Board reported no spot Bitcoin ETF positions in its 13F filing to the US Securities and Exchange Commission on May 15, liquidating all 6,060,351 IBIT shares it reported holding from the previous quarter.  The more than 6 million IBIT shares are worth around $355.6 million at current prices. SWIB was one of the first state investment funds to provide Bitcoin exposure to US retirees when it bought $164 million worth of Bitcoin ETFs in Q1 2024 — the same quarter the Bitcoin products launched. Source: Julian Fahrer The mass sell-off comes only a quarter after SWIB reporte…
    Legacy forex, payments platforms ‘hate’ stablecoin adoption — Kevin O’Leary
    Global foreign exchange and payments platforms are lobbying hard against stablecoins, which stand to significantly disrupt their business models, investor Kevin O’Leary said during a keynote address at Consensus 2025. Legacy forex and payments platforms often extract large fees for servicing cross-border cash transfers and stand to lose out on revenue if regulated stablecoins become accepted as a cheaper, faster alternative, O’Leary said at the Toronto conference.  “Currency trading is a multi-trillion dollar market — and it’s old and ugly and inefficient,” O’Leary said, adding that “[ t]he biggest threat to that monopoly or oligopoly is a regulated stablecoin.”  “Once that’s approved, the multi-trillion dollar FX market becomes efficient, transparent, and inexpensive,” he said.  Kevin O’…
    Trump’s crypto ties ‘add a certain level of challenge’ to passing bills — Coinbase exec
    Coinbase chief legal officer Paul Grewal addressed some of the concerns raised by US lawmakers and industry leaders around President Donald Trump’s crypto ventures, and how they may affect related legislation. Speaking at the Consensus conference in Toronto on May 15, Grewal said there had been “hiccups” in Congress since the Senate Banking Committee voted to advance the Guiding and Establishing National Innovation for US Stablecoins, or GENIUS Act, in March. Though Grewal said there were disputes over “substantial issues that need to be addressed” in the bill, he hinted that Trump’s involvement in the industry was a “complicating factor.”  “The discussion around the president's support for a certain memecoin or two and other efforts does add a certain level of challenge to the effort to g…
    "The world is trying to hoard Bitcoin right now" — Eric Trump
    There is an ongoing race across the world for Bitcoin accumulation, according to Eric Trump, the second-eldest son of US President Donald Trump. Speaking at a crypto conference in Toronto on May 15, Trump said that from families to government funds, “everybody in the world is trying to hoard Bitcoin right now.” The remarks came during a panel at Consensus 2025. Sharing the stage with Asher Genoot, the CEO of Bitcoin (BTC) mining company Hut 8, Trump said Bitcoin adoption has been incredible. “I'm traveling. I'm on a plane. Everybody in the world is trying to hoard Bitcoin right now. Everybody. I hear it from sovereign wealth funds. I hear it from the wealthiest families. I hear from the biggest companies.” Asher Genoot and Eric Trump at Consensus 2025. Source: Cointelegraph Trump describ…
    Bitcoin traders’ evolving view of BTC’s role in every portfolio bolsters $100K support
    Key takeaway: Bitcoin’s struggles to overtake the $105,000 level as US macroeconomic headwinds remain a challenge. Steady inflows from institutional investors and the strength of the $100,000 support point to growing confidence in Bitcoin. Bitcoin (BTC) has struggled to break above $105,000 since May 10, leading traders to question whether the bullish momentum has faded. Although BTC managed to reclaim the $104,000 level, demand for leveraged long positions has dropped sharply, as indicated by the decline in the Bitcoin futures premium.   Bitcoin 2-month futures annualized premium. Source: laevitas.ch On May 14, the annualized Bitcoin futures premium peaked at 7%, but then fell to 5%, which is near the neutral-to-bearish threshold and matches the level seen four weeks ago when BTC tra…
    Asset tokenization expected to speed capital flows, says Chainlink's Nazarov
    Asset tokenization is set to accelerate the movement of capital across traditional markets, according to Chainlink co-founder Sergey Nazarov. Speaking with Cointelegraph at Consensus 2025 in Toronto, Nazarov said the shift will boost capital velocity in asset classes such as treasuries, equities, private credit, commercial debt, and real estate. "I think that there are two sides to this equation. One is the asset, and the other one is the payment. So, you need more high-quality assets onchain, but you also need more frictionless payments that existing institutions can use easily," Nazarov said on May 14. The remarks came on the same day Chainlink announced a partnership with Kinexys, a blockchain network for institutional-grade tokenized assets by JP Morgan, and digital asset firm Ondo Fi…
    Bitdeer Q1 revenue falls more than 40% year-over-year
    Bitdeer Technologies Group reported a 41% year-over-year drop in revenue to $70.1 million for the first quarter of 2025, the Bitcoin miner said on May 15.  The Singaporean company clocked an operating loss of $3.2 million for the quarter, down from a $34.1 million profit during the same period last year, its earnings release said.  However, Bitdeer reported a Q1 net income of more than $400 million, largely driven by gains on convertible notes and warrants issued to stablecoin issuer Tether in 2024. Bitdeer’s revenue declines come as miners increasingly expand beyond Bitcoin (BTC) mining and pivot toward supplying high-performance computing (HPC) for artificial intelligence applications.  “As we scale self-mining and execute on our ASIC [mining hardware] roadmap, we are also advancing plan…
    FTX estate to start distributing more than $5B on May 30
    More than two-and-a-half years after filing for bankruptcy, cryptocurrency exchange FTX is moving forward with repaying users who have not had access to their funds. In a May 15 notice, the FTX Recovery Trust announced that it would begin disbursing funds to the second group of parties eligible under the exchange’s reorganization plan. Starting on May 30, FTX will send more than $5 billion to creditors “within 1 to 3 business days” through crypto firms BitGo and Kraken.  In accordance with the reorganization plan, FTX said five groups of “convenience classes” would receive between 54% and 120% distribution of assets. The repayment schedule for the next class of creditors will be “announced in due course,” and the debtors were expected to pay up to $16 billion if all claims were filed. Brea…
    Stablecoin regulation 'next catalyst' for crypto industry — Aptos head
    Stablecoin regulation is “the next catalyst” for the crypto industry and could lead to unprecedented “appetite from institutional investors,” according to Ash Pampati, head of ecosystem at the Aptos Foundation. In an interview with Cointelegraph at Consensus 2025 in Toronto, Pampati said that “the whole world outside of the United States […] has already jumped onto this [stablecoins],” adding that “the US is [...] at the doorstep.” “I really think about new use cases that can emerge because of the borderless nature of stablecoins, because of the efficiency of the dollar onchain,” he said. “If you're trying to send money to your friend in Nigeria, why do you have to go through a bunch of hoops?” Stablecoins are often used to transfer money across borders, as they are easier and cheaper to …
    Solana network activity surge and ‘megaphone’ chart pattern set $210 SOL price target
    Key Takeaways: Solana formed a megaphone chart pattern with a potential $210 price target. Solana’s ecosystem growth highlights renewed investor interest with a $4 billion realized cap increase and 731 million transactions. Solana (SOL) price tested its key resistance at $180 earlier this week, but the altcoin failed to establish a position above the level. Over the past few days, SOL has consolidated above the $170 mark, but prices have dropped 5.65% since May 14. Including the recent minor dip, Solana has formed a megaphone pattern on the 4-hour chart, a classic technical setup indicating increasing volatility. Solana 4-hour chart. Source: Cointelegraph/TradingView The chart illustrates that the megaphone’s upper resistance trendline sits near $185, aligning with immediate resistanc…
    Is Bitcoin price going to crash again?
    Key takeaways: Bitcoin's 36% rebound from $74,500 runs into resistance at $106,000. Bid-side liquidity is staking up on the downside near $93,000. Bitcoin (BTC) price has rebounded by 36% from its April 9, five-month low at $74,500. However, its failure to decisively break above $106,000 has sparked concerns about whether a sharp correction is possible in the coming days. BTC/USD daily price chart. Source: Cointelegraph/TradingView Over 97% of Bitcoin’s holders are now in profit Bitcoin’s recent break above $105,000 saw its price rise above the short-term holder realized price as this cohort of traders flipped some of their unrealized losses into profit.  Data from CryptoQuant reveals that less than 2.8% of Bitcoin investors were still in a position of loss when the price hovered around…
    Canada lags with stablecoin approach, but there’s room to catch up
    The slow adoption of stablecoins in Canada has some local crypto industry observers concerned that the country is falling behind. The Canadian Securities Administrators (CSA) classified stablecoins as “securities and/or derivatives” in December 2022 after the FTX debacle that shook markets and turned many lawmakers against the crypto industry. Regulating stablecoins as a security has seen few local stablecoin issuers arise, but in the United States and the European Union, softening regulations have seen significant growth in the stablecoin market. This makes Canada, observers say, less competitive with other jurisdictions.  Of particular concern is the perceived gap in peer-to-peer (P2P) payments in Canada, which stablecoins are uniquely qualified to fill.  Stablecoins globally have grown …
    Coinbase fires compromised agents in India— Report
    Coinbase has reportedly fired a group of customer support agents following their alleged involvement in social engineering attacks on users. The contracted agents were based in India. According to a May 15 Fortune interview, Coinbase's chief security officer, Philip Martin, said the company flagged customer support contractors who allowed scammers access to user data, suggesting they could be Indian nationals. The CSO’s comments came after some crypto users reeled from attempted phishing attacks using their Coinbase data, which the exchange estimated could cost them between $180 million and $400 million in remediation and reimbursement. Qiao Wang, a core contributor to Alliance DAO, said in a May 15 X post that he may have been a victim of one of these attacks. He said a scammer notified him his Coinbase account had been compromised, asked him to verify his personal information, to which the criminals likely had access through the compromised agents, and requested he withdraw all his funds to a “Coinbase self-custodial wallet.” “I called them out at the end of the call telling them they need to step up their game [...],” said Wang on X. “They told me that had made $7m that day.” Cointelegraph reached out to Martin and Coinbase for comments, but had not received responses at the time of publication. This is a developing story, and further information will be added as it becomes available.
    Spot Bitcoin ETF inflows fall, but BTC whale activity points to bull market acceleration
    Key takeaways: Spot Bitcoin ETF inflows dropped over 90% from $3 billion to $228 million in four weeks. While strong ETF inflows often drive Bitcoin rallies, recent data shows price movements can occur independently. Despite short-term selling pressure, long-term BTC whale buying suggests a potential continuation of the BTC uptrend. The Bitcoin (BTC) market posted a 90+% drop in spot BTC exchange-traded fund (ETF) inflows, falling from $3 billion in the last week of April to just $228 million this week. Historically, a slowdown in ETF inflows has impacted BTC price, notably when daily inflows averaged over $1.5 billion for consecutive weeks. To understand the potential impact on Bitcoin, let’s examine four key periods of significant spot ETF activity and their correlation with BTC pri…
    The AI revolution won’t be centralized — Superior agents are coming for Big Tech’s crown
    Opinion by: Jennifer Dodgson, co-founder of KIP Protocol and Eigenform AI The puppet show is ending. The Brookings Institution found that generative artificial intelligence may disrupt at least 50% of tasks performed by more than 30% of all workers. The same study also estimates that genAI may affect at least 10% of tasks performed by approximately 85% of the human workforce. The TL;DR from these stats? AI’s effects are likely to be both broad and deep. If AI doesn’t already scare you, self-learning AI agents that autonomously achieve goals may fix that. Forget your sanitized ChatGPT conversations and bland AI assistants. Superior agents are AI that autonomously achieve human-set objectives by any means necessary. While OpenAI’s valuation of $300 billion benefits the few rather than the ma…
    What the 10-year Treasury yield means for crypto yields and stablecoins
    Understanding the 10-year Treasury yield: Definition and importance The 10-year Treasury yield is the interest rate that the US government pays to borrow money for 10 years. When the government needs cash, it issues bonds called Treasury notes, and the 10-year note is one of the most watched. The “yield” is the annual return you’d get if you bought that bond and held it until it matures. It’s expressed as a percentage, like 4% or 5%. Think of it as the government saying, “Hey, lend me $1,000, and I’ll pay you back in 10 years with some interest.” That interest rate and the yield move up or down based on demand for the bonds, inflation expectations and the overall economy. Because US Treasurys are considered safe (the government isn’t likely to def…
    Wintermute opens New York office, citing improved US crypto rules
    Wintermute, a London-based algorithmic crypto trading and market-making firm, has opened an office in New York as part of its expansion into the US. Wintermute announced the opening of its New York office on May 15, citing improved regulatory conditions in the world’s largest economy. “As the US takes a friendlier stance on digital assets and institutional adoption accelerates, we moved quickly to establish roots in New York City,” the company wrote in a May 15 X post, adding that the local presence will help them in “contributing to the future regulatory framework.” Source: Wintermute “We’re eager to continue our growth and play an integral role in the U.S. market,” according to Evgeny Gaevoy, CEO of Wintermute. “As a neutral player with deep expertise in all areas of digital assets, we b…
    Tether blacklist delay allowed $78M in illicit USDT transfers: Report
    A lag in Tether’s wallet blacklisting process allowed over $78 million in illicit funds to be moved before enforcement actions took effect, according to a new report from blockchain compliance company AMLBot. Tether’s address blacklisting becomes effective only after a considerable delay from when the process is initiated on Ethereum and Tron, according the report published May 15. “This delay originates from Tether’s multisignature contract setup on both Tron and Ethereum, transforming what should be an immediate compliance action into a window of opportunity for illicit actors,“ the report reads. Tether’s blacklisting procedure is a multi-step process with a first transaction effectively warning of the upcoming blacklisting. First, a Tether administrator multisignature transaction subm…
    Bitcoin mining 2025: Post-halving profitability, hashrate and energy trends
    After the 2024 halving, Bitcoin mining entered its fifth epoch and block rewards were reduced from 6.25 BTC to 3.125 BTC. This forced miners to rethink their operations, optimize efficiency, cut energy costs and upgrade hardware to remain profitable. Cointelegraph Research, with insights from industry experts at Uminers, examines this transformation in its latest report. The analysis covers ASIC efficiency improvements, corporate performance, geographical expansion and new revenue models. As miners adapt, Bitcoin moves into a new era where institutional momentum and sovereign adoption could redefine its role in the global financial system. Download the full report to uncover how miners are navigating this shift and what the future holds for Bitcoin’s mining industry. The mining industry’s …
    Tron’s USDT supply to surpass Ethereum’s with new $1B mint
    Stablecoin issuer Tether minted another 1 billion USDt tokens on Tron, pushing the network’s authorized USDT supply to surpass Ethereum’s. On May 15, blockchain data showed that Tether’s treasury minted $1 billion of its dollar-pegged stablecoin, USDt (USDT), into the Tron network.  As of May 14, Tether’s stablecoin transparency page shows that Tron’s authorized USDT totals $73.7 billion, while Ethereum has $74.5 billion in authorized USDT tokens. If the newly minted tokens are added to the number of authorized USDT assets, Tron’s supply surpasses Ethereum’s.  In terms of circulating supply, Tron also has the lead with $73.6 billion USDT on the network, while Ethereum only has $71.8 billion.  Source: PeckShieldAlert Tether’s USDT mints replenish the company’s token inventory Tether CEO Pao…
    Tariff doubts push NFL, NBA to bet big on digital merch
    As more and more businesses are impacted by tariff volatility, some executives, like Ridhima Kahn, vice president of business development at Dapper Labs, are viewing the assault on the cost of physical goods as another use case for digital markets powered by blockchain to shine. “I’m seeing a lot of brands rethinking where revenue and fan engagement come from,” Kahn said during an exclusive interview with Cointelegraph. “A lot of franchises, like the ones we work with — NBA, NFL, Disney — have already had years of success with digital collection, and we’re seeing a lot of brands express interest in digital collectibles as a way to engage with fan bases at a time when physical costs are riskier and unknown.” Propelling brands to take a deeper look at digital merch is the desire to better un…
    Bitcoin Season 2: Why the next wave of Bitcoin innovation is all about utility
    Bitcoin’s (BTC) next evolution isn’t just about price. It’s about potential.  On this week’s episode of The Clear Crypto Podcast, hosts Nathan Jeffay and Gareth Jenkinson sit down with Isabel Foxen Duke, general partner at Unbroken Chain and longtime Bitcoin advocate, to unpack what she calls “Bitcoin Season 2.” Bitcoin beyond money “Bitcoin Season 2 is really about seeing what we can do with Bitcoin outside of just being money,” said Duke. “What are the broad range of financial use cases for [Bitcoin] other than just being money by itself?” New developments like ordinals, runes, and decentralized financial (DeFi) tools are pushing Bitcoin beyond its traditional identity as a digital store of value. One key innovation under discussion is trustless lending — allowing users to borrow agai…
    6 signs predicting $140K as Bitcoin's next price top
    Key takeaways: Bitcoin’s price is retracing, but strong ETF inflows, high network activity and whale accumulation suggest BTC is on track to $140,000. Spot Bitcoin ETFs saw $2.9 billion in net inflows in two weeks, mirroring past rallies. Declining exchange balances and a rising transaction volume Z-score suggest increasing overall demand. Bitcoin (BTC) price was down 1.4% over the last 24 hours. It traded 6% below its all-time high of $109,000, reached on Jan. 20. Nevertheless, several fundamental, onchain and technical metrics suggest that Bitcoin’s upside is not over. Spot Bitcoin ETF inflows mirror past BTC rallies Bitcoin’s latest recovery was accompanied by strong investor appetite for spot Bitcoin exchange-traded funds (ETFs), which recorded $2.9 billion in net inflows over the …
    Bahrain-based AlAbraaj Restaurants adopts Bitcoin treasury strategy
    A Bahrain-based, listed catering company with a $24.2 million market cap has adopted a Bitcoin treasury strategy in partnership with investment firm 10X Capital. According to a May 15 announcement, AlAbraaj Restaurants Group partnered with 10X Capital to adopt a Bitcoin (BTC) treasury strategy similar to top corporate BTC holder Strategy (previously known as MicroStrategy). The firm also aims to explore Sharia-compliant access to Bitcoin for the Islamic world. “Our initiative to become a Bitcoin treasury company reflects our forward-looking approach and our commitment to enhancing shareholder value,” said Abdullah Isa, head of AlAbraaj’s Bitcoin Treasury Committee. Isa added that the company believes “Bitcoin will play a central role in the future of finance.” He cited Strategy’s legacy as…
    Bitcoin to $1M by 2028 as Hayes tells Europe to ’get your money out’
    Key points: US treasuries and foreign capital “repatriation” make a recipe for $1 million BTC, says Arthur Hayes. Europeans face tightening capital controls, inviting a recommendation to take back control of personal funds. Seven-figure BTC price targets are already gaining traction. Bitcoin (BTC) will shoot to $1 million in just three years thanks to global macroeconomic shifts, Arthur Hayes forecasts. In his latest blog post released on May 15, the former CEO of crypto exchange BitMEX doubled down on his sky-high BTC price prediction. Hayes: $1 million Bitcoin due “between now and 2028” Bitcoin has two giant tailwinds that will help propel it to seven digits in just a few years. For Hayes, shifting capital controls worldwide, as well as US treasury “devaluation,” mean that Bitcoin wi…
    Jim Chanos takes opposing bets on Bitcoin and Strategy
    Prominent short-seller Jim Chanos, once a vocal critic of Bitcoin and cryptocurrencies, revealed a new trading play that involves shorting shares of Strategy (formerly MicroStrategy) and buying Bitcoin. At the Sohn Investment Conference in New York, Chanos told CNBC he’s “selling MicroStrategy stock and buying Bitcoin.” The investor described the move as buying something for $1 and selling something for $2.50, referring to what he sees as a significant price mismatch. Chanos argued that Strategy is selling the idea of buying Bitcoin (BTC) in a corporate structure, and that other companies are following suit in hopes of receiving a similar market premium. Chanos said this was “ridiculous.” He described his trade as “a good barometer of not only just the arbitrage itself, but I think of reta…
    Stablecoins seen as ideal fit for real-time collateral management
    Cryptocurrencies and stablecoins are gaining recognition in the traditional finance (TradFi) space for their ability to streamline payments and increase efficiency in existing financial systems In finance, collateral management refers to the process of managing the underlying collateral securing other financial transactions, such as loans or derivatives, to mitigate credit risks and ensure smooth transactions. Digital assets like stablecoins are the “perfect” financial instrument for real-time collateral management, according to a recent pilot by DTCC Digital Assets, which suggests that digital assets, particularly stablecoins, could modernize and simplify this critical function. “Digital assets really are the perfect use case for collateral management, whether it be uncleared derivatives,…
    Coinbase faces $400M bill after insider phishing attack
    Coinbase, the world’s third-largest cryptocurrency exchange, was hit by a $20 million extortion attempt after cybercriminals recruited overseas support agents to leak user data, the company said. According to a May 15 blog post, Coinbase said a group of external actors bribed and coordinated with several customer support contractors to access internal systems and steal limited user account data. “These insiders abused their access to customer support systems to steal the account data for a small subset of customers,” Coinbase said, adding that no passwords, private keys, funds or Coinbase Prime accounts were affected. Less than 1% of Coinbase’s monthly transacting users’ data was affected by the attack, the company said. Source: Coinbase After stealing the data, the attackers attempted to …
    Is the XRP price rally over for now?
    Key takeaways: XRP forms a double top and rising wedge, signaling short-term downside risk toward $1.94. NUPL indicates traders are in denial, resembling past pre-crash phases. Long-term charts still point to bullish targets between $3.69 and $17. XRP (XRP) has rebounded by more than 50% in a month after forming a local low at $1.80. Improving risk appetite and prospects of an “altseason” have boosted its price. Could XRP rally further from current levels or risk a pullback in the coming days? Let’s examine. XRP “double top” pattern hints at sell-off XRP formed a double top near $2.65, signaling a possible trend reversal. The pattern includes two clear peaks and a neckline around $2.47. After the second peak, XRP dropped below the neckline, confirming the bearish setup. XRP/USD four-…
    Pi Network to invest $100M in startups building blockchain apps
    Mobile-first blockchain Pi Network has launched a $100 million fund to invest in initiatives built on its infrastructure. According to a May 14 announcement, the Pi Foundation is launching Pi Network Ventures with an initial investment of $100 million in Pi (PI) tokens and US dollars. The fund will invest in startups and businesses building on Pi Network or contributing to its broader ecosystem. “This strategic program intends to invest in high-quality startups and companies across sectors, driving innovation and ecosystem growth,” Pi Network said in an X post. Source: Pi Network The Pi Foundation, the organization behind Pi Network, is described as an “ownerless” entity focused on supporting long-term ecosystem development. The foundation said the new venture fund will draw from the 10% o…
    Pareto launches synthetic dollar backed by private credit
    Private credit marketplace Pareto has introduced a new synthetic dollar aimed at linking institutional investors with decentralized finance (DeFi) opportunities — a move that highlights the expanding role of stablecoins in global finance. The newly launched USP synthetic dollar is fully backed by real-world private credit, Pareto told Cointelegraph on May 15. To mint USP, users must deposit stablecoins such as USDC (USDC) and USDt (USDT), which are then held as collateral. “USP is backed 1:1 by the stablecoins used during the minting process,” Pareto co-founder Matteo Pandolfi told Cointelegraph in a written statement. The deposited funds are placed into Pareto’s credit vaults and lent to what the company describes as “vetted institutional borrowers,” generating yields for participants. To…
    Ukraine strategic Bitcoin reserve bill reportedly in final stages
    Ukraine is reportedly moving closer to adopting Bitcoin as a national reserve asset, a move that could bolster its financial resilience amid the ongoing war with Russia. Lawmakers are reportedly working on a Bitcoin (BTC) national reserve proposal, with a draft bill in its final stages, according to Yaroslav Zhelezniak, a member of parliament who confirmed the plan to local media outlet Incrypted. The proposal was announced during the CRYPTO 2025 conference in Kyiv on Feb. 6. “We will soon submit a draft law from the industry allowing the creation of crypto reserves,” Zhelezniak said. Cointelegraph reached out to Zhelezniak for comment on the bill’s status but had not received a response by publication. Related: Bitcoin treasury firms driving $200T hyperbitcoinization — Adam Back Bitcoin…
    Coinbase’s x402: Crypto payments over HTTP for AI and APIs
    What is HTTP 402, and why does it matter? The web was not really built with payments in mind, especially not for autonomous agents or machines. But with the rise of AI and decentralized finance (DeFi), the need for seamless, native digital payments has never been more urgent.  Coinbase x402 announced a new open protocol designed to let APIs, apps and AI agents pay instantly using stablecoins like USDC (USDC), all via the familiar HTTP protocol. This isn’t just a product update. X402 revives a long-forgotten piece of internet infrastructure and reimagines it for a future powered by agentic systems and crypto. HTTP status codes: A quick refresher Understanding HTTP status codes helps clarify how the web communicates behind the scenes. Here are some k…
    Nasdaq-listed BTCS to boost ETH holdings with $57.8M raise
    Publicly traded company BTCS announced a $57.8 million financing agreement led by investment firm ATW Partners to purchase Ether as it expands its blockchain infrastructure strategy.  The Rockville, Maryland-based company announced the deal on May 14, saying that the move will allow it to expand validator node operations and build recurring revenue from Ether (ETH) staking. BTCS CEO Charles Allen said the move follows Strategy’s (formerly MicroStrategy) high-profile Bitcoin (BTC) accumulation blueprint and will leverage Ethereum for long-term growth.  “We are executing a disciplined strategy to increase our Ethereum exposure and drive recurring revenue through staking and our block building operations,” Allen said. Source: BTCS BTCS issues initial $7.8 million convertible notes As part of …
    The value of virtual: Economies are powered by ownership of the intangible
    Opinion by: Yat Siu, executive chairman and co-founder, Animoca Brands A discussion on digital property rights, copyright, intellectual property, the open metaverse, AI and value without physical form. When I attend conferences and similar public events, someone almost always approaches me to ask how cryptographic tokens (fungible or non-fungible) can have value even though tokens are virtual and do not exist in the physical world. It's a surprisingly common question, especially one-on-one. Virtual objects like NFTs and cryptocurrencies are both digital and intangible; their existence is not based in the real (physical) world, and (unlike digital currencies) they generally do not have backing by real-world institutions.  The ability to have value (specifically, monetary worth) is crucially…
    Bitcoin looks 'ridiculous' as bulls attempt $2T market cap flip — Analyst
    Key points: Bitcoin has a fight for both $100,000 and a $2 trillion market cap on its hands this month. Dips below six figures are “easily possible,” analyst Filbfilb says, but the odds are stacked in bulls’ favor. ETH/BTC needs to hit the 0.03 inflection point as part of an altcoin comeback. Bitcoin (BTC) is poised for expansion with BTC price action rarely more “bullish-looking,” a popular analyst says. In his latest commentary on X, popular market analyst Filbfilb revealed a key support battle now underway on BTC/USD. Filbfilb on $100,000 battle: “This time is no different” Bitcoin has begun to consolidate after making rapid gains this month, with the area just north of $100,000 seeing “choppy” BTC price moves. For Filbfilb, however, current market behavior is about more than simply…
    Why is Ethereum (ETH) price down today?
    Key takeaways: Ether’s price fell over 4% to $2,575 on May 15, mirroring similar downward moves across the wider cryptocurrency market. Long liquidations and a drop in open interest facilitated ETH’s drop. “Overbought” RSI and technical resistance signal profit-taking. Ether (ETH) price declined by over 4% in the last 24 hours to around $2,575 on May 15. ETH’s drop mirrored similar downside moves elsewhere in the cryptocurrency market, with the total capitalization falling by approximately 2.40% to $3.3 trillion. ETH/USD four-hour chart. Source: Cointelegraph/TradingView Let’s look at some of the factors driving Ether’s price down today. ETH price down as long liquidated, and OI falls Ether’s open interest (OI) has decreased by 4.5% to $31.52 billion over the last 24 hours, according …
    NFT founder stole millions from Bitcoin project, investors allege
    Several investors of a non-fungible token (NFT) project, Hashling NFT, have accused its founder of misappropriating millions of dollars in profits from the project and a closely tied Bitcoin mining operation. According to the May 14 court filing in Illinois, the plaintiffs allege that their former business partner, Jonathan Mills, lied about transferring assets from Hashling NFT and at least $3 million from the Bitcoin mining project to a holding company — Satoshi Labs LLC (formerly known as Proof of Work Labs LLC), which Mills is the founder and CEO of. The plaintiffs have sued Mills for fraud and breach of fiduciary duty, claiming that they have not received any of the equity returns that he supposedly promised.  They also claim to have raised a combined $1.46 million from two NFT drops …
    Sonic Labs wins judgment for Multichain Foundation to wind up
    A Singapore High Court has ruled in favor of Sonic Labs’ motion to force the Multichain Foundation to wind up in an effort to recover funds stolen during a 2023 hack. In the May 9 judgment in the Singapore Supreme Court, Justice Kwek Mean Luck granted a request from Sonic Labs, formerly the Fantom Foundation, to declare Multichain bankrupt and appoint liquidators from global audit, tax and advisory service KPMG. Sonic Labs CEO Michael Kong said in a May 14 statement to X that the team behind the layer 1 Sonic blockchain felt it had no choice but to file a lawsuit to forcibly wind up Multichain because its former employees were being “completely uncooperative” and “hid from victims.” “Going forward, the liquidators can now start working with other parties to initiate the process of trying t…
    Senate removes Trump provisions in push to pass stablecoin bill
    The US Senate could pass a key bipartisan stablecoin bill as soon as next week after removing language targeting President Donald Trump and his family’s sprawling crypto interests. Republican Senator Cynthia Lummis said onstage at an event by Coinbase’s lobbying arm, Stand With Crypto, that she thinks it's a “fair target” to have the Guiding and Establishing National Innovation for US Stablecoins Act, or GENIUS Act, passed by May 26 — Memorial Day in the US. Joining her onstage was Democratic Senator Kirsten Gillibrand, who hinted that the bill’s language was changed to scrap provisions that targeted Trump’s various crypto projects, which include memecoins, a crypto platform, a stablecoin and a crypto mining company that plans to go public, among others. “When this language comes out, peop…
    Telegram shuts the ‘largest darknet marketplace to have ever existed’
    A major Chinese darknet marketplace suspected of facilitating crypto scams and cybercrime has been shut down by the Telegram messaging service, upon which it operated. The internet’s largest illicit marketplace, Haowang Guarantee, formerly Huione Guarantee, said it will shut down following Telegram’s ban of thousands of associated accounts on May 13.  “Since all our NFTs, channels and groups were blocked by Telegram on May 13, 2025, Haowang Guarantee will cease operations from now on,” read the notice on the marketplace website. A report from Wired said that this involved banning thousands of accounts and usernames that served as the infrastructure for the crypto crime marketplace and its vendors. Telegram spokesperson Remi Vaughn told the outlet, “communities previously reported to us by …
    Chainalysis CEO offers a clue into the recent spate of Paris crypto attacks
    Some criminal organizations are yet to receive the memo — crypto is traceable — and could explain the recent string of crypto-related kidnappings, says Chainalysis CEO Jonathan Levin.  Law enforcement has been increasingly successful at tracing stolen funds and crypto ransom payments, resulting in a “lot of arrests,” Levin said during the 2025 Consensus crypto conference, covered by Cointelegraph. “For whatever reason, there is a perception that’s out there that crypto is an asset that is untraceable, and that really lends itself to criminals acting in a certain way,” he said.  “Apparently, the know that crypto is not untraceable hasn't been received by some of the organized crime groups that are actually perpetrating these attacks, and some of them are concentrated in, you know, France, b…
    Coinbase CEO looking at more acquisitions after $2.9B Deribit buy
    Coinbase CEO Brian Armstrong says his firm will continue to look for merger and acquisition opportunities after acquiring crypto derivatives platform Deribit. “We are always looking at M&A opportunities,” said Armstrong on Bloomberg Television on May 14. He added that the firm has a large balance sheet that can be put to use. The firm revealed in its latest revenue report that its balance sheet has strengthened, ending the first quarter with $9.9 billion in US dollar resources. “Part of the benefit of being a public company is, you have a liquid currency to do that,” he said, adding: “We are looking at acquisition opportunities; doesn’t mean we swing at every pitch. We want it to be the right opportunity.” On May 8, the firm announced that it agreed to acquire crypto options trading platfo…
    Europol helps dismantle $23M ‘mafia crypto bank’
    European law enforcement in January arrested 17 suspects of a “mafia crypto bank” who are said to have laundered over 21 million euros ($23.5 million) in crypto for criminal entities in China and the Middle East. The money laundering services were allegedly carried out on behalf of other criminal networks engaged in migrant smuggling and drug trafficking, Europol said in a May 14 statement. Spanish authorities said the criminal organization ran a secret informal money transfer system called hawala and was often compensated in crypto. A total of 17 individuals were arrested — 15 in Spain, one in Austria and one in Belgium — while 4.5 million euros ($5 million) worth of items were seized, including cash, crypto, 18 vehicles, four shotguns and several electronic devices. Of the 4.5 million e…
    Dems seek suspicious activity reports linked to Trump crypto ventures
    US Democrat lawmakers have sent a letter to the US Treasury demanding access to suspicious activity reports (SARs) on several Trump-backed crypto projects as part of the latest probe into the president’s digital ventures.  Penned by representatives Gerald Connolly, Joseph Morelle, and Jamie Raskin, the May 14 letter asks Treasury Secretary Scott Bessent for all SARS filed since 2023 related to World Liberty Financial (WLF) and the Official Trump (TRUMP) token.  Financial institutions in the US must file SARs with the Financial Crimes Enforcement Network, a bureau within the Department of the Treasury, when they detect suspicious activity, including potential money laundering or fraud.  Source: Oversight Committee Democrats The sweeping probe asks for any SARs mentioning WinRed, America PAC…
    eToro jumps 30% on Nasdaq debut after upsized IPO
    Update (May 15, 2:12 am UTC): This article has been updated to add a comment from eToro Australia’s Robert Francis. Crypto and stock trading platform eToro has seen its share price gain nearly 30% during its debut on the Nasdaq after the company made a last-minute boost to its initial public offering. Shares in eToro Group Ltd (ETOR) closed May 14 trading at $67, up 28.9% from its initial offering price of $52, according to Yahoo Finance. It brings the company’s market value to over $5.5 billion. Its stock price shot to a high of $74.26 during the trading day before cooling and has also slightly dipped by 0.7% after the bell to $66.53. EToro shares shot up and then traded sideways on the company’s debut US offering. Source: Yahoo Finance The day before, on May 13, eToro boosted its IPO to …
    eToro jumps 30% on Nasdaq debut after upsized IPO
    Crypto and stock trading platform eToro has seen its share price gain nearly 30% during its debut on the Nasdaq after the company made a last-minute boost to its initial public offering. Shares in eToro Group Ltd (ETOR) closed May 14 trading at $67, up 28.9% from its initial offering price of $52, according to Yahoo Finance. It brings the company’s market value to over $5.5 billion. Its stock price shot to a high of $74.26 during the trading day before cooling and has also slightly dipped by 0.7% after the bell to $66.53. EToro shares shot up and then traded sideways on the company’s debut US offering. Source: Yahoo Finance The day before, on May 13, eToro boosted its IPO to $620 million after pricing its shares above its previously suggested range of between $46 to $50 each.  Initially, t…
    Crypto startups scaring away VCs with 80x valuations: 10T Holdings
    Too many crypto startups are pricing themselves out of venture capital funding by chasing valuations far exceeding their revenues, according to Dan Tapeiro, the CEO of crypto-focused venture capital firm 10T Holdings. “For some reason, founders and CEOs think that they should be raising capital at 50 to 80 times revenue. So that makes it very hard for us to make a return for our liquidity providers,” Tapeiro said while speaking in a panel discussion at the Consensus conference in Toronto on May 14. “So a lot of those deals we just pass almost automatically, even businesses that we really like, we won't invest in if the price isn't reasonable in the beginning.” 10T Holdings has passed on over 200 companies for similar reasons, including the now-bankrupt FTX, BlockFi and Celsius, Tapeiro sai…
    Crypto startups scaring away VCs with 80x valuations: 10T Holdings
    Too many crypto startups are pricing themselves out of venture capital funding by chasing valuations far exceeding their revenues, according to Dan Tapeiro, the CEO of crypto-focused venture capital firm 10T Holdings. “For some reason, founders and CEOs think that they should be raising capital at 50 to 80 times revenue. So that makes it very hard for us to make a return for our liquidity providers,” Tapeiro said while speaking in a panel discussion at the Consensus conference in Toronto on May 14. “So a lot of those deals we just pass almost automatically, even businesses that we really like, we won't invest in if the price isn't reasonable in the beginning.” 10T Holdings has passed on over 200 companies for similar reasons, including the now-bankrupt FTX, BlockFi and Celsius, Tapeiro sai…
    Google search volume for Bitcoin flat as BTC nears new highs — Where are retail investors?
    Key takeaways: Google search data and app rankings show retail Bitcoin investor demand near 6-month lows. Retail investor interest typically peaks 1 week after BTC breaks all-time highs. Bitcoin (BTC) retail traders are known for entering the market during periods of euphoria, typically after strong monthly gains or a new all-time high. This time is no different, with Bitcoin approaching $104,000 on May 14 while general public interest and retail activity continue to lag. Analysts estimate that in 2025, retail investors were the largest net sellers of BTC, while institutions were the main buyers. But if historical patterns hold, a surge in retail appetite is likely to occur about one week after Bitcoin surpasses the $109,350 mark. Source: X/River According to River’s estimates, individu…
    Google search volume for Bitcoin flat as BTC nears new highs — Where are retail investors?
    Key takeaways: Google search data and app rankings show retail Bitcoin investor demand near 6-month lows. Retail investor interest typically peaks 1 week after BTC breaks all-time highs. Bitcoin (BTC) retail traders are known for entering the market during periods of euphoria, typically after strong monthly gains or a new all-time high. This time is no different, with Bitcoin approaching $104,000 on May 14 while general public interest and retail activity continue to lag. Analysts estimate that in 2025, retail investors were the largest net sellers of BTC, while institutions were the main buyers. But if historical patterns hold, a surge in retail appetite is likely to occur about one week after Bitcoin surpasses the $109,350 mark. Source: X/River According to River’s estimates, individu…
  • Open

    DOJ Will Still Pursue Roman Storm Case Despite Blanche Memo, Prosecutors Say
    The Department of Justice said it had reviewed the memo by Todd Blanche with his office.  ( 25 min )
    Dave Portnoy Says Meme Coins Are 'Gambling' and Not Built to Last
    The Barstool founder opened up about the risks and rush of meme coins at a fireside chat with Bullish CEO Tom Farley.  ( 26 min )
    Bitcoin Holds Above $100K, Altcoins Slide as Analyst Sees Crypto Rally Into Summer
    After testing the $100,000 level early Thursday, bitcoin reversed to above $103,000.  ( 24 min )
    PayPal Crypto Head Says Banks Are Needed to Unlock Full Stablecoin Potential
    At Consensus 2025, leaders from PayPal and MoneyGram pointed to regulation, real-world utility and trust as keys to stablecoin growth.  ( 24 min )
    ‘Really Great Example’: Coinbase Praised for Hack Response Amid $400M Crisis
    At a panel at Consensus 2025, TRM Labs' Ari Redbord discussed Coinbase’s response to their recent hack  ( 22 min )
    Senate's New Stablecoin Draft Doesn't Target Trump's Crypto, Tweaks Big-Tech Approach
    A legislative draft obtained by CoinDesk shows a marginally revised version despite Democrats citing "major victories" in the Senate negotiation.  ( 26 min )
    SEC Is Probing Coinbase Over User Number Misstatement Concern
    The investigation began under former SEC Chair Gary Gensler and has continued under the current administration, according to the NYT, which first reported the story.  ( 23 min )
    Eric Trump Says He Got Into Crypto Amid Political Attack, Calls Bitcoin 'Digital Gold'
    He became interested in cryptocurrency when politics connected the Trump family with the crypto community.  ( 27 min )
    Litecoin’s ETF Hopes Rise Even as Price Retreats From $101 Peak
    Heightened volatility sends LTC tumbling from recent highs as traders eye key support levels  ( 23 min )
    Ethereum Meant To Be Alternative, Not Rival to Bitcoin: ETH Co-Founder Anthony Di Iorio
    At Consensus 2025, Ethereum co-founder Anthony Di Iorio reflects on the blockchain’s early days.  ( 22 min )
    Kevin O’Leary: 'I Want More Regulation, And I Want It Now'
    O’Leary predicted that a market structure bill will open the floodgates for institutional investors into crypto: “ ... a trillion dollars will come in ...”  ( 24 min )
    Crypto Exchange CEO's Daughter, Grandson Targeted in Paris Kidnap Attempt
    French Interior Minister Bruno Retailleau said he will meet with French crypto entrepreneurs to discuss how to protect them.  ( 23 min )
    Uniswap (UNI) Falls 6% as Institutions Offload $82M, Still Up 20% in a Month
    Massive exchange deposits signal bearish sentiment as Uniswap's native token breaks critical support levels amid heightened market volatility.  ( 22 min )
    U.S. Senate's Stablecoin Push Still Alive as Bill May Return to Floor: Sources
    The legislation to regulate stablecoin issuers hit a big bump a week ago, but negotiations continued and the latest version may move again.  ( 29 min )
    Smokey The Bera to Make Berachain More Resilient to Crypto Volatility
    Market reflexivity is a big problem in DeFi.  ( 22 min )
    0x Acquires Competitor Flood in Push to Boost Share of $2.3B DEX Aggregator Market
    The acquisition is 0x’s first since the firm’s founding in 2017.  ( 25 min )
    Crypto for Advisors: Stablecoins Explained
    Stablecoins — a tokenized representation of money on-chain that’s taking over traditional financial rails and underpinning crypto trades. Read about where they started and where they are going.  ( 30 min )
    Shiba Inu (SHIB) Price Drops 7% in 24 Hours but Remains Up 25% Over the Past Month
    Meme token faces significant downward pressure amid shifting economic conditions despite positive developments in US-China trade relations.  ( 23 min )
    Coinbase Canada CEO Urges Mark Carney Government to Move Fast on National Crypto Strategy
    Lucas Matheson said Canada risks falling behind as other nations actively shape crypto policies.  ( 26 min )
    Movement Labs Secretly Promised Advisers Millions in Tokens, Leaked Documents Show
    Signed memos reveal that Movement Labs, a Trump-backed crypto startup, offered up to 10% of its token supply to shadow advisers through undisclosed agreements.  ( 31 min )
    Bitcoin, Strategy Confirm Concurrent Bull Cross, Strengthening Uptrend Signal: Technical Analysis
    Bitcoin and MSTR both flashed a bullish signal, indicating a potential major uptrend.  ( 22 min )
    CoinDesk 20 Performance Update: NEAR Drops 5.7% as Index Trades Lower From Wednesday
    Polygon (POL) joined NEAR Protocol (NEAR) as an underperformer, falling 5.6%.  ( 20 min )
    MoonPay Users Can Now Make Stablecoins to Make Payments With Mastercard Partnership
    The partnership is set to allow crypto wallets to issue virtual Mastercards, expanding access to real-world stablecoin payments  ( 21 min )
    a16z Crypto Leads $7M Round in KYD Labs That Aims to Transform Ticketing Industry
    KYD Labs aims to put artists and venues in control, with blockchain-based ticketing boosting sales by 30%.  ( 25 min )
    Bitcoin Backed Token YBTC Comes to Sui as Bitlayer Integrates Its BitVM Bridge to Sui Network
    Peg-BTC (YBTC), the bridged version of BTC, can be deployed in the SUI-based DeFi to generate yield.  ( 24 min )
    Metaplanet’s Leverages Its Bitcoin Stash of Over 5K BTC to Generate Record Profit of $4M
    The company’s aggressive bitcoin accumulation has made it the 11th-largest public company by bitcoin holdings globally  ( 22 min )
    Key Reasons Monero Surge Continues Even as Bitcoin Bulls Take a Breather
    XMR has rallied over 100% since the early April panic selling.  ( 23 min )
    Capital Creeps Back Into Solana as On-Chain Demand Shows Early Signs of Recovery
    Solana has positive realized cap inflows after weeks of bleeding, a potential early signal of revived market conviction.  ( 23 min )
    DEX Aggregator CoW Swap Targets 33% Trading Boost With Collaboration Feature, More Rewards
    The new system will let solvers work together to offer traders the best swaps.  ( 24 min )
    Coinbase Expects to Pay Up to $400M to Customers for Data Breach
    The exchange fired staff involved in the breach on the spot and will press criminal charges.  ( 22 min )
    Crypto Daybook Americas: Retail Shift to Riskier Tokens Jolts Bitcoin, Ether
    Your day-ahead look for May 15, 2025  ( 34 min )
    Crypto Exchanges Flock to List NXPC, Token Surges 115% on $1B Volume
    The NXPC token is developed by NEXPACE, the blockchain arm of South Korean video game developer Nexon.  ( 22 min )
    Telegram Shuts Down 'Largest Illicit Online Marketplace' After Elliptic's Insights
    Telegram has now shut down both Haowang and Xinbi, which processed a combined $35 billion of illicit transactions in stablecoins  ( 22 min )
    Altcoin Season Could Heat Up in June and Drain Part of Bitcoin’s $2T Market Cap, Analyst Says
    Joao Wedson, CEO of Alphractal, predicts a full-blown alt season in June, with BTC dominance already under pressure.  ( 23 min )
    ARK Invest Bought $9.4M Worth of eToro Shares on Trading Platform's Debut
    ETOR closed at $67, nearly 29% higher than its opening price of $52.  ( 21 min )
    Jim Chanos is Buying Bitcoin and Shorting Strategy
    Investor Jim Chanos says Strategy overvalued and is backing bitcoin directly in a long-short strategy  ( 21 min )
    Dogecoin, Cardano and Solana Slump as Crypto Majors See Profit-Taking After Week-Long Rally
    Major tokens slip as traders lock in gains following macro-fueled surge, with market focus shifting to upcoming events.  ( 25 min )
    CFTC's Pham Said to Plot Exit, Agency May Be Left Without a Party Majority
    As Summer Mersinger exits to run the Blockchain Association and Caroline Pham talks of leaving when the new chairman arrives, the commission may fall to two.  ( 26 min )
  • Open

    What is Sui: A Comprehensive Guide to Web3 Scalability
    Explore how Sui Network achieves 300,000 TPS through parallel processing, and its applications in gaming, DeFi, and supply chain management.  ( 9 min )
    AI Meets Blockchain: Transforming Technology for the Next Era
    Discover how AI and blockchain integration enhances security, efficiency, and innovation in healthcare, supply chains, and financial services.  ( 10 min )
    Adventure Layer: AI Native Onchain Games, Unleashed
    Adventure Layer launches layer-2 chain leveraging QuickNode's Rollup-as-a-Service (RaaS) product.  ( 3 min )
  • Open

    Reduce model integration costs while scaling AI: LangChain’s open ecosystem delivers where closed vendors can’t
    Through the LangGraph Platform, organizations can deploy agents with one-click deployment, horizontal scaling to handle “bursty, long-running traffic."  ( 7 min )
    The $1 Billion database bet: What Databricks’ Neon acquisition means for your AI strategy
    Databricks' $1 billion acquisition of Neon highlights how serverless PostgreSQL has become essential for agentic AI development.  ( 8 min )
    From OAuth bottleneck to AI acceleration: How CIAM solutions are removing the top integration barrier in enterprise AI agent deployment
    New CIAM platforms are addressing a significant barrier to enterprise AI adoption: identity management for autonomous agents.  ( 11 min )
    Arm is rebranding its system-on-a-chip product designs to showcase power savings for AI workloads, targeting a surprising sector
    For engineers orchestrating AI pipelines across environments, the modularity and performance tiering within Arm’s new architecture...  ( 8 min )
    You.com’s ARI Enterprise crushes OpenAI in head-to-head tests, aims at deep research market
    You.com launches ARI Enterprise, an AI research platform that outperforms OpenAI in 76% of head-to-head tests and integrates with enterprise data sources to transform business intelligence with 400+ source analysis.  ( 10 min )
  • Open

    🧠 Solana’s Ecosystem: Key Players and How Developers Can Leverage Them
    If you’ve been in Web3 long enough, you’ve probably heard how fast and cheap Solana is. But beyond the buzzwords, what makes Solana truly powerful is its ecosystem—a vibrant network of wallets, protocols, infrastructure tools, and developer resources. In this article, we’ll break down the major players in the Solana ecosystem and show how you, as a developer, can tap into them to build high-performance dApp Before we dive into the ecosystem, here’s a quick refresher: Throughput: Up to 65,000 transactions per second Finality: Sub-second Fees: <$0.001 per transaction Language: Rust (via Anchor) or C (low-level) What makes Solana especially appealing is its monolithic architecture, enabling high-speed, low-latency interactions on a single global state machine. 1. 🔐 Wallets & Auth - Use Case:…  ( 4 min )
    How to Validate Data for BMP Character Encoding in Java?
    Introduction In Java programming, ensuring the integrity of data being inserted into a database is crucial. If your database is set to utf8 encoding, it limits you to characters within the Basic Multilingual Plane (BMP), specifically from U+0000 to U+FFFF. This means that characters beyond this range, such as emoticons and certain rare characters, will not be supported. To maintain this limit without switching to utf8mb4, it’s essential to validate the input data on the backend. In this article, we'll explore effective methods to perform this validation using regular expressions and Java code examples. Why BMP Character Encoding Matters The BMP is the first plane of Unicode, containing the most commonly used characters in modern languages, music notations, and some symbols. Using the utf8 …  ( 5 min )
    Kickstarting a .NET Solution from Scratch with the CLI
    Introduction You can use this article as a cheat sheet or a starting point to mastering the CLI. The CLI is one of the most essential tools in a software engineer's toolbox. As useful as it is, it can feel a little intimidating for many developers (especially on the very first encounter). Others get excited. I remember seeing the terminal for the first time and thinking, "whoa, that looks super cool, I want to master it. NOW!" But the CLI wasn't built to impress or scare anyone (especially not scare). It was designed to make our lives easier by providing the simplest form of interface possible. As developers, we should always strive for simplicity—our job is already hard enough without adding layers of unnecessary complexity. The CLI isn't only about simplicity—it's the universal tool. Y…  ( 7 min )
    Automating My Docker Apache Server with Python
    After building my first Docker project, I knew I couldn’t stop there. The Dockerfile worked perfectly, the image deployed, and Apache ran inside its own containerized environment. But there was still one essential piece missing: 🚀 Automation ✨ So I built it. In my previous article, I walked through setting up a full Dockerized Apache server workflow—building a Docker image, pushing it to Docker Hub, and deploying it in a custom Docker network. You can check out that full breakdown here: 👉 End-to-End Docker Apache Server: Build, Push, and Networked Deploy Docker CLI is great, but typing in the same sequence of commands repeatedly isn’t efficient—especially when you’re building and deploying containers frequently. Using Python (and the official Docker SDK for Python) allows us to: Automate…  ( 5 min )
    Why Doesn't My Android Device Show Up in IntelliJ IDEA?
    If you're experiencing issues with your Android device not showing up in IntelliJ IDEA despite it being recognized via ADB and the command line, you're not alone. This is a common issue among developers using Flutter with various IDEs, including IntelliJ. In this blog post, we will explore the reasons why your Android device might not be appearing in IntelliJ and provide step-by-step solutions to resolve the issue. Understanding the Issue The problem of an Android device not appearing in IntelliJ IDEA while being visible in the command line is often due to a configuration or compatibility issue within the IDE or the device's connection settings. The fact that running flutter devices detects your device suggests that ADB is functioning correctly, and your device is connected. However, integ…  ( 5 min )
    Why Developers Seek an Auth0 Alternative
    Many projects start out happily on Auth0’s free tier (up to ~7,000 MAUs), but the jump to the paid Basic plan—\$525/month for 7.5K active users—can sting fast. Beyond raw cost, teams worry about unpredictable bills, feature lock-ins, and vendor dependence. Cloud-Provider Auth Services AWS Cognito, Azure B2C, Google Identity Platform Virtually free until very high volumes, but may lack out-of-the-box UI customization. Backend-as-a-Service (BaaS) Firebase Auth (free up to 50K users/month) Supabase Auth PocketBase (self-hosted) SSOJet, Clerk.dev, Stytch, Kinde All offer generous free tiers and modern SDKs Self-Hosted Open-Source Keycloak, Ory Kratos, Supertokens, Authgear Full control and zero license fees, at the cost of hosting and maintenance overhead. Build-Your-Own Roll your own JWT-based login (e.g., using Passport.js or a simple email/password flow) Simplest for very small scale but requires ongoing security diligence. Scale & Budget: Calculate total cost at your expected growth, not just free-tier limits. Feature Requirements: Do you need MFA, SSO/SAML, social logins, or multi-tenant support? Maintenance Overhead: Self-hosting shifts burden to your team; hosted solutions offload ops at a price. Vendor Lock-In: Check data export and migration paths—some providers don’t let you export password hashes. Community & Support: A vibrant open-source community (Keycloak, Ory) or strong commercial SLAs (SSOJet, Clerk, Stytch) can save you headaches down the road. By weighing cost, complexity, and required features, you can pick a path that fits both your technical needs and your wallet—whether that’s a serverless BaaS, a self-hosted IAM, or even a custom-built solution. Ref: https://www.reddit.com/r/node/comments/17s0c6c/is_there_a_auth0_alternative_that_is_cost/ "Is there a auth0 alternative that is Cost effective ? : r/node"  ( 3 min )
    How to import Excel to MySQL
    This article will introduce how to import Excel data into MySQL quickly and easily. Here, we prepare an Excel table, as shown below: Open the DiLu Converter tool and create a new database connection firstly. Here we select MySQL database. For a detailed introduction to creating a new database connection, please refer to: Create a new database connection guide After creating a new database connection, click New Import Select the Excel file to be imported and click Start. As you can see, the table fields created by the default are all of the varchar type, which makes the import speed as fast as possible and avoids import failures caused by inconsistency between data and data types. We can also let the tool automatically detect data types . The advantage of this is that the field type can be more consistent with the actual data and make subsequent SQL queries more convenient. Select Rebuild Mode - Select Auto Detect, and click Start to re-import See again We can save the import configuration so that we can repeat the import next time. You can see the saved import in the object interface or under the database connection on the left Next time you open the software, first double-click the connection name to open the connection - double-click the import name to open the saved import. Just click to start DiLu Converter is a powerful automated Excel import and export tool that supports more than 10 databases such as MySQL, Oracle, SQL Server, PostgreSQL, IBM DB2, Access, and Hive. The supported file formats include xls, xlsx, xlsm, xlsb, csv, txt, xml, json, and dbf. Its native user interface brings users a comfortable experience of simplified Excel import and export, making Excel import and export easier than ever before. Whether you want one-click, batch, and personalized import and export, or want to use scheduled tasks to achieve unattended full automation, DiLu Converter can bring you unprecedented productivity improvement. Go to DiLu Converter Official Website  ( 3 min )
    Building High-Performance Smart Contracts on Solana: A Technical Guide for Developers
    Solana stands out in the blockchain world for its blazing speed and throughput. But to truly unlock that power, developers need to rethink how they build smart contracts. This guide breaks down how to write high-performance, scalable smart contracts tailored for Solana’s unique architecture. Unlike Ethereum’s EVM model, Solana is account-based and parallelizable. Programs (smart contracts) are stateless and immutable. Accounts store the state, data, and are passed into programs explicitly. The runtime can process many transactions simultaneously—if they don’t touch the same accounts. ➡️ Implication: Avoid account contention to benefit from true parallel execution. Rust: The primary language for writing Solana programs. Offers performance, safety, and tight control. Anchor: A Rust-based fra…  ( 4 min )
    How to Solve MSVC Pointer to Virtual Method Issue?
    When working with modern C++ standards in MSVC, developers often encounter unexpected behavior when storing pointers to virtual methods in static inline variables, especially concerning issues with function calls and object lifetimes. In this article, we’ll dig into the reasons behind this behavior, particularly in the context of the provided code snippet, and explore solutions and best practices to avoid pitfalls. Understanding the Issue The issue arises from an ABI limitation related to how MSVC handles virtual methods stored in static inline variables. When you attempt to store a pointer to a virtual function in a static inline variable, MSVC incorrectly resolves the function pointer in some instances, subsequently leading to calls to the wrong function or, in some cases, even the destr…  ( 4 min )
    Unveiling the IBM PowerPC Initialization and Boot Software License: A Comprehensive Exploration
    Abstract: This post presents an in‑depth exploration of the IBM PowerPC Initialization and Boot Software License, examining its history, core principles, and its impact on boot software development in open source environments. We discuss its balanced approach to legal protection and community innovation, analyze its application in embedded and enterprise systems, and look into challenges and prospective trends. With practical examples, tables, and expert insights—including comparisons with other open source licenses—this article aims to serve as a holistic resource for developers and legal experts alike. The IBM PowerPC Initialization and Boot Software License has been a cornerstone in boot software development since its inception. This license addresses a critical need: ensuring that th…  ( 9 min )
    How to Troubleshoot VS Code Extension Tests in GitHub Actions?
    When developing a Visual Studio Code (VS Code) extension, it can be frustrating to encounter issues when running integration tests, especially in Continuous Integration (CI) environments like GitHub Actions. If you're building an extension such as Namespacer, which aims to automate namespace fixes in C# files based on project structure, you might face integration test failures unique to the CI environment. This article will explore common reasons for these failures and provide actionable solutions to ensure your tests run smoothly. Understanding the Problem In your case, the integration tests work flawlessly on your local machine but start failing in GitHub Actions. This discrepancy often stems from environmental differences, especially when running in a headless mode. The error output ind…  ( 5 min )
    Account Permission Delegation - Testcases
    Account Permission Delegation - Testcases rippled Testcases Test DelegateSet with permissions field Test DelegateSet skipped before payment Test DelegateSet without permissions field Test DelegateSet with empty list Test DelegateSet with permissions as non json Test DelegateSet by non existing account Test DelegateSet by non existing authorize account Test DelegateSet by account with deposit auth enabled Test DelegateSet and submit different transaction Test DelegateSet and submit transaction as original account Test DelegateSet with same permission Test DelegateSet to self Test DelegateSet with invalid permission[-23131] Test DelegateSet with invalid permission[58E4CD288] Test DelegateSet with invalid permission[] Test DelegateSet with invalid permission[invalid permission3]…  ( 4 min )
    How We Launched 10x Faster in Production
    Hi everyone! I’m Gentian Elmazi, a software engineer with over ten years of experience and co-founder of Infinitcode.com. At our company, we partner with businesses across industries—outsourcing the development of web applications powered by deep tech like AI, NLP, blockchain and so on. From day one, we’ve enforced maintainable, readable, and scalable code. We adopt layered architectural patterns with dependency injection for modularity and testability. For source control, we follow GitHub Flow: feature/* branch → Pull request → Peer review → Merge into dev → Production release The Bottleneck We Hit As our client base and project scope grew, our senior engineers spent roughly 40% of their time on code reviews. Constantly context-switching across multiple repositories…  ( 4 min )
    Unveiling the Historical Permission Notice and Disclaimer: A Deep Dive into Legacy Open Source Licensing
    Abstract: This post examines the Historical Permission Notice and Disclaimer (HPND), an innovative open source and fair code license that preserves the historical integrity of software. We review its origins, core features, legal strengths, and challenges. With an open discussion on its applications in legacy projects and modern software development, we also explore its integration with dual licensing strategies and blockchain-based funding models. By comparing HPND with popular licenses like MIT, GPL, and Apache 2.0, and analyzing insights from community discussions on platforms such as Hacker News and Stack Overflow, we present a comprehensive overview for developers and legal experts alike. Additional perspectives from Dev.to posts further expand on funding trends and the cultural impa…  ( 7 min )
    Kinsing: el minero que afecta a sistemas Linux
    Hace poco, por labores dentro de mi pega (para quienes son de fuera de Chile, "pega" se le dice al trabajo, por ser en el siglo XIX, la principal labor obrera: la pega de adoquines en las calles), estuve investigando, sobre malware de mineria de bitcoins, los cuales usan los recursos de las maquinas infectadas para poder hacer las complejas operaciones matemáticas que permitirían, crear un nuevo bloque del blockchain de esta criptomoneda digital. Este malware se llama kinsing y posee dos procesos, llamados kinsing, que es el principal y kdevtmpfsi. Ambos se esconden en los directorios temporales, intervienen el crontab, especialmente el de apache y se autodescargan, pero además, intenta usar el procolo ssh, buscando replicarse en otras máquinas. Este "minero", no solo ocupa recursos de CPU…  ( 5 min )
    How to Fix JavaScript Functions for Creating and Removing HTML Elements?
    Introduction Creating and removing HTML elements dynamically using JavaScript is a common requirement in web development, but it can be tricky if the code isn't set up properly. In this article, we will explore why the JavaScript functions you've written might not be working as expected and provide you with solutions to get them running smoothly. Understanding the Issue When you're trying to create and remove HTML elements via JavaScript but nothing happens, it often boils down to issues related to timing, incorrect element selection, or function execution errors. In your specific case, you mentioned having a non-existent element with the ID gamespace. It's crucial to ensure that this element is present in your HTML before attempting to manipulate it. Step-by-Step Solution Let's dissect yo…  ( 4 min )
    6 Advanced Security Tips for Front-End Projects with React
    Na era das Single Page Applications (SPAs), segurança no Front-End é um pilar essencial, e muitas vezes subestimado. Neste artigo, você vai aprender seis práticas de segurança inegociáveis para proteger sua aplicação React — sem complicar sua arquitetura. XSS é um dos ataques mais comuns na web. Ele ocorre quando um invasor consegue injetar scripts maliciosos em sua página, geralmente por meio de inputs do usuário. React escapa o HTML automaticamente, evitando que dados dinâmicos sejam interpretados como código. Exemplo seguro: const SafeComponent = ({ userInput }) => ( {userInput} // React escapa automaticamente ); // perigo! Se você realmente precisar usar dangerouslySetInnerHTML, sempre sanitize o conteúdo antes: Voc…  ( 5 min )
    Testing Distributed Micro Services Using XState
    Introduction Distributed micro service architectures bring scalability and modularity, but they also introduce complexity—especially when it comes to testing service orchestration. Coordinating multiple services with asynchronous dependencies, retries, and failure scenarios often leads to fragile or incomplete test coverage. What Is XState? XState is a library for creating, interpreting, and executing finite state machines and statecharts in JavaScript and TypeScript. Instead of manually tracking and updating orchestration state through scattered logic or configuration files, XState lets you describe the allowed states and transitions of your process flow as a first-class data structure. Why does this matter for testing? Because once your orchestration logic is modeled formally, you ca…  ( 5 min )
    Installing/maintaining Ruby on macOS with a script
    Still working on a reinstall, here is my script to setup Ruby on macOS. Prerequisite: rbenv is installed and ready to go; gum is installed. The script to pick a version of Ruby to install and actually installing it is: picked_version=$(rbenv install -l | gum choose) install_ruby() { rbenv install --skip-existing "$picked_version" rbenv global "$picked_version" } gum confirm "Install Ruby version $picked_version?" && install_ruby  ( 3 min )
    The way Registered Agents Assist Business Activities
    Starting a business is an exciting experience, nevertheless you will encounter many compliance obligations that are crucial for compliance and business performance. One of the components in maintaining your business's is the registered agent. This registered agent serves as an official point of contact between your venture with state authorities, managing important documents such as judicial documents as well as regulatory correspondence. This role is essential to ensure your business stays compliant ensuring you never miss key due date. Selecting an appropriate registered agent service can greatly improve your business operations and provide peace of mind. Given various service offerings, ranging from top-tier registered agent services for LLC formation and budget-friendly registered age…  ( 8 min )
    Unveiling Frameworx Open License 1.0: Bridging Fair Code and Open Collaboration
    Abstract This post provides a holistic exploration of the Frameworx Open License 1.0. We delve into its origins, design principles, and detailed features, clarifying how it balances open source collaboration with fair compensation for developers. We outline its background, core concepts, use cases across software sectors, challenges and limitations, and a future outlook on licensing innovations. With clear tables, bullet lists, and carefully woven open source and blockchain references, this technical yet accessible article serves as a definitive guide for developers and decision makers alike. Modern software development increasingly demands a legal framework that not only promotes open collaboration but also protects the rights of contributors. The Frameworx Open License 1.0 is emerging …  ( 8 min )
    How to Set Stop Loss and Take Profit in Python for Trading
    Introduction If you're working on a trading bot with Python and need to set a stop loss and take profit, you might encounter issues while formatting your parameters correctly. In this article, we will discuss how to assign a variable to stop loss and take profit while explaining the potential pitfalls that can arise in the process. Understanding Stop Loss and Take Profit Stop loss and take profit are essential components of risk management in trading. A stop loss automatically sells a position when it reaches a specific price decrease, while a take profit locks in gains by selling when the price reaches a predetermined level. When coding these parameters into your trading API, it’s important to ensure correct JSON formatting to avoid errors. Why the Error Occurs The error you encountered, …  ( 4 min )
    Securing SSH – Disable Root Login, Change Port, Use Key-Based Access
    Table Of Content Introduction Why SSH Needs Protection Disable Root Login Change the Default SSH Port Set Up Key-Based Authentication Summary What I Learned Today Yesterday, I talked about how Linux is secure by design but only if you take action. Today, I’m locking down one of the most important services on any Linux system: SSH Your remote door into the system. If SSH is exposed and misconfigured, it becomes a high-value target for brute-force attacks and exploits. So let’s secure it step-by-step. By default, SSH can: Allow root login Use password authentication Run on the default port (22) This is convenient, but it also makes your system predictable and vulnerable. Why? Allowing root to log in remotely is risky if someone cracks the password, they get full control instantly…  ( 4 min )
    Using Symfony Object Mapper for Laravel Models
    I saw an Object Mapper component is added to Symfony 7.3. Run composer require symfony/object-mapper symfony/property-access to get the needed dependencies. For the people who don't know how Eloquent models work internally. Instead of properties a model class uses an attributes array to identify the fields. I assumed that a custom class that extends PropertyAccessorInterface would be sufficient, because I saw this code in the ObjectMapper class; $this->propertyAccessor ? $this->propertyAccessor->setValue($mappedTarget, $property, $value) : ($mappedTarget->{$property} = $value); So I created the class use Illuminate\Database\Eloquent\Model; use Symfony\Component\PropertyAccess\PropertyAccessorInterface; use Symfony\Component\PropertyAccess\PropertyPathInterface; class ModelPropertyAccess…  ( 5 min )
    From 60 to 25 Hours: Practical Tips for Effective AI-Assisted Development
    TL;DR Cut development time by 60% (from 60 to 25 hours) using AI tools effectively Choose your tech stack yourself - don't let AI make these decisions Set up your project structure manually - AI tends to use outdated packages and weird folder structures Break down tasks into small, specific requests for AI - don't ask it to build entire features at once Provide relevant documentation snippets to help AI understand framework-specific requirements Keep context minimal - attach only relevant files, not entire codebases Start fresh sessions for new features to avoid recurring patterns Always refactor AI-generated code - it tends to be messy and needs cleanup Try different AI models to find what works best for you (Claude, Gemini-2.5, etc.) Bottom line: Use AI to handle tedious tasks while m…  ( 8 min )
    Functional Components vs Class components in React
    Introduction React offers two main ways to define components: Functional and Class-based. Over time, functional components have become the standard, especially with the introduction of React Hooks in version 16.8. In this post, we’ll break down both types, explore their differences, and help you understand when and why to use one over the other. What Are React Components? Components are the building blocks of any React application. Each component represents a piece of UI. There are two primary types: Functional Components Class Components 🔹 Functional Components ✅ Definition import React from 'react'; function App(){ return( Hello World ) } export default App; ✅ Advantages Concise and easier to read No need for this…  ( 4 min )
    How Does an Ai name Generator Work?
    An AI name generator works by using algorithms—often powered by machine learning or natural language processing (NLP)—to create names that meet specific criteria or patterns. Here’s a breakdown of how they typically function: 🔧 1. Input Parameters Type of name (fantasy, sci-fi, business, product, etc.) Gender (for character names) Language or cultural origin Length or syllables Desired traits (e.g., futuristic, elegant, tough) 🧠 2. Model or Algorithm Rule-Based Systems Good for simple, consistent naming schemes. Limited creativity or adaptability. Markov Chains E.g., if trained on Elvish names, it will produce similar-sounding results. Neural Networks / Language Models Understand phonetics, style, and semantic nuances. Capable of generating unique and creative names that still "fit" a theme. Examples: GPT (like me), LSTMs, or transformer-based models. 🧾 3. Filtering and Validation Check for offensive or inappropriate content Filter by length, pronounceability, or domain availability (for businesses) Remove duplicates or overly similar results 🎨 4. Post-Processing Capitalized or stylized Modified for branding (e.g., removing vowels, adding suffixes like "-ify" or "-ly") Example: Take a dataset of known elf names (e.g., from Tolkien or D&D) Learn common phonemes or structures (e.g., soft consonants, vowel-heavy syllables) Generate something like "Elarion" or "Thalindra" Some of the example of toosls are: Elden Ring Name Generator , Tiefling Name Generator , Khajiit Name Generator  ( 3 min )
    How to Correctly Capture Mouse Click Coordinates in C++?
    Introduction Capturing mouse click coordinates in a graphical application can be challenging, especially when translating between different coordinate systems. In your C++ code snippet, you're attempting to project mouse coordinates to a 3D space and find the intersection with a grid plane defined at y = 0. However, you mentioned that the coordinates returned are often incorrect, particularly after camera movements. Let’s break down your code and identify any potential mistakes. Understanding the Implementation The core of your implementation revolves around converting mouse screen coordinates to world coordinates via several transformations. Let's start by revisiting the steps so we can pinpoint the issues. 1. Normalized Device Coordinates (NDC) You're correctly converting mouse coordinat…  ( 4 min )
    Unveiling Fair License: A Comprehensive Exploration of Fair Open Source Licensing
    Abstract This post offers a detailed exploration of the Fair License – a modern open source licensing model aimed at enhancing fairness and developer compensation. We review its background, core concepts, applications, and limitations while comparing it with other popular licenses such as the MIT, GNU GPL, Apache 2.0, and even blockchain-integrated alternatives. Along the way, we weave in insights from notable discussions on platforms like Hacker News and Stack Overflow, as well as from the original Fair License summary. We also touch on funding trends, dual licensing benefits, and future innovations that promise to shape a more equitable open source ecosystem. The world of open source is rapidly evolving. Traditional licenses often fall short in protecting the interests of developers wh…  ( 9 min )
    What it’s like to be a software developer with tinnitus
    First of all, what is it like to have tinnitus? I would say, in short, it sucks. It’s a piece of quality of life that has been lost and you never experience absolute silence again. Can you live with it? Yes! Can you work as a software developer with it? Yes, of course! But it has to be said, a constant, persistent beep is a distraction, especially when a deep focus on a task is needed. I would like to make a few points about how I deal with this, especially when developing software. The first (perhaps most important for me) step in dealing with this was acceptance. In the beginning I felt shame, anger and even fear. However, with the acceptance of this new fact, it got better and my head was clearer again. I looked for nice, relaxing sounds and played them in the background. The beeping is always there, so why not cover it up with something beautiful that you like and brings you joy, I thought to myself. There are countless playlists for all kinds of sounds on the streaming platforms, such as nature and night rain. I take regular breaks and rest my body and mind during this time. In my opinion, a working day, however stressful it may be, should have at least one longer lunch break with fresh air (I’m still working on this). Nevertheless, the lunch break is an integral part of every situation where I don’t think about work for 30 minutes and recharge my batteries. I have already set up my workstation ergonomically. Of course, there’s always room for more. A desk that can be raised and lowered is a great thing. Correct posture is extremely important. I’m still at the beginning in this area and am always looking at where I can improve. Ok ok I know, admittedly sounds, pauses and ergonomics aren’t big new pro tips. I would rather like to say that this impairment loses its power when you exhaust all other possibilities and start optimizing. You should concentrate on the things you can influence and make the best of them!  ( 4 min )
    Efficient Cache Design with Bloom Filters in Go
    In cache design, we often encounter a troublesome problem: a large number of “invalid queries” put tremendous pressure on the database. For example, when a user requests data that doesn’t exist, we typically query the database, which returns “not found.” If there are many such requests, the database gets busy handling these meaningless queries, affecting system performance. So, is there a way to know in advance whether data “might exist” before querying? This is where Bloom filters come into play. Imagine the following scenario: Our system has a cache layer (Redis) and a database layer (MySQL). When a user requests some data, we first check the cache. If it’s a cache hit, we return the result directly. If the data isn’t in the cache, we query the database. If the database doesn’t have it e…  ( 7 min )
    How to Implement CoCreateInstance and Retrieve Object Info in C++
    If you're working with COM (Component Object Model) in C++, you might find yourself needing to understand how to use CoCreateInstance to create COM objects and retrieve information about those objects. In this article, we will discuss what CoCreateInstance is, how it works, and walk through a simple implementation that will allow you to retrieve information about the object created. Understanding CoCreateInstance CoCreateInstance is a function used to create an instance of a COM object. It takes several parameters, including the CLSID of the object you want to create, the IID of the interface you want to use, and the location type (whether you want a singleton or an apartment model). When you successfully create a COM object, you usually retrieve an interface pointer that allows you to int…  ( 5 min )
    Unveiling the EU DataGrid Software License: A Deep Dive into Open Source, Fair Code, and Developer Empowerment
    Abstract: This post examines the EU DataGrid Software License, an influential legal framework that balances open source ideals with fair compensation for developers. We explore its background, core concepts, features, applications, challenges, and future directions. With a technical yet accessible tone, this comprehensive review builds on the original article and integrates additional insights, structured tables, bullet lists, and authoritative hyperlinks to aid developers, legal experts, and digital innovators. The rapidly evolving landscape of open source and fair code licensing calls for clear, robust frameworks that promote collaboration while protecting intellectual property. The EU DataGrid Software License stands as a unique approach, offering transparency, legal clarity, and fairn…  ( 8 min )
    Analysis of Windsurf’s Target Audience Shift
    Introduction https://windsurf.com/blog/windsurf-wave-9-swe-1?_sc=ODEwMDk4MiM0OTY1OTMz This document analyzes the shift in Windsurf’s target audience, as initially proposed by the user: “Cursor is pointing to studes and vibe coders, while Windsurf is becoming a tool more aiming to software engineers that think more like a system engineer or architect.” The analysis evaluates whether Windsurf, an AI-powered integrated development environment (IDE), is moving away from students and less experienced developers toward professional software engineers, particularly those with system engineering or architectural mindsets, and explores the fundamentals supporting this shift. Initial Analysis Fundamentals Supporting the Analysis 1. Windsurf’s Enterprise Focus 2. Introduction of Frontier Models 3. Pr…  ( 5 min )
    Unleashing Local AI - Transform Your Coding Experience with Msty
    In today’s fast-paced software development world, having a trusty coding assistant can make all the difference. Local AI models are gaining traction because they provide quick, offline support while keeping your data secure. Enter Msty, your go-to tool for seamlessly integrating local AI models into your coding workflow. Msty makes it easy to leverage powerful local models like DeepSeek, Mistral, and Gemma. Here’s how to get started: Install Msty: Download Msty App and set it up on your machine or use Msty Studio for a web-based experience. Integrate with VS Code: Choose between using Copilot or the Roo Code extension, both are available in Visual Studio Code. GitHub Copilot is like having a coding partner right by your side. To connect it to your local models: Open Settings in VS Code: Click the gear icon in the bottom left corner and select "Settings." Set Up Your API Provider: Find "Bring Your Own Key" in settings for Ollama and enter the local model endpoint from Msty. Choose Your Model: Go to "Manage Models," select your desired local model, and you’re ready to go! With Copilot, you can ask questions directly in your code editor, making your coding life much easier. Looking for more customization? Try Roo Code, an open-source extension that allows for advanced model fine-tuning. Here’s how to set it up: Install Roo Code: Search for "Roo" in the VS Code extensions tab and install it. Create a Profile: Open Roo Code, click the plus icon, and name setup a new profile (like "Msty"). Connect Your Models: Use the endpoint from Msty, select Ollama as the API provider, and then enter the local model endpoint from Msty to link up your local models. Roo Code offers customizable settings that let you tailor your coding assistant to fit your needs. Using local AI models is a game-changer for developers. With Msty simplifying the process, you can easily integrate tools like GitHub Copilot and Roo Code into your workflow. Dive in, explore these options, and elevate your coding experience with local AI assistance!  ( 4 min )
    Finally someone says it. Remote work only works if you treat it like a real job with real structure.
    Ashkan Rajaee Was Right: You're Not in Control Working Remote Until You Do This Anthony James ・ May 2 #ashkanrajaee #remotework #productivity #startup  ( 3 min )
    Mastering Containers: Unraveling the Power of Orchestration
    Containerization has revolutionized application deployment, but managing containers at scale introduces significant challenges. This article explores the problems faced before container orchestration, explains what orchestration is, how it addresses these issues, and introduces popular orchestration tools, with a focus on Docker Swarm terminology. Before orchestration tools became prevalent, managing containers manually posed several difficulties: Manual Scaling Lack of Fault Tolerance What is Container Orchestration? Container orchestration refers to the automated management of containerized applications. It streamlines the deployment, management, scaling, and networking of containers, enabling efficient operation at scale. Orchestration tools handle tasks such as: Deployment: Automatic…  ( 5 min )
    Authorizing Sport: Firebase + Permit.io
    This is a submission for the Permit.io Authorization Challenge: Permissions Redefined NB: This article was posted after the submission deadline for the Permit.io dev challenge. Finding players for a casual game of soccer can be a headache — organizing who's in, who's out, and when to start often takes more time than the actual match. I built Little League to fix that. This simple web app allows players to queue into 3-a-side soccer matches. The first three players are assigned to Team A, and the next three to Team B, all handled automatically. Each team is given a randomly generated team name using the unique-names-generator package to add some personality and fun to each match. Behind the scenes, Permit.io handles all fine-grained authorization to keep role-based access secure and easy t…  ( 4 min )
    How to Handle Dialog and Back Button Issues in Flutter?
    Introduction In recent Flutter updates, particularly with version 3.29.2 and beyond, some developers are noticing unexpected behavior when dismissing dialogs and using the system back button. The warning log, such as W/WindowOnBackDispatcher(5980): sendCancelIfRunning: isInProgress=false callback=androidx.activity.OnBackPressedDispatcher$Api34Impl$createOnBackAnimationCallback$1@6f8e0ef, typically indicates that there’s an ongoing operation when the back button is pressed. In this article, we'll explore why this issue occurs and how to effectively manage dialog dismissals alongside back navigation to prevent your app from shutting down unexpectedly. Understanding the Issue When you are working on a Flutter application and present a dialog, the app's navigation state can become momentarily …  ( 5 min )
    Event Loop Phases: Microtasks vs. Macrotasks in Depth
    Event Loop Phases: Microtasks vs. Macrotasks in Depth JavaScript, touted for its non-blocking execution model, employs a sophisticated mechanism known as the Event Loop. This mechanism enables asynchronous programming, which is a cornerstone of modern web applications. The Event Loop consists of various phases, with two critical categories of task handling: Macrotasks and Microtasks. Understanding the differences, interactions, and implications of these tasks can deeply influence how developers structure their applications for optimal performance and responsiveness. JavaScript was developed by Brendan Eich in just ten days in 1995, largely influenced by various programming paradigms. Initially, it was designed to facilitate dynamic client-side scripting in web browsers. With the inclusio…  ( 6 min )
    Vibe Coders Are Ruining Software Development And They Don’t Even Know It
    Alright, let’s talk about these so-called “vibe coders.” Yeah, the ones out here opening ChatGPT, typing in “make me a full-stack app with auth and dark mode,” and calling themselves developers. No, bro. You didn’t build anything. You summoned a glorified autocomplete and watched it vomit out some Frankenstein code. And now you’re walking around like you cracked the goddamn Matrix? Give me a break. You think you’re coding because you got something working on localhost? Please. You didn’t learn jack. You don’t know what async even means. You can’t debug your own stack to save your life. One broken import and you’re crying on Twitter like, “why does nothing work 😭?” Let’s get one thing straight: vibe coding is not software development. It’s cosplay. And you’re not a dev. You’re a guy in a d…  ( 5 min )
    Unveiling Blue Oak Model License 1.0.0: A Holistic Exploration of Fair Open Source Licensing
    Abstract: This post explores the Blue Oak Model License 1.0.0—a forward-thinking open source and fair code license. We review its background, core features, practical applications, challenges, and future outlook. Designed to protect developers from exploitation while ensuring sustainability through fair compensation, the Blue Oak license stands as a promising alternative to traditional licenses like MIT and GNU GPL. In this post, we weave in technical insights, tables, and bullet lists to help developers and organizations understand how this license works in today’s ecosystem. Learn more about this comprehensive licensing model by visiting the Original Article. As open source innovation grows, licensing models must evolve. The Blue Oak Model License 1.0.0 is a modern take on fair code lic…  ( 9 min )
    PackSmith: A minimal library for building packages.🚀
    Unlock Lightning-Fast, Hassle-Free JavaScript/TypeScript Package Development Tired of boilerplate draining your precious coding time? You’re not alone. Building reusable, framework-agnostic JS/TS packages should be straightforward. Yet, it quickly becomes a tedious cycle of configuring TypeScript, linters, test runners, bundlers, scripts — and reorganizing folder structures. Every single time. 😩 What if you could cut through the chaos and focus solely on crafting amazing code? That’s why I created PackSmith — a sleek, opinionated, open-source library designed to help you build clean, reusable JS/TS packages at lightning speed. No framework lock-in. No unnecessary fluff. Just pure, developer-friendly simplicity. Think of PackSmith as your fast-track library for crafting utilities, helper…  ( 4 min )
    Feedback imediato: por que o cérebro odeia incertezas 🧠⚡
    Loading, microanimações, estados vazios e validações visuais. Cliquei no botão. Mas… ele funcionou? Enviei o formulário? O carregamento começou? A incerteza gera desconforto. E isso tem base biológica. O cérebro humano é uma máquina de previsões. A cada ação, ele espera uma reação. Quando não há resposta visual (mesmo que sutil), o cérebro entra em estado de atenção incômoda, tentando entender se algo deu errado. Isso aumenta: Carga cognitiva Estresse Abandono de tarefas O bom design responde ao usuário instantaneamente: Botões que mudam de estado ao clicar Loadings que aparecem sem atrasos Animações que confirmam uma ação Erros que surgem com clareza Esses pequenos detalhes dizem ao cérebro: ✅ “Está tudo certo, você pode seguir.” Microinterações são respostas visuais ou auditivas q…  ( 4 min )
    Cursor + LLMs: My Dev Journey from "Wow!" to "WTF?" to "Wait, I Got This!"
    The Honeymoon: Pure Magic First week with Cursor? Mind-blown. "Hey Cursor, make me a dropdown menu with Tailwind." BAM - perfect code appears. Productivity through the roof. Documentation lookups? Gone. Stack Overflow visits? Plummeted. It was like having a 10x developer bestie who never needed coffee breaks or complained about my variable naming. Then our healthcare app got complicated. Simple stuff? Still magic. Complex features? Complete dumpster fire. Take our ActionButtons.tsx component: const handleStartClick = () => { setLocalLoading(true); handleStart(); }; Cursor nailed it. But ask it about offline recording sync with IndexedDB and ServiceWorkers? Chaos. Real conversation: Me: "How do I store encrypted audio blobs in IndexedDB?" Cursor: "Easy! Just use browser.storage.encr…  ( 8 min )
    Step-by-Step Guide: Laravel CI/CD with GitHub Actions
    Continuous Integration (CI) is a must-have for modern web development. It helps you catch bugs early, ensures code quality, and saves you from manual testing headaches. In this article, I’ll walk you through a real-world GitHub Actions workflow for a Laravel project. Whether you’re new to CI/CD or just want to see how it works for Laravel, this guide is for you! GitHub Actions is a free automation tool built into GitHub. It lets you run scripts and commands automatically when certain events happen in your repository—like pushing code or opening a pull request. Our workflow will: Run on every push or pull request to the main or dev branches. Set up a MySQL database for testing. Install PHP and all required extensions. Cache Composer dependencies for faster builds. Install your Laravel app’…  ( 5 min )
    What are the best practices for error handling in C# APIs?
    Introduction Handling errors in a C# API is a crucial aspect of designing robust and user-friendly applications. When errors occur, developers face a decision: should they return error responses immediately or accumulate multiple errors before sending back a response? This article explores the pros and cons of each approach, particularly in the context of using HttpResponseException and ensures best practices are followed. Error Handling Approaches When assessing how to manage API errors, two common approaches emerge: Immediate Response with HttpResponseException Accumulating Errors and Returning them as a List Immediate Response with HttpResponseException In the first approach, the API throws an HttpResponseException as soon as it encounters an error. Here’s a code example illustrating th…  ( 5 min )
    5 developer tools to really step up your workflow
    Here's some few developer tools I've used quite a lot these past few months that has made my workflow way more fast & smooth. Most people choose the git cli over GitHub Desktop. TUI (Terminal UI), so you can easily add changes, make commits, deal with branches, revert & rollbacks, etc. And if you have a server running Git (server with TTY - no GUI), you can easily set lazygit up and use it on the go. Checkout lazygit github for some more idea Similar to lazygit, a TUI manager for docker. After using VScode for years now, I tried using Neovim. If you've heard about Vim, it is notorious for being overly complicated for no reason. write, quit, copy, paste. macros. If you wanna test out vim, would recommend Vim Tutor tool While this is not technically a developer tool, anybody can use it. After jumping from one note to google docs to Notion, I settled into obsidian. Its free, has amazing plugin support, and you get this graph of all the notes you have, that's really cool to watch. Tmux is a "Terminal Multiplexer", so suppose you have ssh-ed into a machine, and want to run two foreground process. How do you do that, both in the same terminal? pseudo terminal". That's just one example. Then switch between these terminals with keybindings, which you can customize. Which one of these do you already use? or suggest more under-rated tools in your arsenal.  ( 4 min )
    The World's First Agentic Mongo GUI
    Introducing ScoutDB: the World's First Agentic Mongo GUI Christian Arredondo ・ May 13 #mongodb #ai #powerfuldevs #webdev  ( 2 min )
    mTLS in OneEntry: When Security Is Not an Option but a Standard
    In today’s web environment, APIs are not just data transmission channels. They function as the nervous system of any digital business. Ensuring the security of such a critical part of business infrastructure is not a secondary concern, but a strategic priority. OneEntry Headless CMS was the first on the market to implement full support for mutual TLS (mTLS) within its platform, one of the most reliable technologies for API protection available today. The primary motivation behind this decision was to address real-world challenges faced by web and mobile development teams, DevOps engineers, and, ultimately, the digital businesses they support. As we know, cyber threats don’t target some abstract concept of “security”. They go after what has real value: Personal customer data: the leakage o…  ( 6 min )
    Azure OpenAI vs Azure AI Search: What’s the Difference?
    As AI tools become more widely adopted, many teams using Microsoft Azure find themselves asking the same question: What’s the difference between Azure OpenAI vs Azure AI Search? Both sound powerful. Both are part of Azure’s AI services. But they serve very different purposes. If you’re building an AI-driven app, chatbot, or search feature, understanding what each tool does and when to use it can save you time and help you build smarter, faster. Let’s break it down. Azure OpenAI Service gives you access to OpenAI’s language models like GPT-4 and GPT-3.5, hosted securely in Azure. These models are designed to understand and generate human-like text, which makes them perfect for tasks like: Answering natural language questions Writing content or summaries Translating text Building chatbots or…  ( 5 min )
    Want to learn about validation in ASP.NET Core with minimal API's? Check this blog!
    Validation made simple! Pascal Vorwerk ・ May 15 #dotnet #programming #minimalapis #beginners  ( 2 min )
    Meet AxonJs: The Express Slayer That Doubles Your API Speed
    Hello developers! 👋 I'm excited to introduce you to AxonJs, a new backend framework designed to simplify and accelerate the development of RESTful APIs. As the creator of AxonJs, I developed this framework to address the complexities and limitations I've encountered with existing solutions like Express.js. AxonJs aims to provide a more structured, performant, and developer-friendly approach to building backend applications. While Express.js has been a staple in the Node.js ecosystem, it often requires additional libraries and boilerplate code to achieve a well-structured application. AxonJs addresses these challenges by offering: Built-in Structure: Encourages a modular architecture with clear separation of concerns. Enhanced Performance: Benchmarks indicate that AxonJs is up to twice as …  ( 4 min )
    Rust in 2025: Did It Finally Overtake C++?
    Since its emergence, Rust has positioned itself as a modern, memory-safe alternative to C++ for systems programming. As we progress through 2025, the question remains: has Rust finally overtaken C++ in adoption, performance, and industry preference? This analysis examines the current state of both languages, benchmark comparisons, and real-world adoption trends while providing actionable insights for developers considering Rust. 1. Adoption Trends: Rust vs. C++ in 2025 Where C++ Maintains Dominance C++ continues to be the backbone of several critical domains due to its maturity and optimization capabilities: Game Development: Engines like Unreal Engine and AAA game studios still rely on C++ for its performance and existing toolchains. High-Frequency Trading (HFT): Financ…  ( 5 min )
    ❌ Top 10 Common Mistakes in Writing Scripts
    ❌ Top 10 Common Mistakes in Writing Scripts Using fixed paths, IPs, or credentials inside the script. ✅ Use variables or config files instead. Assuming user input or arguments are always correct. ✅ Always check for type, format, and range. Ignoring exceptions or command failures. ✅ Use try/catch, if [ $? -ne 0 ], or similar. Leaving behind unused logs, temp data, or cache. ✅ Add cleanup functions or use trap in shell scripts. Continuing the script even when a step fails. ✅ Always check exit codes before moving forward. Using vague variable or function names (x, temp, data1). ✅ Use descriptive and consistent naming. Forgetting loop conditions or exit criteria. ✅ Always define clear limits and break conditions. No comments, no usage instructions. ✅ Add inline comments and a help section (--help flag). Writing credentials directly in the code. ✅ Use environment variables or secure vaults. Running scripts directly in production without testing. ✅ Always test in a sandbox or staging environment first.  ( 3 min )
    Love the comment "(I swear MongoDB and ScoutDB logos look like they just agreed to rescue all devs from query hell)"
    Query MongoDB Like a Human with ScoutDB BHUVANESH M ・ May 15 #mongodb #scoutdb #devtools #nocode  ( 3 min )
    How to Fix Unresolved Reference 'Offset' in Kotlin App
    Introduction If you're building an app in Android Studio and facing the error message, 'Unresolved reference: Offset', you're not alone. This issue commonly occurs when using the Relay plugin to import designs from Figma, and it can be quite frustrating. The IDE (Integrated Development Environment) may suggest an import for androidx.compose.ui.geometry.offset, but this file seems to regenerate with each build, leading to confusion. This piece aims to elucidate why this occurs and how to effectively resolve the problem. Why You Encounter This Issue The 'Unresolved reference: Offset' error typically indicates that the compiler cannot locate the class or library you are trying to utilize. In Kotlin, particularly when dealing with Jetpack Compose, the Offset class is part of the androidx.compo…  ( 5 min )
    Vaudeville Era: A Look Back at Variety Shows and Their Legacy
    The Vaudeville era, a golden age of variety entertainment, holds a special place in the history of American theater and popular culture. Spanning from the late 19th century to the early 20th century, Vaudeville shows combined music, comedy, magic, and acrobatics in an energetic, fast-paced format. These variety performances were integral to the entertainment landscape, influencing modern-day television, theater, and even stand-up comedy. Today, the Vaudeville tradition lives on through the legacy of performers and acts that defined a unique era in the performing arts. Vaudeville was a theatrical variety show that became immensely popular in the United States during the late 1800s and early 1900s. It featured a wide range of acts, from singers and dancers to comedians, magicians, ventriloqu…  ( 6 min )
    Untitled
    Check out this Pen I made!  ( 2 min )
    Detailed Logic for RDF Conversion and Use in RDH (Robust Data Hub)
    Overview While high-level documentation emphasizes the value of RDF in normalizing data, the actual logic and conversion processes remain underexplored. This article addresses these gaps by detailing the methods, tools, and logic used in transforming heterogeneous data into RDF. Each RDF triple consists of: Subject: the entity being described Predicate: the property or attribute Object: the value or another entity Example: "Alice" . Structured Data CSV, SQL Approach: Tools/Techniques: Example: A CSV row: ID,Name,Email 123,Alice,alice@example.com Would convert to: a schema:Person ; schema:name "Alice" ; schema:email "alice@example.com" . Ontology Use: Semi-Structured Data JSON, XML Approach: Tools: …  ( 7 min )
    Azure Service Principle
    When I first encountered the term “Service Principal”, I was completely confused. If you’re getting started with cloud infrastructure, especially in Azure, the concept of a Service Principal can feel vague and overly abstract. You’re not alone — many professionals, especially those coming from traditional development or sysadmin backgrounds, struggle to understand: What exactly is a Service Principal? When and why should you use one? In this post, I’ll break it down in plain language, using real-world example and code snippets— so by the end, you’ll never be confused by the term again. Service Principal is like a user account for apps or services that need to access Azure resources. For example in order to login in the system user need user name and password, similarly its kind of user nam…  ( 4 min )
    Docker Basics: Containerizing Your First Web App
    🐳Docker Basics: Containerizing Your First Web App Ever had a web app work perfectly on your laptop but completely break on someone else’s machine? Welcome to the infamous "it works on my machine" problem. Docker helps you solve that — by letting you package your app, dependencies, and environment into a portable container. In this blog, I’ll walk you through how I containerized a simple Flask web app, step-by-step. What is Docker and Why Should You Care? Docker is a tool that makes it easy to create, deploy, and run applications by using containers. A container bundles everything your app needs to run — code, libraries, and settings — into one neat unit. This means it will behave exactly the same on any machine that supports Docker. If you're a student or grad getting into development, De…  ( 4 min )
    214/365 | ¥10M Job Challenge - Flow Mode Switching
    Switching into Flow Mode In a busy life, carving out time can feel nearly impossible. That’s why it’s essential to find the right way to get into a focused flow state—not only to boost your productivity at work but also to make better use of your limited free time. Choose the right BGM (no vocals, minimal fluctuations) Set clear, small goals—tell yourself exactly what you want to accomplish in the next 30 minutes Once completed, reflect on the next small goal and take a short break Keep both your physical and digital workspace aligned with your next task You’ve got this!  ( 3 min )
    🔥Top 20 Best AI Coding Agents🧙‍♂️
    Hello Devs! 👋 In this article, I’ll be covering some of the best AI coding agents to enhance your daily workflow. Let me know which tools you use the most and share your experiences in the comments! 💬 Let's get started🚀 Qodo- Quality-First AI Coding Platform qodo is a trending tool that developers can use to enhance their coding experience with the power of AI. It is an innovative AI-powered code quality platform designed to enhance the developer's development process. It provides you with smart code analysis, ensuring that the codebase remains clean, efficient, and error-free. ✨Here are some key features of Qudo: ✅ Precise code suggestions: qodo thoroughly analyzes your code, providing tailored suggestions. These include adding docstrings & refining exception handling directly impr…  ( 14 min )
    Kubernetes Security in 2025: Best Practices for Protecting Your Clusters
    Kubernetes is essential for orchestrating containerized applications, but security remains a top concern. Here’s how to ensure your Kubernetes clusters are secure: Use Role-Based Access Control (RBAC) Use Network Policies Enable Audit Logging Regularly Update Kubernetes Use Image Scanning Get Started: We're hiring DevOps Engineers, if you are interested, Register With Us Now!  ( 3 min )
    Custom Form Components in Angular: Avoid These Common Mistakes
    In Angular development, creating custom form components is a powerful way to encapsulate logic and maintain reusable UI elements. However, when integrating these components into Angular’s form ecosystem, many developers ask: ControlValueAccessor , or is *FormGroupDirective * more appropriate for this use case? ✅ Use ControlValueAccessor for Single Form Control Components If your custom component represents a single form control — such as an input field, toggle switch, dropdown, or similar —the correct and most idiomatic approach is to implement the *ControlValueAccessor * interface. You're building a custom input with a prefix and suffix icon: Since this component only handles a single value, ControlValueAccessor is the ideal…  ( 4 min )
    Multiple Django apps on same port
    Introduction The focus of this article is to run multiple services on a single port, such as hosting two websites on port 80 and port 443. As we all know from the facts that in a system there are total 65536 ports that is from 0 - 65535 ports that are being used, out of this many are system reserved ports and only small amount of ports are available on which we can expose services. Such as port 80 for HTTP, 443 for HTTPS, 22 for SSH , 3389 for RDP and so on. By default every system has at least 2 network cards, one is the loopback or the localhost network card (127.0.0.1), and another one would be either WiFi or the LAN network card (192.168.1.1). This can be checked using the command ipconfig if you are using the windows system or if you are Debian/Ubuntu distribution use ifconfig. I h…  ( 4 min )
    Ping! Pop! Pow! Real-Time Security with Suricata, StackStorm & Slack.
    Hey dev.to community! I was recently learning a few SecOps topics and was trying things out with the tool StackStorm (it's basically a ITTT tool for devops) that helps in event-driven automation. So then I thought of why not combine it with the good old Suricata tool and hence this blog... ;) We’ll wire up Suricata (our network IDS) to StackStorm (our event-driven automation engine), so that whenever Suricata spots suspicious traffic, StackStorm picks it up and shoots an alert into Slack. No more manually tailing logs, your chat app becomes your security ops dashboard! So enough talking and let's start doing! Coz I find it. 😂 jk. Yeah even I had this question earlier but later after gpting and trying things out, this seemed way cooler just like a security admin or smth lol. Imo, these ar…  ( 5 min )
    Been a while since I've been here. I'm likely going to start taking college courses to combat my impostor's syndrome. I've been in this game for the better part of a decade now and moved up some ladders, but I never want to be that "expert beginner."
    A post by AndyRosenberg  ( 3 min )
    How to Resolve Operand Type Clash While Backloading SQL Data?
    Introduction When backloading data from a SQL Server table into a DB2 table, you might encounter errors related to null date columns. A common issue is the error message: "Operand type clash: int is incompatible with date". This happens when the data types between the source and destination databases don’t align properly, especially for nullable date columns like ACTUAL_CLOSED. In this article, we'll explore the reasons for this issue and provide effective solutions. Understanding the Issue Why Does the Operand Type Clash Occur? The operand type clash error occurs because SQL Server treats a null date value in certain contexts as an integer zero (0). When this zero gets transferred to DB2, it creates a type inconsistency since DB2 expects an actual date value, not an integer. The use of te…  ( 5 min )
    Salut Courrier! A New Ruby Gem to Send Emails
    This article was originally published on Rails Designer Salut Courrier! 👋 📮 Courrier is a new Ruby gem for sending emails in your apps. You write a class containing the subject, HTML, and plain text content. It then uses the API from your choice of transactional email providers like Mailgun, Postmark, and Resend. ⭐ Go straight to GitHub and give it that star! ⭐ courrier /ku.ʁje/ noun, masculine mail, post (postal items) ▪ le courrier du matin - morning mail ▪ relever le courrier - to collect the mail letter, correspondence ▪ répondre à un courrier - to reply to a letter ▪ courrier électronique - email messenger, courier (person) ▪ courrier diplomatique - diplomatic courier ▪ courrier à vélo - bike courier Courrier is a gem extracted from my own (SaaS) apps. For years it lived as just one…  ( 6 min )
    Standard vs Reasoning Models: The Two Ways AI Solves Problems
    If you've ever wondered how AI actually thinks, you're not alone. Behind the scenes, there are different styles of problem-solving—some fast and instinctive, others slow and logical. In this post, let’s break down two core approaches: Standard models (the quick responders) Reasoning models (the step-by-step thinkers) Feature Standard Models Reasoning Models How they solve tasks Use patterns to guess the answer Break tasks into steps and follow logic Good at Chat, summaries, common facts Math, planning, debugging, tricky logic Speed Fast Slower Debuggability Hard to trace Easier (you can follow the thinking) Standard models (like GPT-2 or early chatbots) work by recognizing patterns. They’ve been trained on huge datasets and try to predict the next word or token based on eve…  ( 4 min )
    Week 3 of Web Dev
    Hey devs! 👋 Despite my final exams, I’ve stayed on track with consistent small wins every day — and the progress feels amazing! 💪 📚 What I Learned This Week 🔹 Day 16: Fonts in CSS @import. Google Fonts is a game-changer! 🔹 Day 17: Font Properties 🔹 Day 18: CSS Box Model 🔹 Day 19: Motivation Meme Project 🔹 Day 20: Margin & Padding 🔹 Day 21: Combining Selectors 🧠 Key Takeaways Consistent styling with fonts and spacing improves user experience. Mini-projects reinforce learning by bringing concepts together. ⚡ Challenges I Faced 💬 Question for You What was the most confusing part of CSS when you started? Let’s share our stories and learn from each other — I’d love to hear your experience! 🚀  ( 3 min )
    Catching Secrets Early: A Lightweight Build-Time Tripwire for Vite
    Ever pushed an API key to production? Don’t lie—we’ve all done it. Here’s how to make sure it never happens again, using a 10-line Vite plugin. Secrets don’t belong in your codebase. Not in a commit, not in a PR, and definitely not in production. And yet, it happens—a quick console.log() with an API key, a test token dropped into a config file, a placeholder password that never gets removed. Days later? Still there. Weeks? Maybe it even gets pushed to production. I've heard more than one story of dev teams scanning older, inherited codebases—only to find hardcoded API keys sitting in plain text. These weren’t new mistakes, they’d been buried for years. It’s a reminder that even quiet, untouched code can hide serious risks. Let’s talk about how to catch this stuff early, right in your Vite …  ( 5 min )
    Compatibility Testing in Software: The Blind Spot in Load Testing
    Introduction As someone with nearly twenty years of experience, I've helped teams understand how their systems perform under pressure. I can tell you this: most load tests don’t fail because there aren’t enough users. And one of the biggest blind spots? Compatibility. You can run a well-designed test, simulate 10,000 users, and hit all your APIs. But you might still miss that your front-end has issues on Safari. Or, your mobile users can’t finish the checkout process. This isn’t just about performance. It’s also a compatibility problem. When you add more users, this issue becomes a performance problem. In the early days of testing, compatibility was about making sure your layout didn’t break in Netscape. As applications changed to single-page apps, mobile-first designs, and multi-device…  ( 6 min )
    "That's not what I meant." - Every designer, ever. Well let's fix that!
    👀 Attention - Designers, Devs, and product folks I need your input! I'm researching why design-to-dev handoffs still break down, especially when it comes to behavior, interaction, and intent. If you've ever dealt with: specs that go out of date devs building "what they think you meant" fuzzy behavior and inconsistent components ....I'd love to hear from you! https://forms.gle/JdrNnUjf8w4xxUhaA Your input could shape better tools and smoother handoffs. Thank you in advance !  ( 3 min )
    ELI5: HTTP Authentication
    Basically there are 3 types: Basic Authentication, Bearer Authentication and Cookie Authentication. I will give a super brief explanation of them which can serve as a quick-remembering-guide for example. Besides that, I mention some connected topics to keep in mind without going into more detail and I have a quick code snippet as well. The simplest and oldest type - but it's insecure. So do not use it, just know about it. It's been in HTTP since version 1 and simply includes the credentials in the request: Authorization: Basic As you see, we set the HTTP header Authorization to the string username:password, encode it with base64 and prefix Basic. The server then decodes the value, that is, remove Basic and decode base64, and then checks if the credentials are c…  ( 5 min )
    A Git-like tool to keep track of configuration files
    Kitty - A secure, encryption-focused configuration management tool written in Rust I built Kitty to solve a problem I faced while managing configuration files across servers: I wanted Git-like tracking for system config files, but with built-in encryption and the ability to keep files in their original locations. What is Kitty? Secure configuration management tool with Git-like commands Files remain in their original locations (no need to symlink like with dotfiles managers) All stored content is encrypted with ChaCha20-Poly1305 Password-protected repository access Choose between file-based or SQLite storage Works with system files that might require elevated privileges Core features: Track, version, and restore configuration files See differences between tracked and current versions Filter and group tracked files Restore previous versions when needed Privilege handling for system files Kitty is designed for sysadmins, DevOps engineers, and anyone who wants to securely track configuration files without moving them into a Git repository. The project is open source and written in Rust. It focuses on security first, with all sensitive content encrypted, making it suitable for tracking credentials and other sensitive configurations. GitHub repo: https://github.com/kometen/kitty I'd love feedback from the HN community, especially on the security model and additional features that would be useful for your configuration management workflow.  ( 3 min )
    PHP Cheat Sheet for Beginners
    Note: I am primarily using this as a study tool as I'm upskilling my foundational knowledge. With this in mind, this document is ongoing, and I'll likely be updating it weekly. Opening and closing tags: Note: omitting the closing tag at the end of a file can be beneficial so you don't have any unwanted white space at the end of the file Printing: echo 'This prints to the screen.'; Commenting: One line: # This is a one-line comment in PHP Multi-line: /* This is a multi- line comment in PHP */ Checking variable type: var_dump($var_name); Comparing Floats: Note: Comparing floats in PHP is tricky because of precision. The following is a workaround for that limitation. String Definitions: 'this is a string' "this is a string" or echo 'this line prints a {$var}'; String concatenation uses a . rather than a + in PHP. I used PHP's documentation as the source of my information here. Some of the code will be similar or identical.  ( 3 min )
    Logging Like a Pro in .NET
    Logs are your primary tool for understanding what your API is doing in production. But many developers fall into two extremes: Too little logging, and you're blind in production. Too much logging, and you're drowning in noise, cost, or leaked sensitive data. In this post, we’ll take a smarter approach and cover: Setting up Serilog for structured logging in .NET Logging exceptions using source generators Outputting request payloads as structured JSON Masking sensitive data to stay compliant (GDPR, etc.) Enriching logs with contextual information like OrderId Let’s dive in. dotnet add package Serilog.AspNetCore dotnet add package Serilog.Sinks.Console We’ll use the console sink for simplicity because it works out of the box, doesn’t require any extra setup, and still gives us structured…  ( 7 min )
    Inside the Mind of a Cyber Criminal: How Scammers Think and Adapt
    Laura Kankaala, Head of Threat Intelligence, F-Secure Cyber criminals have made scamming a trillion-dollar business. As technology and the internet evolve, so do scams, making them the biggest threat consumers face every time they go online or use their phone. While organizations have been trying to keep up with scammers by employing different types of cybersecurity approaches and frameworks, that same focus has been missing in consumer cybersecurity - until now. The cybersecurity industry often focuses on specific instances of scams, like someone pretending to be Brad Pitt on a dating app, or a user accidentally clicking on a malicious social media ad. We also seem to focus a lot on the psychological aspects of a scam, like certain manipulation tricks that are employed. But putting too mu…  ( 5 min )
    The Hidden Costs of Poor Website Performance: A Business Impact Analysis
    Your website takes 8 seconds to load. In those 8 seconds, half your visitors just left. They're now on your competitor's site, credit card in hand. This isn't a horror story—it's happening to businesses every day. Poor website performance isn't just an IT problem; it's a profit killer that most companies don't see coming until it's too late. Let's uncover the real cost of a slow website and why fixing it might be the best investment you make this year. Think about the last time you waited for a slow website. Did you stick around? Probably not. Your customers won't either. Here's what happens in the first few seconds: 0-1 second: "Great, this site works!" 1-3 seconds: "Hmm, this is taking a while..." 3-5 seconds: "Is something wrong?" 5+ seconds: "I'm out of here." Research shows that 53% o…  ( 6 min )
    Go & AES-GCM: A Security Deep Dive
    Understanding AES-GCM Nonces. A Go Security Deep Dive. Once, while working on a project to upskill a bit, I came across countless resources recommending GCM (Galois/Counter Mode) for encrypting data in Go. Many snippets I found looked similar to this one: package main import ( "crypto/aes" "crypto/cipher" "crypto/rand" "fmt" "io" ) func main() { key := []byte("verysecretkey123") // Never hardcode keys in real life! plaintext := []byte("This is the data to encrypt") block, _ := aes.NewCipher(key) aesgcm, _ := cipher.NewGCM(block) nonce := make([]byte, aesgcm.NonceSize()) if _, err := io.ReadFull(rand.Reader, nonce); err != nil { panic(err.Error()) } ciphertext := aesgcm.Seal(nil, nonce, plaintext, nil) fmt.Printf("%x\n", …  ( 6 min )
    A Professional Looking API
    Your OpenAPI spec is the contract that defines how consumers interact with your API. It powers visual tools that help developers understand, test, and integrate with your endpoints. This spec powers visual tools that help developers understand, test, and integrate with your API. While Swagger UI has been the go-to for years, modern alternatives like Scalar are raising the bar with cleaner UX, better search, and more intuitive navigation. For this post, we’ll be using Scalar to showcase how a well-designed OpenAPI spec gives your API a professional, developer-friendly front. 💡 Hint: Starting in .NET 9, there’s a built-in way to generate the OpenAPI spec using builder.Services.AddOpenApi(). However, as of now, it does not support XML comments, which are essential for rich and descriptive do…  ( 5 min )
    Grok 3 API - Reasoning Tokens are Counted Differently
    I've learned it the hard way... If you use the recently released Grok-3 Mini reasoning model (which is great by the way) you might have your token usage reported wrong... While both OpenAI and xAI report reasoning usage in usage.completion_tokens_details.reasoning_tokens field: OpenAI includes reasoning tokens in usage.completion_tokens xAI doesn't include Hence for OpenAI (and according to my tests for Deepseek R1) in order to get the total tokens you can use the old good completion_tokens field. With xAI you need to add up the 2 values to get the right totals (and get you cost estimations correct). Neither litellm nor AG2 (out of recently used LLM libs) adjust the reported usage for that Grok's quirk. Grok API provides a compatible OpenAI endpoint. For reasoning models the didn't invent the wheel and use the standard reasoning_effort parameter just like OpenAI does with its' o1/o3/o4 models. Yet for some reasons xAI decided to deviate from OpenAI's approach to reasoning tokens accounting. That's unfortunate this inconsistency got into prod API from xAI.  ( 3 min )
    Winbox Play – Fast, Fair, and Full of Fun
    Winbox play is more than just a feature—it’s a complete experience. Winbox88 ensures that every session is fast-loading, fair, and entertaining. Whether you're using the winbox apk or logging in from a browser, the quality remains high across all platforms. From strategic card games to adrenaline-filled slot machines, Winbox88 has it all. Every game is tested for fairness, and winnings are paid out quickly. With ongoing updates and security checks, users can game confidently. Discover the difference that real quality makes—join Winbox88 today for reliable, rewarding casino action.  ( 2 min )
    Automatically Sort and Organize Your Downloads Folder on Linux Using Python By Alpha Nsimba Kasanji
    If your Downloads folder is always overflowing with random files, and you're constantly digging through it to find what you need - it's time to automate the chaos. What You'll Need Create Your Python Script The Script: Sort Files by Extension import os downloads_dir = Path.home() / "Downloads" categories = { for category in categories: for item in downloads_dir.iterdir(): Run the Script Automate the Script with Cron Why This Works Conclusion With just a few lines of Python and a simple cron job, you've turned your chaotic Downloads folder into a well-organized space. This little script saves time, reduces clutter, and makes your workflow more efficient - all without lifting a finger after setup. Happy automating!  ( 4 min )
    SDK-Driven Development: A Litmus Test for Good Software Design
    This-driven development, that-driven development, and now you should bother with this other thing? I am only half-serious. You should not. Yet you might still want to consider it as a litmus test for your projects. I am not saying that you should use Software Development Kits (SDKs) for development. We all do. Rather, I am asking you to think of your codebase and product as an SDK or part of it. But first, what is all this XYZ-driven development? XYZ simply refers to the guiding principle or artifact that drives the development process. Mind you, this is not necessarily a methodology like "Agile" or "Waterfall", which drive the organization of the development process. I like to think of this distinction as follows: You gather all the developers in a room and organize them to work on a proj…  ( 6 min )
    Why Developers Still Choose Native Mobile Apps in a Cross-Platform World
    Ever tried using a mobile app that felt... off? Maybe the buttons didn’t respond quite right, or it lagged at the worst moment, like when you were about to hit "confirm" on a payment. Chances are, that app wasn’t built natively. In today’s development world, there’s a lot of noise around frameworks that promise to “build once, run everywhere.” Sounds great, right? But despite the rise of cross-platform tools, there’s a quiet but steady group of developers and companies who still pick native mobile app development, and they’ve got good reasons. Let’s dive into why that choice still makes sense in 2025. The Case for Native: It Just Feels Better You know that smooth scroll on an iPhone or how Android apps seem to mesh seamlessly with system gestures and features? That’s native development do…  ( 6 min )
    How to Reference Two Dynamic Variables in Helm Templates?
    When creating Helm templates, referencing dynamic values can sometimes be tricky. In your case, you want to access two variables dynamically to retrieve a specific value from your values.yaml file based on the keys defined. ### Understanding the Problem In the provided Helm template, you're trying to access a nested dictionary where both keys depend on dynamic values. Given the owners structure in values.yaml, you want to be able to reference the correct owner based on the dynamic $data_access.name. It's essential to correctly format the reference so that Helm understands which variable to use when fetching the value. ### The Helm Template Structure Here's your original template code for quick reference: {{ $owners := $valuesDict.owners }} {{ $ownerci := $owners.$data_access.name.ci }} #Ge…  ( 4 min )
    Solieum Emerges as Solana’s Next-Gen Layer 2 Solution, Promising Unmatched Speed and Scale
    The Solana ecosystem is on the cusp of a transformative leap forward with the upcoming launch of Solieum, a cutting-edge Layer 2 protocol designed to supercharge the blockchain’s already impressive performance. Positioned to address Solana’s scalability challenges during peak demand, Solieum is generating buzz in the crypto community as a game-changer for decentralized finance (DeFi), gaming, and Web3 applications. A Response to Solana’s Growing Pains Solana has long been celebrated for its high throughput and low-cost transactions, processing thousands of transactions per second and boasting a total value locked (TVL) of $10.9 billion, surpassing the entire Ethereum Layer 2 ecosystem. However, as the network’s popularity has surged — fueled by meme coins, DeFi projects, and platforms like…  ( 5 min )
    Understanding Hoisting in JavaScript
    Hoisting is a fundamental concept in JavaScript that often leads to confusion, especially for those new to the language. Understanding how hoisting works can help you write cleaner and more predictable code. This article explains what hoisting is, how it works, and the differences in behavior between various types of declarations. Hoisting is JavaScript’s default behavior of moving declarations to the top of their scope before code execution. This means that variables and functions can be referenced before they are declared in the code. It is important to note that only declarations are hoisted, not initializations. var Variables declared with var are hoisted and initialized with undefined. Consider the following example: console.log(a); // undefined var a = 10; Internally, this is inte…  ( 4 min )
    Mastering Flask Blueprints: The First Step to Scalable Web Apps
    As I started learning Flask, I was building simple apps just to understand the basics and get comfortable with it. Once I felt a bit more confident, I decided to start a project, a site monitoring tool. Since I knew the project would grow and include more functionality, I realized that things should be organized better. That’s when I came across Flask Blueprints. A Blueprint is a modular way to organize code and routes into separate components. Today, I set up my first Blueprint in Flask and here’s how it went. blueprint-example/ ├── run.py └── app/ └── routes.py └── __init__.py └── templates/ └── index.html from flask import Blueprint,render_template #creating a flask blueprint called 'main_route' main_route=Blueprint('main_route',__name__) #define a route on this blueprint @main_route.route('/') def blue_example(): return render_template('index.html') from flask import Flask app=Flask(__name__) def blue_example(): from .routes import main_route app.register_blueprint(main_route)#registering my blueprint to my flask app instance return app from app import blue_example app=blue_example()#Calling a function to get flask app instance if __name__ == '__main__': app.run(debug=True) #run the app in debug mode I basically had an idea of how this works because I had learned about MVC (Model, View, and Controller) in Java. The working process of both is quite similar, so I was able to grasp it a bit quicker. Here are a few things I found helpful about using Blueprints: It's a clean way to split the code logically. For example, separating routes and the dashboard into components makes the structure much easier to work with. It's much easier to manage as the app grows and more features are added. It makes the project more organized and scalable, which is especially useful when working in teams or revisiting the project later.  ( 3 min )
    Chatbot Testing Using AI — How-To Guide
    As chatbots become essential in customer service, e-commerce, healthcare, and more, ensuring they function correctly and efficiently has become a top priority. Chatbot testing ensures that conversations are accurate, context-aware, and provide a seamless user experience. Traditional testing methods often fall short due to the complexity and unpredictability of natural language. That’s where Artificial Intelligence (AI) steps in to revolutionize chatbot testing. In this guide, we’ll explore how to test chatbots using AI, examine whether legacy tools can keep up, and outline how automation powered by AI can transform your testing strategy. Can Legacy Automation Tools Handle Chatbots? Here’s why: Lack of Natural Language Processing (NLP) support: Traditional tools can’t interpret or generate human language. Enhancing Chatbot Testing with AI 1. Intent Recognition Testing 2. Entity Extraction Validation 3. Sentiment Analysis 4. Context Awareness Testing 5. Training Data Quality Checks Automating Chatbot Testing with AI ✅ Automated Test Case Generation ✅ Regression Testing ✅ Conversational Flow Testing ✅ Exploratory Testing ✅ Real-Time Feedback Conclusion Artificial Intelligence offers the agility, adaptability, and contextual understanding required for comprehensive chatbot testing. From enhancing existing test cases with NLP to automating complex flows and analyzing training data quality, AI is reshaping how we ensure chatbot reliability and effectiveness. Incorporating AI into your chatbot testing strategy isn’t just an upgrade — it’s a necessity for delivering meaningful, human-like conversational experiences.  ( 4 min )
    [Boost]
    🧑‍🏫 How to Teach GPT to Code Python your way Snappy Tuts ・ May 13 #chatgpt #ai #python #coding  ( 2 min )
    Learn to Code and Land Your First Tech Job in 4 Months (Even If You’re Starting From Scratch)
    Let’s be real, tech jobs can change your life. Good pay, remote options, creative work. And no, you don’t need a four-year degree to break in. If you're motivated and consistent, you can absolutely go from zero to hired in just a few months. The secret? Focused learning + community support. If you're trying to learn on your own and you keep bouncing between free YouTube tutorials, that’s cool... but not always efficient. What you need is a structured roadmap, accountability, and real humans who’ve done it before. That’s where online communities come in. Platforms like Whop are packed with spaces where developers mentor newbies, walk you through real-world projects, and even review your resume or mock interview you. You don’t have to do this alone. In fact, you shouldn’t. Communities give y…  ( 5 min )
    De MediatR para Mediator: uma migração mais leve e performática
    *Dando continuidade à série sobre bibliotecas .NET que deixaram de ser open source e gratuitas, neste artigo apresento uma alternativa ao MediatR e explico por que ela pode representar uma migração mais leve em termos de estrutura e performance. Desde que foi anunciado que o MediatR passará a adotar um modelo de licenciamento pago — mesmo que isso ainda leve algum tempo e a versão atual permaneça gratuita — nós, desenvolvedores, começamos a buscar alternativas próximas do que já conhecemos ou, em alguns casos, optamos por implementações próprias, como abordado no artigo anterior sobre o AutoMapper. Tendo isso em mente, encontrei uma alternativa — especialmente adequada para projetos que precisam ser migrados e para equipes já familiarizadas com o MediatR — que é o Mediator (com “o”). Assim…  ( 6 min )
    How to Generate Large Random Numbers in C with rand()?
    Generating large random numbers is a common requirement in programming, especially in applications requiring strong randomness. The standard rand() function in C generates pseudo-random numbers, which often fall short in range and size for many applications. In particular, generating unsigned long long random numbers can be challenging, especially if you find that the outputs of rand() are not sufficiently large and they often exceed certain thresholds. Why the Standard rand() Does Not Meet Your Needs The rand() function is designed for simplicity and it typically returns a value in the range from 0 to RAND_MAX, which is defined in stdlib.h. The maximum value returned by rand() is often just 32767, making it unsuitable for generating large random numbers like those represented by an unsign…  ( 5 min )
    🎯 Google Dorking for Job Hunting: Advanced Tricks & Commands (Part 2)
    💡 In Part 1, we scratched the surface of Google Dorking to find hidden job opportunities. Now, it’s time to level up and unlock some real gems using advanced combinations. 🔍 Why Go Advanced? Filter outdated listings. ⚙️ Advanced Operators + Combos 🔹 1. Find Job Descriptions in PDFs from Company Sites site:example.com intitle:"careers" filetype:pdf Replace example.com with a real company, e.g.: site:accenture.com intitle:"careers" filetype:pdf 🔹 2. Target Job Boards with Specific Roles site:glassdoor.com inurl:"jobs" intitle:"frontend developer" 🔹 3. Find Remote Tech Roles from Startup Platforms site:angel.co intitle:"remote developer" filetype:pdf 🔹 4. Internships on University Sites site:.edu intitle:"summer internship" filetype:pdf 🔹 5. Unlisted Job Postings in Excel Format filetype:xls inurl:"vacancy" OR inurl:"openings" 🔹 6. Marketing Jobs in NGOs site:.org intitle:"we are hiring" "digital marketing" 🔹 7. Get Around Login Barriers site:myjobportal.com inurl:"/public/jobs" "software engineer" 🔹 8. Government Job Listings site:.gov intitle:"job opening" filetype:pdf 🛡️ Pro Tip: Add Date Filters 🧠 How to Build Your Own Dorks Mix and match these like Lego bricks: site: → Limit the domain intitle: → Job-related words like “careers,” “job openings,” “we’re hiring” filetype: → Use pdf, docx, or xls " "→ Exact match phrases like "remote UI developer" AND / OR→ Combine or expand searches Screenshots of some dorks: 🧪 Bonus: Ready-to-Use Dork Templates filetype:pdf intitle:"remote job" | site:internshala.com intitle:"internship program" | filetype:xls inurl:"openings" | intitle:"entry level developer" site:linkedin.com | site:.org "we are hiring" filetype:docx | 🔚 Up Next: Part 3 – Automation & Real-World Case Study 🗣️ Your Turn What industry are you targeting? Drop a comment and I’ll share dorks tailored to your field.  ( 4 min )
    The Simple Math of why big tech needs AI
    I worked for a FAANG company for a bit, and one thing that surprised me was just how many tasks were manual. How noticeably patchy the tooling and automation coverage was. But also very obviously their tooling and automation was state of the art and much more sophisticated than small tech. But I think there's basic math at play. If I work at a small company and have 100 things, and 50% are automated, then I need say 50 engineers to handle the workload. But if I work at big tech, and there are 100,000 things, and 75% are automated, then I need 25,000 engineers to handle the workload. There's also the algorithm optimization. While I think alogrithmic optimizations will trickle down, and that's good. For (AlphaEvolve)[https://news.ycombinator.com/item?id=43985489] to have a 1% speedup in most small to medium size businesses. Fine, but that's not worth spending a lot of time on. But for AlphaEvolve to have a 1% speedup at google? May save millions of dollars. The point of which is to say, there's probably lots of ways that this will trickle down to every day users, and software engineers across the board may see more and more of their tasks automated, but a continuous truism in the industry is that what works for big tech often doesn't work for you medium-sized MSP. This might explain the difference between why Google says that AI can write 30% of it's code, and medium sized business struggle to get it to work. There's just a lot less boilerplate to right at medium sized businesses. At google, being able to automatically upgrade a node.js dependency may literally impact thousands of microservices, saving thousands of engineering hours. At your company it might save a few hours, if it doesn't take longer than that to get it going in the first place.  ( 3 min )
    Simplify Private Data Warehouse Ops: Visualized, Secure, and Fast with BendDeploy on Kubernetes
    What is BendDeploy? BendDeploy is a standardized, Kubernetes-based private deployment and management platform provided by Databend. It offers a one-stop solution for managing Databend clusters, enabling fast and secure deployment and administration of multiple clusters and tenants. With an intuitive user interface, BendDeploy delivers a simple and user-friendly visual operation experience that significantly improves operational efficiency, reduces errors and downtime, and enhances service quality and stability. BendDeploy offers a wide range of capabilities, including: Multi-Tenant Management: Supports multi-tenancy with full tenant isolation and management. Cluster Deployment: Easily launch a complete Databend cluster with one click using BendDeploy. Cluster Management: Cluster Overv…  ( 10 min )
    What’s the best way to find qualified Web3 developers in 2025?
    Hello, dear Dev.to users. Today, I would like to ask you the best ways to work with Web3 developer recruiting. If you have any advice, personal stories to share, or any other ideas, it would be highly appreciated.  ( 3 min )
    Understanding the Differences Between HTTP/1.1 and HTTP/2
    As the web continues to evolve, the need for faster, more efficient communication between browsers and servers has driven the development of modern protocols. HTTP/1.1, introduced in 1997, served the web for nearly two decades. But with increasing demand for speed, efficiency, and performance, HTTP/2 emerged as a much-needed upgrade. Let’s explore the major differences between these two protocols in a clear, visual, and easy-to-understand way. HTTP/1.1 is a text-based protocol that works on a request-response model. While it has served its purpose for years, it has several limitations: Sequential Requests: Only one request is allowed per TCP connection at a time, leading to blocking. Multiple Connections: To fetch multiple resources, browsers open multiple TCP connections, which increases …  ( 3 min )
    Understanding Cookie Management Issues in TypeScript
    Setting cookies in TypeScript can often lead to unexpected behavior, especially when different methods are applied. If you've been trying to set cookies but have faced inconsistencies or errors, you're not alone. In this article, we will explore two common approaches to setting cookies in TypeScript and discuss why you're encountering issues with these methods. Why Are You Facing Issues with Setting Cookies? Cookies are small pieces of data stored by a web browser that can be used for various purposes, including session management, user preferences, and tracking. However, when working with the document.cookie property in TypeScript, several nuances may lead to confusion. The Basics of Document.cookie The document.cookie API allows you to create, read, and delete cookies. Each cookie is typ…  ( 4 min )
    AI Innovation...Limitations?
    I have this idea for a web-based music app, basically an in-browser DAW. The question of whether or not "AI is Creative" is somewhat unknowable, but I think there are certain sort of mathematical / combinatorial observations one can make about innovation. The Library of Babel is a short story by Jorge Luis Borges that presents a universe in the form of a vast library containing all possible books of a certain format. The library contains every possible arrangement of letters, spaces, and punctuation marks, meaning it holds not just every book ever written, but every book that could ever be written - including all possible variations with typos, nonsense, and meaningless combinations of characters. The library is described as having an infinite number of hexagonal rooms, each containing f…  ( 4 min )
    🕵️‍♂️ Unlock Hidden Job Opportunities with Google Dorking: The Job Hunter’s Secret Weapon (Part 1)
    💡 Ever felt like you're only scratching the surface of the internet while job hunting? Welcome to the world of Google Dorking—a secret technique used by hackers, researchers, and now, job seekers. **🌐 What Is Google Dorking? Instead of relying only on job boards like LinkedIn or Indeed, Google Dorking lets you dive into: Company websites. 🧠 Why Should Job Hunters Care? 🔧 Basic Google Dork Commands to Get You Started site:– Limit your search to a specific website. site:linkedin.com "we are hiring" intitle: – Search for keywords in the page title. intitle:"job openings" inurl: – Search for specific words in the URL. inurl:"careers" filetype: – Find specific file formats like PDFs or DOCX. filetype:pdf "job description" " " – Use quotes to search for an exact phrase. "we are hiring" AND, OR – Combine or expand search results "job opening" AND "remote" "internship" OR "summer program" 📌 Example Dorks to Try site:nasa.gov intitle:"careers" filetype:pdf "job openings" site:.edu intitle:"internship program" "remote developer job" AND site:weworkremotely.com 🚨 A Quick Word on Ethics 🧭 What’s Next? 🗣️ Join the Conversation Have you tried Google Dorking before? Drop your favorite dork or success story in the comments. Let's build a job-hacking toolkit together 💼  ( 4 min )
    Loved the real-world insights on how data mining works when done right.
    TDZ Pro’s Hidden Growth Weapon: Why a Customized CRM and Data Mining Team Beats Automation Every Time Marcus ・ May 15 #crm #sales #datamining #startup  ( 2 min )
    How to Deploy PostgreSQL on Kubernetes
    PostgreSQL is a powerful, open-source relational database management system (RDBMS) known for its reliability and robust feature set, including streaming replication, logical replication, and failover solutions. Deploying PostgreSQL on Kubernetes enhances its resilience, enabling organizations to minimize downtime and ensure data availability. This tutorial walks you through two approaches to deploying PostgreSQL on Kubernetes: Using a Helm Chart (for quick and automated deployment) Manual Deployment with StatefulSets (for more control and customization) What You’ll Learn ✅ Setting up a Kubernetes cluster (cloud or local) Why Deploy PostgreSQL on Kubernetes? High Availability: Kubernetes ensures PostgreSQL remains accessible even during pod failures. Scalability: Easily adjust replica counts to handle increased workloads. Automation: Helm simplifies complex deployments with reusable templates. Data Persistence: PVCs and PVs prevent data loss when pods restart. Read the full tutorial here https://bit.ly/3SBolwL  ( 3 min )
    ICTC 2025: A Developer's Perspective on the Future of Competitive Crypto Trading
    On May 9–10, WhiteBIT hosted the first-ever International Crypto Trading Cup (ICTC 2025)—a live-streamed global event positioning crypto trading within a competitive, real-time framework reminiscent of esports. From a technical and developmental perspective, ICTC marked a shift: crypto trading is evolving into a spectator-based model, requiring low-latency infrastructure, robust user interfaces, and fail-safe execution environments to handle high-volume, high-stakes operations live. ICTC 2025 hosted: 8 elite crypto traders on stage in real-time competition 12 total hours of live trading, with 269 trades executed 33 squad-based teams and ~3,000 participants worldwide Top squad sizes: 369 and 298 members The infrastructure had to support both professional-grade trading and a public-facing,…  ( 4 min )
    TDZ Pro is clearly operating on a different level with this strategy.
    TDZ Pro’s Hidden Growth Weapon: Why a Customized CRM and Data Mining Team Beats Automation Every Time Marcus ・ May 15 #crm #sales #datamining #startup  ( 2 min )
    Query MongoDB Like a Human with ScoutDB
    🗥️ So I was casually doomscrolling X (yes, again)... when I stumbled upon a post by DEV Community that made my brain short-circuit: ✨ “ScoutDB turns plain English into MongoDB queries.” Wait, what?! You've got the data questions, but not always the query-fu: "Find all users who joined after Jan 2023 and liked more than 5 posts" Normally, you'd need to hand-craft some MongoDB incantation like: db.users.aggregate([ { $match: { joinDate: { $gte: ISODate("2023-01-01") }, likes: { $gt: 5 } } } ]) But what if you could skip the syntax pain? ScoutDB is like having a friendly AI that: ✅ Understands what you're trying to ask in English explore like a boss You type: Show me all posts with more than 100 likes created in the last 30 days ScoutDB replies with: db.posts.find({ likes: { $gt: 100 }, createdAt: { $gte: new Date(Date.now() - 30*24*60*60*1000) } }) Then maps the results and relationships for you in a visual explorer. No more $lookup headaches. No more crying in JSON. Saw this post by @ThePracticalDev on X 👇 (I swear MongoDB and ScoutDB logos look like they just agreed to rescue all devs from query hell) 🗣️ English → MongoDB query? ✅ 🧠 Auto-maps your schema? ✅ 🎨 Visual canvas for data exploration? ✅ 🧣 Found it while doomscrolling Twitter? BIG ✅ 🧵 Original Post from DEV Community 💬 So, are you still writing $match manually or are you letting ScoutDB take the wheel? Tell me below 👇  ( 3 min )
    Elm’s Type Inference: Crafting Sound Code with Friendly Compiler
    Elm’s type system lets you write clear, correct code without the clutter of explicit type annotations. Its friendly compiler not only infers types automatically but also provides helpful error messages that guide you toward writing sound code. In this post, we'll explore practical examples that highlight how Elm’s type inference and compiler feedback enhance code correctness and simplify your development experience. When coding in Elm, the compiler deduces the types of values based on their usage. This lets you focus on application logic rather than on managing repetitive type declarations. Consider a simple arithmetic function: square x = x * x Since the multiplication operator (*) applies only to numbers, Elm infers that x must be a number. No extra annotations are needed, keeping y…  ( 5 min )
    How to automate email verification with Selenium
    When people create new accounts, it’s normal for you to need a way of contacting them with onboarding information, billing alerts, and more. That’s why having the right email address is so important. However, what if they made a typo when providing the email address? Or they simply want to create an account without any real interest in using the service as intended? In either case you’ll want to verify that they can access the email address they’ve given you. The simplest approach adopted by most is to send a unique link in an email to that address, and have a user click on that link to verify their account. It’s simple, but it works. But how can you test this kind of workflow with Selenium? Why can’t Selenium test this already? While Selenium is an extremely capable tool for testing web c…  ( 4 min )
    Web Development Week 3
    05.05.2025 Monday Tutorials Udemy Course : HTML & CSS https://www.udemy.com/course/understanding-html-and-css/ Resources FrontendMentor Challenge : order-summary-component challenge https://github.com/UPinar/frontend_mentor/tree/main/order-summary-component FrontendMentor Challenge : profile-card-component challenge https://github.com/UPinar/frontend_mentor/tree/main/profile-card-component 06.05.2025 Tuesday Tutorials Udemy Course : HTML & CSS https://www.udemy.com/course/understanding-html-and-css/ Resources FrontendMentor Challenge : social-proof-section challenge https://github.com/UPinar/frontend_mentor/tree/main/social-proof-section Placeholder image website https://picsum.photos/ 07.05.2025 Wednesday Tutorials Udemy Course : HTML & CSS https://www.udemy.com/course/understanding-html-and-css/ Youtube Tutorial : JS Dom Manipulation https://youtu.be/5fb2aPlgoys?si=nfed8WtxKN7zqS_j Resources FrontendMentor Challenge : huddle-landing-page-with-single-introductory-section challenge https://github.com/UPinar/frontend_mentor/tree/main/huddle-landing-page-with-single-introductory-section 08.05.2025 Thursday Resources FrontendMentor Challenge : browser-extensions-manager-ui challenge https://github.com/UPinar/frontend_mentor/tree/main/browser-extensions-manager-ui 09.05.2025 Friday Resources FrontendMentor Challenge : character-counter challenge https://github.com/UPinar/frontend_mentor/tree/main/character-counter 10.05.2025 Saturday Resources FrontendMentor Challenge : character-counter challenge https://github.com/UPinar/frontend_mentor/tree/main/character-counter 11.05.2025 Sunday Tutorials Udemy Course : Javascript: Understanding the Wierd Parts https://www.udemy.com/course/understand-javascript/  ( 3 min )
    Vibe coders or new coder advice: Scope of work
    Yes, this was written with the help of AI, but hear me out! Most tutorials and videos miss this detail, which is the right scope of work in the context of an AI coding tool (like Cursor, etc.). They might say, "keep it short," but what exactly is that? We've all been in a place where we go down a rabbit hole for hours and lose track. This article will help you get that under control! When you're working with AI in a chat window—like building a new feature in a SaaS multi-tenant app—it’s easy to get lost in the weeds. Should you build the whole thing at once? Go step by step? Here's a practical way to scope your work, avoid rabbit holes, and get the most out of your AI assistant. Break the feature into clear, atomic units of work that: Are easy to explain in a paragraph or less Produce a m…  ( 5 min )
    Diary of an Elm Developer
    Every morning I gift myself 90 mins to work on anything I desire. Sometimes I read interesting books (1, 2, 3, 4), other times I learn new skills (5, 6) but most times I work on programming projects. For a long time now those programming projects have been Elm related. What can I say? I simply enjoy using Elm. I've tried to share my knowledge along the way by taking the time to reflect on what I've done and by writing about it from my perspective. On many occasions I just shared the work and put off sharing my thoughts about the work for so long that it became a chore to write about it. Reflecting and writing about my programming selfishly helps me improve my software development skills. Writing in public forces me to think more deeply about what I'm doing and why I'm doing it such that it gives me a richer understanding of my craft. A positive side effect is that what I share could also potentially help others. Though, I try to temper my hubris and not fool myself into thinking that random people on the internet actually care about what I have to say. Given that I sometimes don't share and write about my work as often as I'd like and that I think sharing and writing about my work helps myself and others, I've decided to start a new series on this blog called "Diary of an Elm Developer". It's a way for me to give myself permission to share more frequently about my Elm related excursions in an open and freer format. I'm feeling excited about this new series. Stay tuned! If you're interested in improving your skills with Elm then I invite you to subscribe to my newsletter, Elm with Dwayne. To learn more about it, please read this announcement.  ( 3 min )
    How to Fix 'iconv: illegal input sequence' Error in Bash
    When working with file encoding conversions in Bash, you may encounter errors such as 'iconv: illegal input sequence'. This error often occurs during the encoding of files that contain unexpected byte sequences not conforming to the specified encoding format. In this article, we will discuss how to download files, unzip them, retrieve their file types and encoding formats, and convert them to UTF-8 safely. Introduction If you're looking for an efficient way to handle file downloads and encoding in Bash, you've come to the right place. The script you’re using is designed to download ZIP files, extract them, and convert their contents to UTF-8. However, issues like the 'illegal input sequence' error can derail automation efforts. Let's break down your task step-by-step, ensuring that all fil…  ( 4 min )
    5 Lessons from Neurology That Make Me a Better Software Engineer
    Hello DEV community 👋 My name is Alireza Minagar, and I come from a rather unique background — as a neurologist, researcher, and now a software engineering student. After years of diagnosing complex neurological conditions, I’ve begun exploring how artificial intelligence and software can revolutionize healthcare. Surprisingly, many skills from my medical background translate directly into programming. Here are 5 lessons from neurology that shape how I now think about software engineering: In medicine, we never treat a symptom without understanding its root cause. Debugging works the same way — don’t guess. Investigate. Analyzing EEGs or MRIs is about spotting patterns. Writing efficient code or identifying logical bugs requires the same cognitive muscle. Whether prescribing medication or defining logic in code, tiny errors can lead to serious consequences. Precision builds trust — in both healthcare and software. Medical professionals live by notes. In code, comments, READMEs, and clear commit messages keep everything healthy and maintainable. In both medicine and tech, decisions have real consequences. Transparent, explainable algorithms are just as vital as informed consent. I’m currently learning Python, full-stack engineering, and bioinformatics with the goal of contributing to healthcare-focused AI solutions. Let’s build a world where medical insight and machine logic support — not replace — human care. — Alireza Minagar, MD, MBA, MS LinkedIn: linkedin.com/in/alirezaminagar Medium: medium.com/@aminagar_38889  ( 3 min )
    5 INCREDIBLE new features in Symfony 7.3 🚀
    Symfony 7.3 is packed with powerful enhancements to boost your development experience. Here's a quick overview: Say goodbye to repetitive mapping code! The new ObjectMapper component simplifies data transfer between objects, such as mapping DTOs to entities, reducing boilerplate and potential errors. // when creating a new object from another one $user = $mapper->map($dto, User::class); // when updating an existing object with another one $mapper->map($dto, $user); Debugging access control just got easier. Security voters can now provide detailed reasons for their decisions, which are displayed in the Symfony profiler and logs, aiding in understanding authorization outcomes. namespace App\Security\Voter; use Symfony\Component\Security\Core\Authentication\Token\TokenInterface; use Symfon…  ( 4 min )
    Edited the article a bit
    Class Free Object Oriented JS KooiInc ・ May 14 #javascript #classfreeobjectoriented #revealingmodulepattern #programming  ( 2 min )
    You're slicing your architecture wrong!
    For the longest time, the "separation of concerns" has been the ultimate guiding principle of software engineering. We thus structure our codebases accordingly: Grouping related files by responsibility; Partitioning logic by technical layers; And sometimes even isolating by programming language.1 Popular architectural patterns such as the Model-View-Controller (MVC) have applied and codified this principle to the point of dogma. Universities, bootcamps, and courses everywhere teach and perpetuate the notion that the MVC architecture is the be-all and end-all of architectural patterns. To be fair, the MVC architecture is indeed often the correct mental model for fathoming any CRUD-heavy application (i.e., virtually 99.9% of web applications2) because it formalizes the flow of data from t…  ( 6 min )
    Valve takes another step toward making SteamOS a true Windows competitor
    Valve takes another step toward making SteamOS a true Windows competitor - Ars Technica Valve continues to plan for a SteamOS future that goes beyond the Steam Deck. arstechnica.com  ( 2 min )
    small thought: Developer Ethics may be a bridge to work with AI tools
    Last year, I intensely started using AI (LLM) tools and caught a terrible wave of sadness and melancholy after 5–6 months of use. For me, the most difficult thing wasn’t that an LLM could write code in general, but the realization that, in fact, it’s not that important. A much more significant abstract question arose: why even write it if everything could change so quickly tomorrow that you wouldn’t even blink? After feeling down and literally being sick of it, and wandering through bookstores, I stumbled upon an interesting book — “The Art of Excellent Products: Enchanting Customers with Premium Brand Experiences” by Riccardo Illy. And this book resonated so deeply that I understood how to resolve (for the time being) the moral dilemma with AI code, when you don’t write the code yourself,…  ( 4 min )
    Sony considers further price rises, as it braces for £500m tariffs impact
    Sony’s eyeing another round of PS5 price hikes after warning that new US tariffs could hit it to the tune of roughly ¥100 billion (£513 million). Despite sitting on three months’ worth of US stock, the console maker is “evaluating” whether to pass those extra costs on to gamers. It’s already bumped the digital PS5 up by £40/€50 across the UK, Europe, Australia and New Zealand this spring, on top of previous—and even steeper—price rises in Japan. To dodge ongoing tariff roulette, Sony exec Hiroki Totoki said shifting some PS5 production to the US “needs to be considered going forward” as an “efficient strategy.” No US price hikes have landed yet, even as rivals like Microsoft and Nintendo tweak their own hardware costs in response to the same trade tangle.  ( 3 min )
    DOOM The Dark Ages on Steam Deck is a "nightmare" even at "low-quality" and in linear levels
    TL;DR: Doom The Dark Ages might be a blast on PC and consoles, but on Steam Deck it’s straight-up “nightmare” territory. Even with XeSS Quality set to low and resolution cranked down to 1280×720 (and later 960×540), SteamDeckHQ could barely eke out 30 FPS in open areas—and those dips into the mid-20s make everything blurry, pixelated and generally unplayable. If you’re eyeing the Deck as your go-to, steer clear—for now at least. Patches might improve performance down the line, but there’s no guarantee. If you want demon-slaying glory without constant frame-rate faceplants, stick to PC, PS5 or Xbox Series X/S.  ( 3 min )
    Another GTA 6 delay could happen as respected insider says there’s “no guarantee” for a May 2026 release
    After getting bumped from late 2025 to May 26, 2026, GTA 6 still isn’t locked in—Bloomberg insider Jason Schreier warns there’s “no guarantee” Rockstar will hit that window. The first delay already sent panic through the industry, with other developers shifting their own launches to dodge the Grand Theft Auto onslaught. While a second slip hasn’t been announced, rival studios and especially PC players are bracing for more slippage—meaning even when consoles finally get the game, the PC port could be pushed way further down the road.  ( 3 min )
    The Voice Of Master Chief Asks Halo Fans To Stand Up For Voice Actors On Strike.
    TL;DR: Steve Downes, the legendary voice of Master Chief, is rallying Halo fans to back the 10-month-long SAG-AFTRA video game voice actors strike. The crux of the dispute? AI voice replication—actors want control over if and how their voices are used, not a blanket ban on AI. Downes (joined by Cortana’s Jen Taylor and veteran Jennifer Hale) stresses, “We’re not against AI, just its misuse,” and urges gamers to make some noise until the “Last, Best, and Final” offer on the table addresses those AI concerns. After other issues found middle ground, this remains the sticking point that could make or break a deal.  ( 3 min )
    Meta is paying freelancers to record their smiles, movements, and small talk - data to train Codec Avatars
    Meta’s new gig: get paid to smile, squat, and chat Meta has quietly kicked off “Project Warhol,” a data-collection effort run through Appen, that pays participants $50 an hour to record facial expressions, body movements (think squats), and even small talk. The goal? To supercharge the realism of its VR avatars for the metaverse—and ultimately make everyone’s digital doppelgänger a lot less robotic. Why now? A make-or-break 2025 for Reality Labs Reality Labs has bled about $60 billion since 2020, and Meta’s calling 2025 its most critical year for VR, avatars, and AI wearables. By crowdsourcing human data, Zuckerberg hopes to finally level up Meta’s metaverse cred and turn those once-mocked cartoon avatars into something you’d actually want hanging out with.  ( 3 min )
    Meet AlphaEvolve, the Google AI that writes its own code—and just saved millions in computing costs
    TL;DR: Google DeepMind’s new AI agent, AlphaEvolve, teams up with Gemini LLMs and an evolutionary test-and-refine loop to invent entire computer algorithms—and it’s already live inside Google’s infrastructure. It’s boosted Borg cluster efficiency by 0.7%, trimmed bits off TPU circuits, and even sped up Gemini model training kernels by 23% (cutting overall training time 1%), all while churning out human-readable code. But AlphaEvolve isn’t just optimizing data centers—it’s smashing math records. Using its gradient-based evolution, it beat Strassen’s 56-year-old 4×4 matrix-multiply record, improved 14 algorithms, and tackled 50+ open problems (nailing or improving 75% of them), including setting a new 11-dimensional “kissing number” high score. With its plug-and-play approach, DeepMind hopes to spin out breakthroughs in material science, drug discovery, and beyond.  ( 3 min )
    How to Create Circle and Semi-Circle Progress Indicators in Flutter?
    Introduction Creating visually appealing progress indicators is crucial for enhancing user experience in Flutter applications. If you're looking to implement circle or semi-circle progress diagrams, you're in luck! In this article, we'll explore various solutions for integrating these indicators into your Flutter app seamlessly, including using packages and custom code. Why Use Circular Progress Indicators? Circular progress indicators are an excellent way to showcase loading states or progress in a visually engaging manner. They can represent data intuitively, whether for displaying the completion of a task or indicating the loading status of your application. Users often find circular designs more appealing compared to traditional linear progress bars due to their circular symmetry and e…  ( 5 min )
    ICTC 2025: Building Infrastructure for Competitive Crypto Trading
    On May 9–10, 2025, Europe’s largest cryptocurrency exchange by traffic, WhiteBIT, hosted the inaugural International Crypto Trading Cup (ICTC). This marked a pivotal moment in positioning cryptocurrency trading not only as a financial activity, but also as a competitive discipline with the potential to evolve into an industry-standard spectator event. The tournament brought together eight elite crypto traders for 12 hours of live competitive trading. Participants executed 269 trades on stage in real time. An additional 33 trading squads and approximately 3,000 individual global participants joined the broader competition. The live-streamed event offered a unique opportunity to observe professional-grade intraday trading strategies, position sizing under stress, and high-frequency decision-…  ( 4 min )
    TIC_TAC_TOE
    Excited to share my latest coding project: a classic Tic-Tac-Toe game built from scratch using HTML, CSS, and JavaScript! 🎉 This was a great learning experience in DOM manipulation, event handling, and game logic. Check out the quick demo and feel free to explore the code on GitHub: https://tic-tac-toe-game-eight-nu.vercel.app/ Any feedback is welcome! 😊 #javascript #html #css #webdevelopment #coding #beginnnerdeveloper #github #tictactoe  ( 2 min )
    OCR for Historical Documents and Unusual Fonts
    OCR for Historical Documents and Unusual Fonts Historical documents and materials with unusual typography present unique challenges for Optical Character Recognition (OCR) technology. From centuries-old manuscripts with faded ink to documents printed in decorative or specialised fonts, standard OCR approaches often struggle with these non-standard materials. However, with specialised techniques and careful processing, even the most challenging historical documents can be successfully digitised and made searchable. This comprehensive guide explores the challenges, techniques, and best practices for applying OCR to historical documents and materials with unusual typography, helping you unlock the valuable information contained in these unique resources. Before diving into specific techniqu…  ( 9 min )
    RSA Conference 2025: How Agentic AI Is Redefining Trust, Identity, and Access at Scale
    There is a good chance that when you hear "San Francisco," you immediately think of cable cars. These moving national landmarks have been continually operating since 1873. This technology relies on tracks and a robust underlying cable technology, mostly hidden away from the public eye. This made SF the perfect backdrop for conversations about a modern technology that needs tracks and guardrails: agentic AI.  If there was a common thread among the conversations at this year's RSA Conference, it was the emergence of agentic AI as an operational "colleague," not just a tool. This path poses a lot of questions for trust, governance, and identity in security. We are no longer merely integrating AI; we're now onboarding it. Here are just a few takeaways from this year's edition of the largest se…  ( 9 min )
    [Boost]
    Speed Up Your CI/CD: ARM 64 Runners for GitHub Actions Andrea Liliana Griffiths for GitHub ・ May 15 #programming #githubactions #cicd #devops  ( 2 min )
    Healthy Developer: How Sleep Enhances Your Well-being
    개발자에게 있어서 밤샘 코딩이나 오랜 집중은 일상이지만, 수면의 질은 작업의 질을 좌우하는 핵심 요소입니다. 😴 수면이 부족할 때 일어나는 변화 감정 기복 신체 회복력 저하 💡 수면 최적화를 위한 팁 매일 같은 시간에 자고 일어나기 카페인 섭취 시간 조절하기 (오후 2시 이후 금지) 💪 수면이 충분하면 얻는 효과 감정 안정 면역력 증대 👉 건강 관련 정보와 자료를 모아둔 링크 보기 Check this collection of related resources on maintaining health through routines.  ( 3 min )
    When the 199,999th COBOL Expert Leaves, Will Your Systems Survive?
    A programming language older than email, older than the internet, and definitely older than most of us writing code today – is still running your bank! Yep, I’m talking about COBOL. It’s been around since 1959, and somehow, it’s still quietly powering over $3 trillion in daily commerce. In fact, it handles 95% of ATM transactions and supports nearly half of the world’s banking systems. The simple answer is : Because it works. And it’s been working for decades. It’s embedded in banking, insurance, government systems – you name it. 200,000 COBOL experts are on the verge of retirement this year, and as per Gartner, almost 70% of enterprises don’t train new devs in COBOL anymore. We’re heading for a major skills gap, and its consequences are in the foreseeable future. Well, things get messy. …  ( 5 min )
    Golang - How to do Benchmarking
    Performance matters — especially when dealing with large-scale systems or performance-critical code. Go (Golang) provides first-class support for benchmarking via the testing package. This article walks you through the fundamentals of benchmarking in Go: what it is, why it's important, and how to run benchmarks to compare multiple functions. Benchmarking is the process of measuring how efficiently a piece of code executes. In Go, this typically involves determining how long a function takes to run, how many resources it uses, or how well it scales under load. Benchmarking is different from testing — it doesn’t check if your code is correct but it checks how well it performs. Benchmarking is useful when you want to: Compare different implementations of the same logic (e.g., using + vs strin…  ( 4 min )
    Building a Real-Time Market Data Aggregator with Kafka and MongoDB
    It starts the same way every time: an RSS feed, a CSV dump, a dashboard wired together with hope and duct tape. Maybe the data’s late. Maybe the moving average lags just enough to miss the signal. Or maybe it’s just another system straining under the weight of “real-time” without the architecture to back it up. In this tutorial, we’ll build something better. Using Spring Kafka, we’ll stream simulated live stock data into a Kafka topic. From there, Kafka Streams will compute the Relative Strength Index (RSI) on the fly, and we’ll persist it to MongoDB using Spring Data MongoDB. On the historical side, we’ll use MongoDB’s aggregation framework to calculate and analyze simple and exponential moving averages (SMA and EMA) using the MongoDB aggregation pipeline—no third-party data warehouse req…  ( 24 min )
    🚀 Building Observable gRPC Streaming Services with GoFr: A Step-by-Step Guide
    If you've ever built real-time systems with gRPC streaming, you know how challenging it can be to monitor long-lived connections. Today, I'll show you how to add full observability (logs, metrics, traces) to your gRPC streams using GoFr – with almost zero manual instrumentation! gRPC streaming enables powerful patterns: 📡 Real-time dashboards 📈 Live data pipelines 🤖 Chatbots and multiplayer games But without proper observability: ❌ You're blind to failing streams ❌ Can't track message throughput ❌ Hard to debug cross-service issues GoFr solves this with automatic instrumentation for streaming endpoints! A chat service demonstrating all 3 streaming types: Server Streaming: Push notifications Client Streaming: Batch processing Bidirectional: Real-time chat With built-in: ✅ Structured Log…  ( 5 min )
    The Evolution of Information Sharing Through the Internet
    현대 사회에서 '정보'는 가장 강력한 무기가 되었습니다. 개발자들이나 IT 종사자뿐 아니라, 일반 사용자에게도 '정확한 정보에 얼마나 빠르게 접근할 수 있는가'는 매우 중요하죠. 📊 정보의 분산, 그리고 다시 모으는 노력 그렇기 때문에 정보를 모아 정리해 보여주는 주소 모음 플랫폼이 다시 주목받고 있습니다. 👉 여러 정보를 한눈에! 유용한 링크를 모아둔 플랫폼 보기 이러한 서비스는 개발자 커뮤니티 안에서도, 자신만의 툴 모음이나 프로젝트 아카이브를 만들 때 매우 유용하게 사용될 수 있습니다. Such tools are also great for developers creating curated collections of tools, project archives, or documentation references.  ( 3 min )
    Speed Up Your CI/CD: ARM 64 Runners for GitHub Actions
    Hey dev.to community! 👋🏽 I'm Andrea Griffiths, Senior Developer Advocate at GitHub, and I'm excited to share our latest GitHub Checkout episode: Build & deploy across multi-architecture FASTER with ARM 64 Runners. If you're using GitHub Actions for your CI/CD pipelines, this is a massive improvement for handling multi-architecture development. GitHub has expanded runner infrastructure to include Arm64 support, enabling faster, more efficient workflows across diverse architectures. This is especially crucial if you're building applications for: Cloud environments Edge computing IoT devices Machine learning workloads In this GitHub Checkout video featuring Product Manager Larissa Fortuna, you'll discover: How Arm64 runners for GitHub Actions are transforming development workflows The signi…  ( 3 min )
    Introduction to Azure: Core architectural components
    The core architectural components of Azure are the fundamental building blocks used to design and deploy scalable, secure, and efficient cloud solutions. Here’s a concise breakdown: Compute Provides processing power for running applications and workloads. Virtual Machines (VMs): Infrastructure as a Service (IaaS) – full control over OS and compute resources. App Services: Platform as a Service (PaaS) – host web apps and APIs. Azure Kubernetes Service (AKS): Orchestrates containers. Azure Functions: Serverless compute for lightweight event-driven code. Container Instances: Easily run Docker containers without orchestration. - Networking Enables connectivity, routing, and security. Virtual Network (VNet): Secure network boundary within Azure. Subnets: Break VNets into smaller…  ( 4 min )
    Integração Correios para Rastreamento de Entregas: Arquitetura Escalável com NestJS e Kafka
    Introdução Nos sistemas de e-commerce e da logística, rastrear o status de entregas é essencial para garantir transparência e agilidade no atendimento ao cliente. Automatizar esse processo com integração direta aos Correios é um desafio que envolve lidar com APIs externas, mapeamento de status inconsistentes e atualização em tempo real. Neste artigo, vamos apresentar uma abordagem completa para orquestração de rastreamento de pedidos usando NestJS, aplicando os princípios de Clean Architecture, testes unitários robustos e integração com mensageria (Kafka). A solução gira em torno do caso de uso TrackingOrderStatusService, responsável por: Consultar configurações de contas com rastreamento ativo; Buscar os pedidos com status finalizados que devem ser atualizados; Integrar com a API dos Co…  ( 6 min )
    Managing Packages and Updates in Linux Efficiently
    Table of Contents Why Package Management Is a Big Deal Mastering the Basics: Update, Upgrade, Clean Going Pro: Advanced Techniques Automation: Let the System Do the Work Troubleshooting Like a Pro Security and Hygiene: Stay Lean, Stay Safe Wrapping Up Managing packages and updates isn’t just “admin work”-it’s the backbone of a stable, secure Linux environment. Every package you install is a potential entry point for bugs or vulnerabilities. Updates are your first line of defence, patching holes and keeping your system humming along. Ignore them, and you’re rolling out the red carpet for trouble Every distro has its own flavour of package manager (APT, DNF, Pacman, etc.), but the fundamentals are the same: Update your package list: Keeps your system aware of the …  ( 4 min )
    Self-Education by AI
    While studying for AWS Certified Cloud Practitioner, I started with the AWS Skill Builder, completed the Cloud Practitioner Essentials and Technical Essentials courses, and took the official practice tests. I also looked for some other free tests on the web, but results were mixed, often limited by paywalls and generally uninspiring. It's not news that LLMs can be used for self-education, but I wondered how good they would be at providing a multi-choice quiz? The line up for this battle of champions, in alphabetical order: ChatGPT Claude Copilot Gemini Perplexity These competitors were chosen by a combination of fame, appearances in the news and referrals at work. Five seemed like a nice round number. Let's start with a simple prompt, and see how they do: Simulate a multiple choice test on…  ( 5 min )
    Demystifying RAG 🔍: Retrieval-Augmented Generation Explained
    The term RAG (Retrieval-Augmented Generation) refers to a hybrid AI framework that combines information retrieval (like Googling) with large language models (LLMs) to deliver accurate, context-aware answers. Unlike traditional LLMs that generate responses based solely on pre-trained knowledge, RAG grounds its answers in real-time, external data, minimizing errors and hallucinations. Why RAG Matters LLMs like GPT-4 excel at generating text but face limitations: Static knowledge: They can’t access up-to-date or domain-specific data. Hallucinations: They may invent plausible-sounding but incorrect facts. RAG solves this by dynamically retrieving relevant information before generating a response, ensuring answers are factual, current, and contextually grounded. How RAG Works: A 2-Phase Proc…  ( 4 min )
    Over the air (OTA) update using Revopush in react native
    In this article, we will learn what is over the air updates and how to configure and use over the air updates feature in react native app. An OTA (Over-The-Air) update refers to the process of delivering and applying updates to your React Native application directly to users’ devices without requiring them to go through the traditional app store update process (i.e., Google Play Store or Apple App Store). Instead of bundling all your JavaScript, assets (like images and fonts), and potentially native code into a new app binary that needs to be submitted, reviewed, and then downloaded by users from the app stores, an OTA update allows you to push changes to these elements directly to the installed app 1-Installation For NPM npm i @revopush/react-native-code-push For Yarn yarn add @revopush…  ( 5 min )
    Unveiling Open Hardware License: A Comprehensive Exploration of Open Source Hardware Licensing, Applications, and Future Trends
    Abstract This post offers an in-depth exploration of the Open Hardware License—a legal framework designed to promote transparency, collaboration, and fairness in hardware innovation. We delve into its unique background, core features, real-world applications, and challenges, while comparing it with other popular open source licenses. Along the way, practical examples, technical insights, tables, and bullet lists are provided. We also offer a future outlook on emerging trends such as blockchain integration and dual licensing approaches. Learn more about these concepts by visiting the Original Article. The world of open source has long been dominated by software licenses, but hardware innovation demands its own legal frameworks. The Open Hardware License is one such framework, aimed at pro…  ( 7 min )
    How to Manage State with Flutter Bloc and Cubit for Todos?
    Introduction Managing state in Flutter applications can sometimes be challenging, especially when you're dealing with complex state changes like creating, updating, or deleting records. In your case, while using Flutter Bloc and Cubit for managing a list of todos, you've encountered an issue with your todos not reloading after creating, updating, or deleting items. Let's dive into understanding the problem and exploring clean approaches to managing these state effects so you can enhance your app's performance and user experience. Understanding the State Management Issue In your implementation, you have created a set of states to manage the lifecycle of your todos, including initial states, loading states, and different success and error states for various actions. The key states are: TodoI…  ( 5 min )
    How to Prevent Email Spoofing with DMARC: A Comprehensive Guide
    Email spoofing remains one of the most prevalent cybersecurity threats organisations face today. When attackers successfully impersonate your email domain, they can damage your brand reputation, compromise sensitive information, and defraud your customers and partners. DMARC (Domain-based Message Authentication, Reporting, and Conformance) provides a powerful solution to combat these threats. This article explains how DMARC works, its benefits, and how to implement it effectively, including the emerging VMC (Verified Mark Certificate) technology. Email spoofing occurs when attackers forge the sender's address to make it appear as though an email originated from a legitimate source. This technique is commonly used in: Phishing attacks Business Email Compromise (BEC) scams Malware distribut…  ( 6 min )
    Google A2A RAG with Spring, Java, and MongoDB Atlas
    This project demonstrates how to build a powerful Retrieval-Augmented Generation (RAG) search application that integrates Google's Agent-to-Agent (A2A) protocol with Spring Boot and MongoDB Atlas. The system enables intelligent task management and semantic search capabilities through vector embeddings. Code for the project is here As AI systems move beyond isolated capabilities toward collaborative, autonomous behavior, the convergence of Agent-to-Agent (A2A) protocols with Retrieval-Augmented Generation (RAG) is laying the foundation for a new class of intelligent applications. These systems can not only understand user intent semantically but also delegate, recall, and refine tasks through coordinated agent interactions. The inclusion of vector databases like MongoDB Atlas makes this i…  ( 4 min )
    Mastering Regular Expressions in Linux: A Simple Guide for Beginners
    Table of Contents Introduction Why Are Regular Expressions Useful? 1. Searching for Text in Files 2. Replacing Text in a File 3. Extracting Specific Data 4. Filtering Lines Based on Specific Rules Basic Regex Patterns to Know Final Thoughts Regular expressions (often called "regex") are like a secret weapon for handling text efficiently in Linux. Whether you're searching through files, cleaning up data, or automating repetitive tasks, understanding regex can save you tons of time. Don’t worry it might seem tricky at first, but once you get the hang of it, you’ll wonder how you ever lived without it! Why Are Regular Expressions Useful? In Linux, everything revolves around text—logs, configuration files, command outputs. Regular expressions allow you to: Search for specific patterns…  ( 4 min )
    Understanding the enterkeyhint Attribute in HTML: Enhancing Virtual Keyboard UX
    Learn how the enterkeyhint attribute customizes the Enter key label in virtual keyboards, improving user experience across different input fields. Understanding the "enterkeyhint" Attribute  ( 2 min )
    Visualization Beyond Aesthetics
    In today’s data-driven world, we’re surrounded by slick dashboards, colorful graphs, and eye-catching infographics. Whether you’re scrolling through LinkedIn or sitting in a boardroom, chances are you’ve seen a chart that looks great—but does it actually help you understand the data? Data visualization is often praised for its aesthetic appeal, but effective visualization is about much more than making data look pretty. At its core, it’s about making complex information clear, truthful, and actionable. As Edward Tufte, a pioneer in the field, once said: “Graphical excellence consists of complex ideas communicated with clarity, precision, and efficiency.” — The Visual Display of Quantitative Information Let’s dive into why visualization should go beyond just the aesthetics—and how designer…  ( 5 min )
    The Benefits of Telemedicine: How It Helps?
    The healthcare landscape has undergone significant changes in recent years, particularly in the way patients access and engage with care. Among the most impactful developments is telemedicine, a technology-driven approach that allows patients to access medical care remotely. Telemedicine, which was once seen as a futuristic concept, has now become a vital component of modern healthcare. As more healthcare providers embrace this shift, many are investing in telemedicine app development to create secure, user-friendly platforms that support remote consultations and continuous patient care. So, how exactly does telemedicine help? Let’s dive into the many benefits that make telemedicine a convenience and a necessity in today’s healthcare landscape. A key benefit of telemedicine is its ab…  ( 6 min )
    🎮 Build a Gaming PC in 2025 (Without Sweating in May)
    ⚡ Today’s Deal: Download 7,000+ GitHub Projects from HN — LLMs, SaaS, OpenSource Tools, and more... 🎁 Instant download. One-time price (less than a single coffee). 🧠 Step 0: Accept Your Fate You’ve decided to build your own gaming PC in 2025 instead of buying one off the shelf. Bold move. Welcome to a world of thermal paste, RGB addiction, and YouTube rabbit holes. 🔧✨ Let’s dive into the madness—together. Here’s what you’ll need to build your beast: CPU 🧠 – The brain. Get AMD or Intel, just don’t start a war in the comments. GPU 🎨 – For crispy frames and RTX flex. RAM 🧵 – 16GB is minimum, 32GB is “I multitask like a maniac.” Motherboard 🧩 – Make sure it fits your CPU. They don’t all get along. Storage 💾 – SSD = Fast. HDD = “Why is my game loading slower than Skyrim…  ( 6 min )
    How to Start Contributing to Open Source Projects (Even as a Beginner)
    GM Folks So, you’ve just learned how to code or you’re learning and someone says: “You should contribute to open source!” You smile and nod, but deep down, you’re thinking: “Wait... what even IS open source? Relax. Breathe. You don’t need to be a senior developer, a Git wizard, or some kind of keyboard ninja. You can contribute to open source projects even if you're brand new. In fact, it’s one of the best things you can do as a beginner. Let’s break it all down step by step, no jargon, and a little bit of fun along the way. ** What Is Open Source (and Why Should You Care)?** open to everyone. You can see the code, use it for free, suggest improvements, or even help build it. Famous open-source tools you’ve probably heard of: React: for building websites and apps. Python: programming lang…  ( 5 min )
    How to Choose the Right Tech Stack for Your Web App in 2025: A Complete Guide
    Introduction What Is a Tech Stack? A tech stack is the combination of programming languages, frameworks, libraries, and tools used to build a web application. It includes: Frontend (client-side): Technologies that run in the browser (e.g., React, Vue.js) Backend (server-side): Technologies that run on the server (e.g., Node.js, Python, Ruby on Rails) Database: Where your app’s data is stored (e.g., PostgreSQL, MongoDB) DevOps and Hosting: Deployment and infrastructure tools (e.g., Docker, AWS, Vercel) Key Factors to Consider in 2025 ✅ Project Requirements Define your app’s core features. A real-time chat app requires different tech than an e-commerce store or an analytics dashboard. ✅ Scalability ✅ Performance ✅ Development Speed & Community Support ✅ Security Top Tech Stack Combinations for 2025 🔹 MERN Stack MongoDB, Express, React, Node.js Great for dynamic, single-page applications Large community and flexible architecture 🔹 Next.js + Node.js + PostgreSQL Supports server components and edge deployment 🔹 Python + Django + PostgreSQL Popular for enterprise-level applications and SaaS platforms 🔹 Laravel + Vue.js + MySQL Perfect for full-stack PHP development Cloud & DevOps in 2025 Cloud hosting is no longer optional. Choose tools that offer: CI/CD pipelines (GitHub Actions, GitLab CI) Containerization (Docker, Kubernetes) Serverless deployment (Vercel, Netlify, AWS Lambda) Mistakes to Avoid Choosing a stack based only on trends, not suitability Ignoring long-term maintenance and developer availability Over-engineering for a simple MVP Conclusion https://www.inspitetech.com/  ( 4 min )
    Announcing My New Weekly Article Series on System Design!
    First of all, I want to extend a heartfelt thank you for all the support you showed during my successful series of 20 weekly articles on distributed systems, which I completed in March. I will occasionally post articles on distributed systems if I come across topics that should be added. Your engagement and feedback have been incredibly motivating, and I'm excited to announce my next series on Dev.to! Starting this Sunday, I will be launching a new series focused on system design, inspired by the book Righting Software by Juval Löwy. This book is divided into two parts: system design and project design. My series will concentrate on the system design aspect. Weekly Articles: Every Sunday, I will release a new article that delves into various system design techniques and principles. We will dive into the real world examples. Comprehensive Coverage: While the book will serve as a reference, it is not necessary to have it. My articles will cover almost everything you need to know. Practical Insights: You will learn an amazing system design technique that I personally find invaluable. I use it in all my projects, whether they are small or large, professional or personal. Hands on: I will also try to deliver some hands on projects where people following will dive deeper into the concepts. I had the privilege of attending a System Design cohort led by Jeff Doolittle. The insights and knowledge I gained from that experience, combined with my day-to-day work on real-life systems, will be reflected in this series. I am committed to delivering the most valuable content, drawing from both the book and my practical experiences. Stay tuned, and don't forget to follow me to get the latest updates! Thank you once again for your support. Let's embark on this exciting journey of mastering system design together!  ( 3 min )
    Gatekeepers Limit Continuous Delivery’s Benefits
    Having too few people with deployment authority reduces software delivery performance. Developer experience and burnout may have put platform engineering in the spotlight, but focusing on continuous delivery will likely improve developer experience (DevEx) the most at your organization. There is, however, a speed bump ahead for those automating their deployment pipeline: deployment gatekeepers. If you don’t increase the number of people with deployment authority, you’ll miss many of the benefits of continuous delivery. A single deployment gatekeeper will lower your chances of getting a return on your investment within the first 100 days and permanently limit your software delivery performance. So, how does this happen? There is a dramatic shift in your work system once you automate your de…  ( 5 min )
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    Understanding referential equality in React's useEffect Victor Novais ・ Apr 5 '22 #javascript #react #webdev #typescript  ( 2 min )
    How YouTube Might Track “Most Replayed” Parts of a Video — in Ruby on Rails
    Have you ever noticed the spiky graph above the YouTube timeline showing "Most Replayed" sections? In this post, we’ll build a simplified version of that system using Ruby on Rails — to track, store, and visualize which parts of a video are being re-watched the most. We'll use two tables: videos – to store video metadata video_interactions – to log when a user scrubs, replays, or pauses at a specific second videos # db/migrate/20250515120000_create_videos.rb class CreateVideos < ActiveRecord::Migration[7.0] def change create_table :videos do |t| t.string :title t.integer :duration_seconds t.references :uploaded_by, foreign_key: { to_table: :users } t.timestamps end end end video_interactions # db/migrate/20250515120500_create_video_interactio…  ( 4 min )
    How to Get Method Names with Type Parameters in Kotlin?
    In Kotlin, it's convenient to retrieve the names of methods for logging or debugging purposes, especially when leveraging IDE refactoring features. This article addresses the common issue developers encounter when trying to obtain the name of a method that has type parameters, and provides clear solutions for achieving this goal while maintaining code clarity. Understanding the Problem When attempting to retrieve the name of a method using the reference operator (::), developers often succeed with methods that do not have type parameters. The syntax this::foo.name works seamlessly for simple methods. Example of a Basic Method Take a look at the following class that includes a method without type parameters: class A { fun foo() { /* implementation */ } fun bar() { val fooNa…  ( 4 min )
    The SEO Game Has Changed
    If ChatGPT Can't Find You, Do You Even Exist? The rise of AI-powered tools like ChatGPT, Perplexity, and Google's new AI search is reshaping how we think about content discovery. Traditional SEO (Search Engine Optimization) is no longer enough. Today, it's just as important to consider how your content surfaces in AI-generated responses, not just in Google's search results. Being on page two of Google used to be a death sentence. Now, it's worse: if AI tools can't find or quote you, you're invisible. GEO builds on traditional SEO, but the game has changed: Instead of asking "How do I rank on page one?", ask "How do I become a trusted source AI will quote?" SEO focuses on optimizing content for traditional search engines like Google, through keywords, backlinks, metadata, and technical op…  ( 4 min )
    Brand Design for SaaS Startups: Your Ultimate Competitive Advantage
    By Passionates.com - Your Strategic Design Partner As a SaaS founder, you've likely invested countless hours perfecting your product's functionality. Yet despite your innovative technology, potential customers might struggle to distinguish your solution from competitors at first glance. This isn't just a marketing challenge—it's a strategic business problem that directly impacts your conversion rates, customer acquisition costs, and ultimately, your growth trajectory. In this guide specifically for SaaS founders, we'll explore how strategic brand design creates a decisive competitive advantage, transforms complex features into compelling visual narratives, and builds the trust necessary to win enterprise deals—all while managing implementation costs and team adoption. While traditional bra…  ( 9 min )
    New Super Simple Static Web Hosting - EdgeOne Pages Drop
    Hey guys, I found a new free hosting app that looks like tiiny.host, surge.sh, static.app etc. EdgeOne Pages Drop How is this different to tinny.host, surge.sh, static.app etc? Only compare the differences between the free version packages EdgeOne Pages Drop TiinyHost Static.app Active Projects 40 1 1 File Uploads 25 MB 3 MB 50 MB Visitors /mo Almost Unlimited 5000 Unknown Bindwidth /mo Almost Unlimited 5GB Unknown Free Sub-Domain Yes Yes Yes SSL Certificate Yes Yes Yes Storage 5 GB 3 MB 50 MB Custom Domain Yes No No Brand Logo No Yes Yes  ( 3 min )
    How to Pass Array Parameters in JUnit 5 Parameterized Tests?
    When working with JUnit 5's parameterized tests, you might encounter an issue trying to pass an array of strings as a parameter, particularly when using the @CsvSource annotation. Let's address this common problem and provide a step-by-step solution to correctly pass multiple parameters, including an array. Understanding the Parameter Resolution Issue The error you received, ParameterResolutionException, indicates that JUnit is unable to resolve the third parameter in your test method. In your case, this third parameter is meant to be an array of strings. JUnit 5 does not inherently support parsing array types from a CSV source. However, with a little modification, you can achieve the desired functionality. Step-by-Step Solution to Pass Array Parameters To pass an array of strings as a par…  ( 4 min )
    Hit a Wall During Upgrade? This Guide Walks You Through Upgrading DolphinScheduler from 2.0 to 3.0
    Due to project requirements, we needed the data quality module, which offers excellent data quality monitoring capabilities for data warehouses. Therefore, we decided to upgrade from the existing 2.0 version to 3.0 or above. We tested both versions 3.0.1 and 3.1.1 by running identical task scheduling operations such as pausing tasks. In the end, we chose version 3.0.1. Reasons: When testing SQL tasks in 3.1.1, launching hundreds of SQL tasks simultaneously caused errors that prevented many tasks from running properly. After consulting the community experts, it was confirmed to be a bug in DolphinScheduler. Although this issue occasionally appears in 3.0.1 as well, it is much less frequent. Versions above DS 3.0.1 use a newer version of the ZooKeeper dependency. The driver version is 3.8.…  ( 15 min )
    What is chatbot?
    A chatbot (originally chatterbot)[1] is a software application or web interface designed to have textual or spoken conversations.[2][3][4] Modern chatbots are typically online and use generative artificial intelligence systems that are capable of maintaining a conversation with a user in natural language and simulating the way a human would behave as a conversational partner. Such chatbots often use deep learning and natural language processing, but simpler chatbots have existed for decades. Although chatbots have existed since the late 1960s, the field gained widespread attention in the early 2020s due to the popularity of OpenAI's ChatGPT,[5][6] followed by alternatives such as Microsoft's Copilot, DeepSeek and Google's Gemini.[7] Such examples reflect the recent practice of basing such…  ( 3 min )
    The Role of AI in Modernizing Traditional Industries
    Artificial Intelligence (AI) is no longer just a futuristic concept—it is actively reshaping traditional industries, driving efficiency, innovation, and competitive advantage. From manufacturing and healthcare to agriculture and finance, AI-powered solutions are optimizing operations, reducing costs, and unlocking new possibilities. While some industries have rapidly embraced AI, others are still navigating the best ways to integrate these technologies. This blog explores how AI is modernizing legacy sectors, the key technologies driving this change, and the broader economic and societal implications. For businesses exploring AI adoption, platforms like Technostacks AI and Data solutions provide tailored approaches to digital transformation. 1. AI-Powered Automation is Reducing Operationa…  ( 5 min )
    Log me Baby
    A couple of months ago I joined CloudRift, tagging along my long time peer Dmitry in his new venture. One of the first things that came up was setting up log aggregation — something many projects start without, but quickly realize they need after spinning up more than one server. It should be a mundane task after having done this a few times, but yet again, there is a twist and something new to discover. I pull out my usual cards and start with ELK, since even though there are serious contenders out there, I still find Kibana unbeatable, and most people love it. CloudRift deploys its agents on pools of nodes which in turn communicate with an orchestrator that acts as a centralized resource broker. While in most scenarios log forwarding is handled by a daemon, like filebeat or fluentd, with…  ( 11 min )
    How to Completely Disable Zooming on Mobile Web Pages?
    When developing mobile web applications, you might encounter situations where you want to disable zooming entirely to maintain the integrity of your design or functionality. Whether it’s a web game or a form-based application, there are various approaches, but achieving a comprehensive solution can sometimes be tricky. In this article, we will explore how to disable zooming on mobile web pages, including all the common methods and their effectiveness. Why Disabling Zooming Might Be Necessary There are several reasons why developers may want to disable zooming on mobile web pages. For games or interactive applications, zooming can disrupt the user experience, making it harder for players to interact with the game elements. Additionally, certain design layouts may not respond well to zooming…  ( 5 min )
    How to Fix Broken Layouts Caused by WordPress Themes
    Few things are as visually jarring as logging into your site and discovering the layout is all over the place-menus misaligned, sidebars vanishing, fonts looking strange, and content overlapping. Layout issues in WordPress are often rooted in theme conflicts, corrupted updates, or CSS problems. When a theme breaks the visual structure of your site, the user experience suffers-and so can your traffic and conversions. If you've found yourself battling a broken layout, don't worry. **Below are well-researched, practical solutions that can help you diagnose and fix layout problems caused by your WordPress theme, without needing to tear down your entire site. Sometimes, what you see isn’t what’s actually broken. Your website might still be functional under the hood, but cache layers-especially…  ( 6 min )
    How to Effectively Vet Your Supply Chain for Optimal Performance
    In today’s world, software projects often rely on many open source libraries. While these libraries speed up development, they can also bring hidden risks if they are not checked carefully. A single unsafe library can compromise an entire project. SafeDep’s vet tool helps you guard your software supply chain by checking every library you use. Below is a detailed, step-by-step guide to understanding, installing, and using vet in your projects. But why is Supply Chain Security matter? A supply chain attack happens when an attacker hides bad code in a library or package that many developers download. When you add that library to your project, the bad code can: Steal sensitive information Break parts of your application Spread malware to users Beyond Traditional Scanning Supp…  ( 6 min )
    From Dev Sketch to Diagram with AI: Visualize Ideas and Generate JSON Like Never Before
    Introduction: With a simple description, you can generate full JSON structures, visualize them instantly, and export clean diagrams — all in one platform. 💡 Why This Tool? It understands natural language It generates valid JSON structures It converts those structures into interactive visual diagrams And it lets you export and integrate that data quickly 🧠 Key AI-Powered Features “A blog post with title, content, author, and tags” JSON to Diagram Full Diagram Export ✨ Built for Devs Like You A front-end dev planning API responses A back-end dev structuring object models A data architect visualizing schemas Or just someone who prefers visuals over raw data jsonviewer.tools helps you move from idea → structure → output in record time. ⚠️ Note: Sign-Up Required Want to try it out? Sign up now and explore all the AI features available. 🚀 Ready to Turn Ideas into Structure? 👉 Get started now at jsonviewer.tools  ( 3 min )
    How Server Management Practices Impact Website Performance: An SEO Perspective
    In the world of digital marketing and SEO, we often focus heavily on content, backlinks, and keywords. However, one often overlooked factor is server management—a technical area that has a surprisingly significant impact on site performance and rankings. Google considers page speed and uptime when ranking websites. If your site takes too long to load or frequently goes down, your rankings can be negatively affected. Some of the key server-side factors that influence SEO include: Server response time (TTFB) Downtime or hosting issues Poor load balancing or caching strategies Misconfigured SSL or redirects These aren't typically in an SEO’s toolkit, but they have direct consequences. Recently, while working with a client whose site was experiencing random slowdowns, we discovered the issue was rooted in unmanaged server processes consuming too many resources. After a server audit and implementing best practices (including log rotation, performance monitoring, and scaling strategies), we saw a measurable improvement in Core Web Vitals and a 12% increase in organic traffic in 3 weeks. For those unfamiliar with these tasks, there are server management teams that handle these backend operations seamlessly, allowing businesses to focus on growth while maintaining technical health. SEO isn't just about keywords and content. If you're ignoring server-side optimization, you're leaving potential growth on the table. Collaborating with developers and sysadmins—or understanding their pain points—can give you a competitive edge in search results. Have you ever encountered server issues that affected your SEO performance? Let's discuss in the comments.  ( 3 min )
    Introducing Cloud Attachment Pro: A Free Redmine Plugin for Seamless Cloud Storage Integration
    We're excited to share some awesome news from RailsFactory! Meet Cloud Attachment Pro - a fresh, community-driven Redmine plugin developed by our brilliant team member, Sivamanikandan. This is our way of paying it forward to the developer community we deeply value and support. This plugin is available for free and is designed to make file storage in Redmine more flexible and future-proof. Redmine’s default attachment handling relies on local file storage. While that works well for many teams, it becomes a challenge as your application scales or when you want to offload storage to cloud providers for performance, cost, or compliance reasons. Cloud Attachment Pro solves this by enabling Redmine to store attachments in a variety of cloud storage backends including: Amazon S3 Google Clo…  ( 4 min )
    HAS-A vs IS-A in OOP C#
    In Object-Oriented Programming (OOP), HAS-A and IS-A relationships are fundamental concepts used to describe how classes and objects relate to each other. While these apply to many OOP languages like Java or C#, the principles are universal. IS-A Relationship (Inheritance) Represents: A subtype relationship (child → parent) Mechanism: Achieved through inheritance. Implies: The derived class is a type of the base class. Usage: Use when there’s a clear hierarchical relationship. public class Animal { public void Eat() => Console.WriteLine("Eating..."); } public class Dog : Animal { public void Bark() => Console.WriteLine("Barking..."); } // Usage Dog dog = new Dog(); dog.Eat(); // Inherited dog.Bark(); // Dog-specific Dog IS-A Animal. HAS-A Relationship (Composition) Represents: A class containing references to other classes as members. Mechanism: Achieved through composition (member variables). Implies: A class has a reference to another class. Usage: Use when one object uses another. public class Engine { public void Start() => Console.WriteLine("Engine starting..."); } public class Car { private Engine engine = new Engine(); public void StartCar() { engine.Start(); Console.WriteLine("Car started."); } } // Usage Car car = new Car(); car.StartCar(); Car HAS-A Engine. Aspect IS-A HAS-A Meaning Inheritance (child ← parent) Composition (class contains) Implementation class B : A {} class A { B b; } Example Dog : Animal Car has Engine Use Case Reuse behavior via inheritance Delegate tasks via composition Polymorphism Supported Not directly Prefer composition (HAS-A) over inheritance (IS-A) when possible (favor delegation for flexibility). Use IS-A only when the subclass truly fulfills the contract of the superclass (Liskov Substitution Principle).  ( 3 min )
    Cloudflare Tunnel for Home Assistant
    I continue to take care of my Home Assistant. This week, I replaced my original setup with Cloudflare Tunnel. My usage of Home Assistant required external access from the beginning. I achieved it in two steps: I created a subdomain of frankel.ch, which pointed to my router's external IP. On my router, I opened a dedicated port. In turn, the router forwarded requests to my HA. The next action was to secure connections via an SSL certificate. I initially aimed for mTLS, but I couldn't achieve it because the iPhone HA application doesn't support it. However, encrypted communication to my server was a hard requirement. The good news is that the times when SSL certificates were a luxury feature are gone. Let's Encrypt makes them available to everybody for free. Let’s Encrypt issues certificates…  ( 7 min )
    Evolve or Fade: How to Future-Proof Your Personal Brand in Tech
    “If your personal brand hasn’t changed in the last 12 months, you’re not building a brand—you’re preserving a fossil.” I learned this the hard way. I grabbed what I thought was a genius personal brand in 2021. I had keywords on my LinkedIn profile, a clean site, and blogged once a week. I was amazed—until it struck me one day that while I kept talking about "clean code" and "modern stacks," the rest of humanity was writing about AI, shipping publicly, and narrating about self. My brand did not reflect my growth. It reflected what I was yesterday. And that's when I knew: Why Personal Branding Is No Longer Optional in Tech And unlike resumes or portfolios, personal branding isn't permanent. But the shocker is this: 5 Ways to Future-Proof Your Personal Brand Rebuild Your Brand Every Quarter A…  ( 5 min )
    Never get caught off guard: Receive your server's health every minute by Email
    Introduction For system administrators, surprises are rarely a good thing. Whether it's a sudden spike in CPU usage, memory running dangerously low, or disk space nearing its limit, these issues can quickly escalate into major problems : from system slowdowns to full outages. 1. Why monitor your server every minute? When it comes to server health, timing is everything. Even a few minutes of downtime can have serious consequences… from lost revenue to broken user trust. While traditional monitoring solutions may check system status every 5 or 10 minutes, some environments require faster feedback and immediate awareness. a. Real-Time awareness b. Faster incident response c. Lightweight alternative to complex monitoring tools d. Ideal for headless or remote servers 2. What metrics should …  ( 8 min )
    Make C++ a better place #3: D as an alternative
    The D programming language, commonly known as DLang, offered a fresh perspective on system-level programming by blending familiar features of C++ with modern mechanisms to enhance code safety, simplicity, and performance. Created by Walter Bright, it is meant to be a viable alternative to C++ for developers seeking to improve productivity and code safety while maintaining the low-level control that C++ offers. DLang is a general-purpose, statically typed programming language with many parallels to C++. Like C++, it supports object-oriented programming, manual memory management and systems programming. However, DLang builds on these fundamentals by introducing features that mitigate some of the complexities and pitfalls of C++, like garbage collection. If you didn't see the first article of…  ( 12 min )
    In-Depth Analysis of HarmonyOS 5 ArkWeb: Unveiling Core Functions and Hidden Tips
    In-Depth Analysis of HarmonyOS 5 ArkWeb: Unveiling Core Functions and Hidden Tips I. Introduction: The Core Role of HarmonyOS 5 ArkWeb In the HarmonyOS 5 ecosystem, ArkWeb serves as a key component for H5 page rendering and hybrid development. Although official documentation elaborates on basic functions, many advanced features and performance optimization techniques remain "under the iceberg." This article deeply dissects the core functionalities of ArkWeb and, combined with practical experience, reveals hidden tips not explicitly mentioned in official documents. Web Page Loading ArkWeb can not only load remote or local web pages but also seamlessly integrate with native H5 features for hybrid development. In Abilities, ArkWeb can replace the RichText component to load ric…  ( 6 min )
    .NET Learning Notes: Test Your Code(Unit Test)
    Unit Test Unit testing is a type of software testing where individual units or components of a software are tested in isolation. The purpose is to validate that each unit of the software performs as expected. A unit is the smallest testable part of an application, such as a function, method, or class. Arrange-Act-Assert(AAA) is a simple and effective pattern for writing clear and structured unit tests: Arrange-set up the necessary objects and state, Act-perfom the action you want to test, Assert-verify that the action produced the expected result. Commenting the AAA phases is recommended, especially during learning, in shared codebases, or for more complex test cases. It improves readability, consistency, and maintainability of tests. The scope of unit tests typically focuses on classes …  ( 5 min )
    AWS Cost Optimization Without Compromising the Well-Architected Pillars
    In today's cloud-native world, cost optimization is no longer optional—it's a critical part of responsible cloud usage. But in the race to cut down AWS bills, many teams unknowingly compromise security, performance, or reliability. This blog will guide you through cost optimization strategies that align with AWS's Well-Architected Framework, ensuring your cloud architecture remains resilient, secure, and efficient. Understanding the AWS Well-Architected Pillars Before diving into optimization strategies, let’s quickly revisit the five pillars of the AWS Well-Architected Framework: Operational Excellence – Running and monitoring systems to deliver business value. Security – Protecting information and systems. Reliability – Ensuring workloads perform as intended. Performance Efficiency – Usi…  ( 4 min )
    🎢 Scroll-Linked Animations in CSS Are Here — And They’re Kinda Awesome
    Ever wanted to animate something on scroll without reaching for JavaScript? Well, good news: modern CSS has a new trick up its sleeve called animation-timeline: scroll() — and it’s surprisingly powerful. Let me show you what it is, how it works, and why you might want to use it in your next project. ⸻ 🌀 What Is animation-timeline: scroll()? Traditionally, CSS animations run on a timeline based on time (seconds, milliseconds, etc.). But with this new feature, the animation is synced to the scroll position of an element. That means: the more you scroll, the further along the animation progresses — and when you stop scrolling, the animation pauses too. No JavaScript. No ScrollTrigger. Just clean CSS. ⸻ ✏️ A Simple Example Here’s a quick setup I made: <div id="square"…  ( 5 min )
    ✅ Add Joi Validation Middleware
    Let's add validation using Joi to our existing Node.js + Express blog API, specifically for creating articles. npm install joi Create a file: middlewares/validateArticle.js const Joi = require('joi'); // Define the schema const articleSchema = Joi.object({ title: Joi.string().min(3).max(100).required(), content: Joi.string().min(10).required(), author: Joi.string().min(3).required() }); // Middleware to validate request body function validateArticle(req, res, next) { const { error } = articleSchema.validate(req.body); if (error) { return res.status(400).json({ error: error.details[0].message }); } next(); } module.exports = validateArticle; It checks that: title is a string between 3–100 chars content is at least 10 chars author is required and at least 3 chars If validation fails, it sends a 400 response with a message like: "title" is not allowed to be empty In your route file (or server.js, depending on your structure): const express = require('express'); const mongoose = require('mongoose'); const cors = require('cors'); const Article = require('./models/article'); const validateArticle = require('./middlewares/validateArticle'); const app = express(); app.use(express.json()); app.use(cors()); // POST with validation middleware app.post('/api/articles', validateArticle, async (req, res) => { try { const newArticle = new Article(req.body); const savedArticle = await newArticle.save(); res.status(201).json(savedArticle); } catch (err) { res.status(500).json({ error: 'Server error while creating article' }); } }); { "title": "How to Use Joi", "content": "Joi is a powerful schema description and validation tool...", "author": "Xavier" } { "title": "", "content": "short", "author": "" } Response: { "error": "\"title\" is not allowed to be empty" }  ( 3 min )
    Project KARL
    Hello Readers It's day #19 of building KARL - AI. Update: Project is in Early-Stage Development. Documentation is going on parallelly. Explore more here  ( 2 min )
    When should I use LLMs?
    As LLMs like ChatGPT, Gemini, and Grok soar in popularity, the Spiderly library stands out by addressing what they can’t yet fully handle: project architecture that demands a broader perspective and deeper understanding. Developers leaning heavily on LLMs without grasping the generated code are more prone to errors that, if they slip into production, take longer to fix. Spiderly minimizes those risks. With Spiderly.CLI tool you create a solid foundation with whole app structure, email auth, Google auth, logging etc. Then, the Entity Administration Source Generator builds everything you need for entity management. From there, you focus your brainpower on solving the end user’s specific problems. The star of Spiderly is its Entity Administration Source Generator (Spiderly.SourceGenerators project), a standalone tool. It delivers: Easily customizable, responsive admin forms for entities on the client side Client-side form validations and server-side object validations for incoming client data Controller methods for both client and server Flexible authorization methods Server-side CRUD methods for entity administration Methods for filtering and working with tables Spiderly also tackles other essentials: authentication (client and server, using JWT tokens), API request rate limiting, logging, entity versioning, consistent database table naming, and client-side app layout design. I’d love for this, open-source project to spark a community that sets a standard for solving general coding challenges worth tackling broadly. Right now, Spiderly focuses on web apps using C#, Azure, EF Core (Lazy Loading), Serilog, JWT, FluentValidation, Mapster, SQL Server, Angular, and PrimeNG. Spiderly website: https://www.spiderly.dev, Check out a 4-minute demo of building an app with Spiderly.CLI: https://youtu.be/t3TfUmnKUI4?si=rpjSupNyQVd_nS2J Spiderly library source code: https://github.com/filiptrivan/spiderly Example app using Spiderly: https://github.com/filiptrivan/plenum-rmt Let’s build something great together!  ( 4 min )
    Automatiser l'Envoi de Rapports Système au SysAdmin Chaque Minute avec Python & Cron
    Introduction Dans cet article, nous allons apprendre à automatiser un script Python qui surveille les performances d'un serveur et envoie un rapport par email toutes les minutes. Ce rapport comprend : C'est un excellent exercice de sysadmin et un outil utile en production. Étape 1 : Installer les dépendances Ouvre ton terminal et exécute : Étape 2 : Le Script Python TO_EMAIL = "sysadmin_aws_cdkin4@mtech-rdc.org" your_email@example.com" # Remplace avec ton email https://ifconfig.me").text.strip() name == "main": * * * * /usr/bin/python3 /chemin/vers/server_report.py ⚠️ Vérifie le chemin exact de Python avec which python3 Étape 5 : Visualiser les logs en temps réel * * * * /usr/bin/python3 /chemin/vers/server_report.py >> /home/ismael/logs/server.log 2>&1 Conclusion En combinant Python et Cron, tu peux créer un outil de monitoring système minimaliste, mais puissant. Tu es maintenant capable de surveiller l'état de n'importe quel serveur et d'envoyer des alertes automatiquement à ton SysAdmin. Cette solution est idéale pour  Les petits projets auto-hébergés Le monitoring d'urgence L'apprentissage de l'administration système  ( 4 min )
    The Art of Writing Maintainable React Components
    The Art of Clean React: Principles for Maintainable Components 🎨 Single Responsibility Principle (SRP): One Job, One Component 🎯 Just like functions should do one thing well, so should your components. A component should ideally have a single, well-defined purpose. If a component starts handling too many responsibilities (managing multiple unrelated states, fetching diverse data, rendering complex unrelated UI), it becomes harder to reason about and more prone to breaking.   Bad Example (Multiple Responsibilities): Imagine a component that fetches user data and handles form submissions for a new address. Good Example (Separated Responsibilities): Break this down into two components: one responsible for fetching and displaying user data (UserProfile), and another for handling the address…  ( 5 min )
    HarmonyOS Next Industrial Control Application Development Case Analysis
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in the development of industrial control applications and summarize them based on actual development practices. Under the wave of Industry 4.0, the intelligence and efficiency of industrial control applications have become the key to development.HarmonyOS Next brings new solutions to the industrial control field with its powerful distributed and real-time processing capabilities, combined with the efficient development characteristics of Cangjie language.Next, we will conduct an in-depth analysis of the development process of HarmonyOS Next industrial control applications through actual cases. Industrial control applications need to meet the two core needs of equipment monitoring and automation contro…  ( 6 min )
    HarmonyOS Next Education Application Development Practice and Thoughts
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in educational application development and summarize them based on actual development practices. Educational applications play an important role in today's digital learning era. With the help of HarmonyOS Next and Cangjie language, we can create more innovative and practical educational applications.Next, let us enter the development world of HarmonyOS Next educational applications and share practical experience and thoughts. An excellent educational application needs to meet many functional needs.The course learning module should cover a wealth of course resources, support various forms of learning content display, such as video courses, document materials, interactive courseware, etc., and be able t…  ( 6 min )
    HarmonyOS Next Medical Health Application Development Exploration
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in the development of medical and health applications, and summarize them based on actual development practices. In the era of big health, medical and health applications have become people's right-hand assistants to protect their health.Today, we will use HarmonyOS Next and Cangjie language to explore the wonderful journey of developing an innovative medical and health application to see how to provide users with more convenient and efficient health management services. The functional requirements of this medical and health application focus on multiple aspects of user health management.First, health data monitoring is used, connecting various smart wearable devices and home medical devices, collecti…  ( 6 min )
    HarmonyOS Next e-commerce application development full process analysis
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in e-commerce application development and summarize them based on actual development practices. At a time when the e-commerce industry is booming, a powerful and smooth e-commerce application is the key to corporate competition.Today, based on HarmonyOS Next and Cangjie language, we will analyze in detail the full process of e-commerce applications from planning to online development. The functional needs of e-commerce applications are rich and diverse.From the user's perspective, there is a product display module that can clearly present pictures, details, prices and other information of various products, and also supports product search and screening to facilitate and quickly find the favorite produ…  ( 6 min )
    Réplication Interrégionale avec Amazon S3 : Le Guide Complet pour Protéger et Optimiser vos Données
    Dans un monde où la donnée est au cœur de toutes les décisions, assurer sa disponibilité, sa durabilité et sa conformité n'est plus une option, mais une nécessité. C'est là qu'intervient la Réplication Interrégionale (Cross-Region Replication, CRR) d'Amazon S3. Cette fonctionnalité puissante vous permet de copier automatiquement et de manière asynchrone des objets d'un compartiment source vers un compartiment situé dans une autre région AWS.  Pourquoi utiliser la réplication interrégionale ? Résilience des données  Protégez vos données contre les pannes régionales majeures. En cas d'indisponibilité d'une région, vos données sont toujours accessibles depuis une autre. Conformité réglementaire  Répondez aux exigences légales qui imposent le stockage de données dans des régions géographiques spécifiques. Amélioration des performances  Réduisez la latence en rapprochant vos données de vos utilisateurs finaux, notamment dans des architectures multi-régionales.  Prérequis Gestion des versions activée : Obligatoire sur les compartiments source et destination.  Étapes de configuration Création des compartiments Source : Créez un compartiment dans la région principale. Destination : Créez un second compartiment dans la région cible. Activez la gestion des versions sur les deux. Mise en place de la règle de réplication Allez dans la console S3, sélectionnez le compartiment source. Sélectionnez le compartiment de destination (dans une autre région). Enregistrement Validez et enregistrez la règle pour activer la réplication.  Points d'attention Objets existants : La CRR ne prend pas en charge la réplication rétroactive. Utilisez S3 Batch Replication pour répliquer les objets déjà présents.  En résumé La réplication interrégionale d'Amazon S3 est un pilier essentiel de toute stratégie cloud robuste. En quelques clics, vous assurez à vos données une résilience accrue, une latence réduite et une meilleure conformité réglementaire.  ( 4 min )
    Scaling Apache SeaTunnel for Enterprise: Billion-Level Data Processing and Intelligent Fault Tolerance in Real-World Use Cases
    With the continuous complexity of data sources and the rapid evolution of business demands, general-purpose data integration frameworks often face many challenges in practical deployment: frequent issues such as irregular data structures, missing fields, mixed sensitive information, and unclear data semantics. To better address these complex scenarios, a leading publicly listed cybersecurity enterprise has performed secondary development based on Apache SeaTunnel, building a scalable, easy-to-maintain data processing and intelligent fault-tolerance mechanism suitable for complex scenarios. This article will comprehensively introduce the relevant technical implementations around actual functional extensions and design concepts. In practical business scenarios, the data sources we face are h…  ( 9 min )
    Design and Implementation of Active Image Caching Based on HarmonyOS 5 Ability Image Component
    Overview I. Component Structure Analysis export struct ImageReloadComponent { // State management @State isOnError: boolean = false @Require @State @Watch('updateSrc') src: PixelMap | ResourceStr | DrawableDescriptor = '' // Image rendering parameters @State objectFit: ImageFit = ImageFit.Cover @State objectRepeat: ImageRepeat = ImageRepeat.NoRepeat @State interpolation: ImageInterpolation = ImageInterpolation.Low // Controller instance imageReload: ImageReloadComController = new ImageReloadComController() ​ async aboutToAppear(): Promise { if (typeof this.src === 'string') { this.src = await this.imageReload.downloadImageToCache(this.src) } } ​ build() { Image(this.src) .objectFit(this.objectFit) .onComplete(() => th…  ( 4 min )
    Crack the Google Interview in 2025: Your Complete Preparation Guide
    Dreaming of working at Google? You're not alone. Google is one of the most popular employers in the world —known for its innovation, amazing work culture, and products that impact billions. But how do you actually get in? This guide is your personal, step-by-step plan for getting through Google's hiring process in 2025. Whether you're a college student, an experienced engineer, or switching careers, this blog will help you with the right tools, timelines, and mindset to land your dream job at Google. Working at Google means joining a company that shapes the future of technology. With a median SWE salary of $192,000 (Glassdoor, 2025) and a #4 ranking on Fortune's Best Workplaces 2024, Google offers unmatched compensation and culture. You'll tackle groundbreaking projects—like AI advanceme…  ( 9 min )
    Zero to API Hero: Crafting Go Web Services with Echo 🚀
    Introduction Remember the days when setting up a web server meant writing hundreds of lines of boilerplate code? Those days are gone, my friend! If you're tired of heavyweight frameworks that require a PhD in Configuration Science, then Go's Echo framework is about to become your new best friend. As a developer who has spent more hours than I'd like to admit wrestling with bloated web frameworks, discovering Echo was like finding that perfect-sized coffee mug - not too big, not too small, just right for delivering that caffeine... I mean, HTTP requests... efficiently to your brain... err, users. Today, we'll build a lightweight yet powerful web service using Go and Echo that can handle real-world scenarios without the real-world complexity. Buckle up, Gophers! If frameworks were vehicle…  ( 7 min )
    Database Schema Design: How to Structure Your App’s Data Effectively
    Schema design is often overlooked until things break — slow queries, data duplication, or invalid references. A well-thought-out schema saves you from these headaches. In this guide, we break down schema design using common app scenarios and explain core concepts like normalization, referential integrity, and visual tools. Online Store: Use Customers, Orders, and Products to track transactions and manage inventory. Foreign keys link buyers to orders and products. User-Generated Content: Users, Posts, and Comments form the foundation of content platforms. Indexes help performance, and foreign keys ensure data integrity. Event Scheduling: Organize events using Events, Venues, and Registrations. Schema rules ensure attendees aren’t linked to non-existent events. Entities & Attributes: Entitie…  ( 17 min )
    Cracking the Compiler: What Happens After Preprocessing
    Introduction In our last article, we followed a C program through its entire compilation journey - from source code to executable. Now, we’re zooming in on the compilation phase, the step that transforms your high-level code into something closer to the machine's language. This is where the real magic begins. In the previous article, we explored how a C source file is transformed into an executable through a series of key stages. These are: Preprocessing Compilation Assembly Linking While each of these phases plays a crucial role, they can themselves be broken down into even finer steps. Specifically, the Compilation Phase is made up of 6 smaller steps. These are: Lexical Analysis Syntax Analysis Semantic Analysis Intermediate Analysis Optimization and finally Code Generation Lexical Ana…  ( 6 min )
    Why the alt Attribute Matters?
    Images are an essential part of the web. They inform, engage, and enhance the overall user experience. But what happens when an image fails to load, or when a user cannot see it? That’s where the humble alt attribute of the tag comes into play, serving as a vital link between visual content and universal accessibility. The alt attribute in HTML provides alternative text for an image. This text is displayed if the image cannot load. More importantly, it is read aloud by screen readers, helping visually impaired users understand the content and context of images. alt Attribute Important? The alt attribute serves several important purposes, Visually impaired users rely on screen readers to navigate the web. The alt text provides a textual description of images, giving these users cr…  ( 5 min )
    4-Way Switch: The Jedi of Circuit Control
    In a galaxy where circuits hum like lightsabers and electrons duel like Sith Lords, there exists a guardian of balance—the 4-Way Switch. Forged in the fires of the Jedi Temple and sharper than a vibroblade, this switch channels the Force to command hallway lights, stairwells, and even Darth Vader’s meditation chamber. Let’s decode why this rebel hero outsmarts clunky Imperial wiring! Chapter 1: The Force of Three (and a Switch) 4-Way Switch is no mere droid scrap. Crafted by Master Yoda’s Wiring Council, it wields three tenets of the Force: Jedi Precision: Routes travelers smoother than Luke’s X-wing through the Death Star trench. Why Stormtrooper switches fail: Single-Pole Switches: Clumsy as a blaster-armed trooper missing every shot. Chapter 2: The Galactic Applications Coruscant High-…  ( 4 min )
    ☁️ Best Cloud Platform to Learn in 2025 – AWS, Azure, or Google Cloud?
    Choosing the right cloud platform in 2025 depends on your goals. Here's a quick breakdown: *🚀 1. AWS (Amazon Web Services) Most used globally Ideal for developers, DevOps, security, and big data Huge job market 🌐 2. Microsoft Azure Best for enterprise IT & hybrid cloud setups Great if you're already working with Windows Server or .NET 📊 3. Google Cloud Platform (GCP) AI/ML friendly (Vertex AI, BigQuery) Popular in data science and startups 🧠 Tip: Start with free tiers & get certified (AWS CCP, Azure Fundamentals, etc.) 🔗 Full blog:  ( 3 min )
    When a password manager forgot how to manage, I brought the drama
    Some stories begin with a bug report. Mine begins with Bitwarden... and ends with a stand-up comedy set on GitHub. I just wanted to register. That’s all. No expectations. No edge cases. Just one humble email and a password. But when the UX said “no,” I said, “fine — I’ll write a one-act play instead.” So here it is: A theatre of sarcasm, screenshots, a dramatic banner, and a not-so-silent scream of a user who had some free time and a working brain. 🎭 Link to the GitHub drama: https://github.com/MenstaDay/bitwarden-registration-theatre No bitterness. Just a story of broken UX, markdown, and emotional processing through code. If Bitwarden ever fixes the flow — I might write a sequel: “The Return of the Registration” — Юленька Николайская (the girl who writes software reviews like they're theatre)  ( 3 min )
    Remove Vowel-java,PasswordValidator,Regex,Password Valitation
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    How to Handle Null Values and Case Sensitivity in JPA Queries
    When working with JPA queries, it’s common to encounter challenges when filtering results, particularly regarding case sensitivity and null values. In this article, we will explore how to write a JPA query that effectively manages both of these issues while adhering to best practices. Understanding the Problem You've encountered a scenario where you need to filter orders based on various criteria, including the order status. However, the challenge arises when you want the query to be case-insensitive and also return all orders when the status parameter is null. Your Current JPA Query Here's the current query you provided: @Query("SELECT o FROM OrderEcom o WHERE o.remove = false and o.orderNumber is not null and o.client.id = :clientId and o.createDate between :dateIn " + "and :d…  ( 4 min )
    🎉 Two New Milestones on My Full Stack Journey! 🚀
    Hey devs! 👋 I'm back with a quick update on my full stack development journey through the IBM Full Stack Software Developer Certificate on Coursera. Over the past few weeks, I’ve been diving deep into the foundations of web development and version control — and I’m super excited to share that I’ve earned two new certifications! This course gave me a solid foundation in: Structuring content with HTML Styling with CSS Adding interactivity using JavaScript It felt great to finally bring the front end to life through hands-on exercises and mini-projects. 🔗 Verify Credential on Credly Version control was a bit intimidating at first, but now I'm confidently using: Git for tracking changes GitHub for collaboration and showcasing my work Branching, merging, and resolving conflicts like a pro (well, getting there 😅) 🔗 Verify credential on Credly I’m currently working on: A TODO app built with React and Node.js Writing weekly blogs to document my journey Diving into backend and cloud technologies If you're on a similar path or want to connect, feel free to reach out! Let’s grow together. 🌱 💻 GitHub Thanks for reading, and stay tuned — more updates and project walkthroughs coming soon! 🚀  ( 3 min )
    Salesforce Events in Peru for 2025
    Salesforce events Peru 2025 bring exciting opportunities for CRM professionals to stay ahead of the latest AI-driven innovations, grow their networks, and sharpen their platform expertise. The centerpiece event is the Agentforce Tour Lima, historically known as Salesforce World Tour Lima, offering an exclusive, invite-only experience. Alongside major gatherings, Salesforce users in Peru can tap into the broader Trailblazer Community for continuous learning and connection. Whether attending a large salesforce tour peru 2025 event or joining community-driven initiatives, 2025 offers dynamic pathways for professional growth. Types of Salesforce Events in Peru Agentforce Tour Lima Dreamforce 2025 – Join from Peru Online Trailblazer Community Meetups Conclusion: Why Attend Salesforce Events in …  ( 5 min )
    🛡️ Top Cybersecurity Certifications to Get in 2025
    Looking to break into cybersecurity or level up in 2025? Here are the certifications that matter: 🔐 1. Certified Ethical Hacker (CEH v12) – Learn to think like a hacker 💡 Pro Tip: Focus on real labs + updated syllabus for the latest threats. 🔗 Full breakdown here:  ( 3 min )
    My opinion about Rails 8
    I wrote this post originally on my website : https://alsohelp.com/blog/rails-8-opinion If you want to see the final app, just ask me ;) Here is the article below : Here is my 2 cents after 10 years with Rails and 6 months with Rails 8 in production. The most surprising part is probably that they are proud of removing parts in a brand new version. I view it as an excellent sign of maturity. The subtitle of Rails 8 is "no PaaS required", but they could have also said : "No React required", "No Redis required", and so on. What a relief. Any shiny new framework is proud about "what's new under the sun", not "what's deleted to simplify devs life". The first excellent part is what didn't move. The domain swallows all the complexity, as it did 15 years ago. The controllers are still the same, ver…  ( 4 min )
    Efficient Network Testing Using Dynamic IPs
    In the realm of network testing, efficiency and accuracy are paramount. One effective strategy to enhance these aspects is the use of dynamic IP addresses. This article explores how dynamic IPs can significantly improve network testing processes, enabling testers to obtain reliable results while minimizing risks. Understanding Dynamic IPs Benefits of Using Dynamic IPs for Network Testing Enhanced Anonymity Simulating Real-World Conditions Avoiding Rate Limiting and Bans Implementing Dynamic IPs in Your Testing Strategy Choosing a Reliable Proxy Service Integrating Dynamic IPs into Testing Tools Monitoring and Adjusting IP Usage Best Practices for Network Testing with Dynamic IPs IP2World as a valuable resource. Embrace this approach to elevate your network testing efforts and uncover deeper insights into your systems.  ( 4 min )
    Creating a Flutter App to Scan MRZ, QR Codes, and Barcodes
    flutter_ocr_sdk and flutter_barcode_sdk are two Flutter plugins built on top of the Dynamsoft Capture Vision SDK. They provide easy-to-use, cross-platform APIs for adding MRZ recognition and barcode scanning capabilities to Flutter apps. In this article, you'll learn how to create a Flutter app that integrates both plugins to scan machine-readable zones (MRZ) and 1D/2D barcodes. Instead of starting from scratch, we'll combine two existing example projects into a unified solution. Get a free trial license key for Dynamsoft Capture Vision SDK. Download the two example projects: Flutter MRZ Scanner and Flutter Barcode Scanner. We'll merge these projects to create a new app. The app will include: A toggle button to switch between MRZ and Barcode scanning modes A button to load an image file f…  ( 7 min )
    Best AI Tools to Learn in 2025 — Stay Ahead in the Game
    *If you’re serious about AI in 2025, these are the tools you MUST know: GPT-4/5 (OpenAI) — Natural Language Mastery TensorFlow / PyTorch — Core ML Libraries DALL·E 3 / Midjourney — Generative AI (images & art) AutoGPT / AgentGPT — AI agents with autonomy Vertex AI / Azure AI Studio — Production-level deployment 💡 Pro Tip: Start small with open-source projects and online training platforms. 🔗 Full breakdown in our blog: https://red9systech.com/category/gen-ai/ AI #MachineLearning #GPT4 #TensorFlow #TechTrends #DEVCommunity  ( 3 min )
    Learning Physics with Functional Programming and Haskell
    TL;DR; I gave a talk at LambdaConf 2025 this is a follow up post. Haskell Files -> GitHub. I'll post the video once I get it Also, please, if you like the post and get curious, make sure to buy the book from Scott N. Walk This talk is about objects and arrows that point to objects. And you will see a lot of that throughout the talk Last year I learned that functional programming is a great tool to learn Physics, because it’s a great way to write math. You see, Physics is expressed in the language of Math. With this talk, I hope to explain Newton’s second law, describing the problem through types and writing math as code to help us compute functions. This is a new perspective on learning Functional Programming and/or Physics. Haskell is one of the best tools for drawing objects and arr…  ( 10 min )
    🌐 Computer Networks: The Backbone of the Internet
    What Are Computer Networks? A computer network is a group of interconnected devices that can communicate and share resources. Think of it as the digital nervous system that connects computers, phones, servers, and more—allowing data to flow like information highways. Used in homes, schools, and offices. Connects devices in a small area. Covers a large geographic area. The Internet is the biggest WAN. Covers a city or a large campus. Larger than LAN but smaller than WAN. Your Bluetooth devices form a PAN—like your phone and earbuds. Router: Directs data packets between networks. Switch: Connects multiple devices in a LAN. Modem: Connects to your ISP and provides internet access. Access Point: Enables wireless devices to connect to the network. Server & Client: Server provides, client consumes services/data. Physical Data Link Network Transport Session Presentation Application Each layer has a specific role—from moving bits to enabling web apps. More practical and used in real-world networking: Link Internet Transport Application HTTP/HTTPS – Web browsing FTP/SFTP – File transfers SMTP/IMAP/POP3 – Email TCP/UDP – Data transport IP – Routing and addressing DNS – Resolves domain names to IPs Whether you're streaming Netflix, sending a meme, or backing up your files to the cloud—computer networks make it all happen. They're the silent enablers of our digital lives. 🧠 Fun Fact: The first message ever sent over the ARPANET (the Internet’s ancestor) was "LO"—they meant to type "LOGIN" but the system crashed! Stay tuned, stay connected, and maybe ping your friend instead of ghosting them. Tools That Help: Wireshark, Cisco Packet Tracer, Netcat, Nmap, and a whole lot of curiosity.  ( 3 min )
    ◼️4/100 Block-by-Block: Securing content provenance
    One thing I learned about: Securing content provenance Challenge: Data integrity in the age of deepfakes. Projects like Starling Lab aim to "restore trust in digital media": Capture, store, and verify digital content Create chains of evidence Preserve digital records with cryptography 🔽🛠️Resources🔽 Numbers Protocol: Decentralized Content Provenance (2024): https://www.numbersprotocol.io/ Setting the Standard for Content Attribution (2020): https://contentauthenticity.org/blog/cai-achieves-milestone-white-paper-sets-the-standard-for-content-attribution Starling Lab for Data Integrity (2024) https://starlinglab.org  ( 2 min )
    Callbacks in JavaScript
    What is a Callback? A callback is a function passed into another function, to be called later when something happens or a task is finished. Analogy: Imagine you order food and give the restaurant your phone number so they can call you when your food is ready. Your phone number is the callback. JavaScript is single-threaded and often needs to wait for things (like loading data or waiting for a user action). Instead of stopping everything, it uses callbacks to say, “Do this later, when the waiting is done.” function doSomethingLater(callback) { console.log("Doing something..."); callback(); } function sayHello() { console.log("Hello, I'm the callback!"); } doSomethingLater(sayHello); Output: Doing something... Hello, I'm the callback! doSomethingLater(function() { console.log("This is an inline callback!"); }); setTimeout and setInterval setTimeout(function() { console.log("This runs after 2 seconds"); }, 2000); Event Listeners button.addEventListener('click', function() { console.log("Button clicked!"); }); Fetching Data (with Promises, but still uses callbacks) fetch('https://api.example.com/data') .then(function(response) { return response.json(); }) .then(function(data) { console.log(data); }); Callbacks are not always asynchronous. Some callbacks are called right away. Callbacks are just functions. There’s nothing special about them except how they’re used. Callback Cheat Sheet Definition: A callback is a function you pass to another function to be called later. Basic Example: function callback() { ... } someFunction(callback); Anonymous Example: someFunction(function() { ... }); Typical Uses: setTimeout, setInterval Event handling (like clicks) Fetching data from APIs Key Point: Callbacks help JavaScript handle tasks that take time, so your code can keep running without waiting.  ( 3 min )
    Day-28: Troubleshooting Raspberry Pi Headless Setup + Servo Script Test
    Subtitle: When your cat’s food depends on debugging a microcomputer... 🐱 Recap from Day-27 In Day-27, we: Flashed Raspberry Pi OS (Lite) onto a microSD card Enabled SSH by adding a file to /boot (Optionally) added Wi-Fi credentials via wpa_supplicant.conf Inserted the SD card into the Raspberry Pi and powered it on Ran nmap to identify the Pi’s IP — but couldn’t connect via SSH 📚 Table of Contents: ✅ Confirming SSH Still Enabled 🧠 Checking Possible Issues 💻 Re-Insert & Recheck SD Card 🌐 Trying .local Hostname 🔌 Swapping Power & Boot Medium 🧰 Hardware Test: Running the Servo Script 🕒 Schedule with Cron ✅ Final Status (Day-28) 🧪 Step-by-Step Troubleshooting 🔎 1. Confirming SSH Still Enabled After scanning the network and identifying live hosts: We at…  ( 3 min )
    How to Order Git Grep Results by Commit Date
    When working with Git repositories, you may find yourself needing to search through your code using the git grep command for specific patterns. However, ordering the results by criteria such as commit date can greatly enhance your workflow and help you find the most relevant information. In this article, we'll explore how to achieve that by combining git grep with other Git commands. Understanding Git Grep git grep is a powerful command that allows you to search for specific text patterns in your Git repository. It's faster than traditional grep because it uses Git's indexing functionality. However, by default, the results are simply listed without any order based on the commits. Why Order Results by Commit Date? Ordering git grep results by commit date can help you understand the context …  ( 5 min )
    TravelInsight: AI-Powered Real-Time Travel Deal Finder
    This is a submission for the Bright Data AI Web Access Hackathon TravelInsight is an AI-powered travel assistant that helps users find the best travel deals in real-time across multiple booking platforms, airlines, and accommodation providers. By leveraging Bright Data's infrastructure, TravelInsight continuously monitors pricing changes, availability, and special offers to provide users with personalized travel recommendations at the optimal time to book. The platform addresses a major pain point for travelers: the fragmented and constantly changing nature of travel pricing. Instead of manually checking multiple sites and trying to time bookings perfectly, TravelInsight does the work for you, providing actionable insights and notifications when ideal booking opportunities arise. Dynamic P…  ( 6 min )
    🐾 Setting Up the Raspberry Pi-Based IoT Cat Feeder (Day-27)
    Introduction In today’s guide (Day-27), we’ll walk through the complete process of setting up your own IoT-based pet feeder using a Raspberry Pi. Our goal is to automate the feeding process using a servo motor, Python, and scheduled cron jobs. Objective Set up a Raspberry Pi-powered automated pet feeder that runs a Python script to control a servo motor — scheduled to feed your cat daily. ✅ Final Status (Day-27 Recap) Step-by-Step Setup Guide 1. Flashing Raspberry Pi OS to SD Card Download Raspberry Pi OS (Lite) from the official website. Use Raspberry Pi Imager or Balena Etcher to flash it to a microSD card (32GB in our case). Tool Used: Raspberry Pi Imager Card Size: 32GB microSD Status : ✅ OS flashed and verified 2. Enabling SSH Access Inserted SD card i…  ( 4 min )
    AOSP Handler vs synchronized: Choosing the Right Tool for Thread Safety
    In Android development, particularly within the AOSP (Android Open Source Project), managing concurrency is critical when designing reliable and thread-safe components. Two core techniques often used for this are: Handler (and its related Looper mechanism) The synchronized keyword (Java-level mutual exclusion) While both can help manage shared state across threads, they serve very different purposes. Understanding when to use each can be the difference between clean concurrency and subtle deadlocks. A Handler in Android is a mechanism to post messages or runnables to a thread’s message queue. When backed by a Looper, a Handler provides asynchronous task scheduling on the thread it’s associated with — typically the main/UI thread or a dedicated background thread. Handler handler = new Handl…  ( 4 min )
    Advancements in Database Systems: Innovations and Challenges in Early May 2025
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. We summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. The focus of this synthesis is on database systems, drawing from research published within a ten-day period in early May 2025. These studies collectively address contemporary challenges and innovations in database technology, emphasizing both theoretical foundations and practical applications.Database systems serve as the backbone of modern computing, enabling efficient storage, retrieval, manipulation, and analysis of structured information across diverse domains. From powering social media platfor…  ( 10 min )
    Advancements in Computation and Language: A Synthesis of Cutting-Edge Research from May 2025 arXiv Publications
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. The focus here is to summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. The present synthesis examines a collection of 47 research papers published on May 12, 2025, within the domain of Computer Science: Computation and Language. These works, sourced from the arXiv repository, represent the forefront of natural language processing (NLP) and computational linguistics, offering insights into how machines are being taught to understand, generate, and interact with human language. This article aims to distill the major themes, methodologies, findings, and …  ( 10 min )
    How Drug Abuse Is Quietly Spreading Among Developers in 2025
    The tech world is often celebrated for its innovation, fast-paced growth, and disruptive potential. But behind the buzzwords and billion-dollar IPOs lies a darker truth, a rising tide of drug abuse among software developers and tech workers. While this remains a taboo topic in many circles, it’s time to confront the harsh reality: many brilliant minds are burning out or breaking down under pressure, turning to stimulants and other substances to survive the grind of modern tech culture. Earlier this year, I encountered a distressing story: a talented UI/UX developer working at a fast-growing startup crumbled under immense pressure to perform. In a desperate attempt to keep up with demands, he began using stimulants to stay awake and meet deadlines. It worked, for a while. Eventually, the si…  ( 6 min )
    BREAKING NEWS: Revolutionary AI Scheduling Model Disrupts Multi-Billion Dollar Industries
    May 14, 2025 – In a groundbreaking development set to redefine time management across education, fitness, and the arts, researchers from the Zurich Institute of Technology (ZIT) have unveiled an artificial intelligence model capable of autonomously optimizing human schedules with an accuracy rate exceeding 98.7%. Dubbed "ChronoPilot," the new system leverages deep contextual learning to interpret not only user preferences but also emotional states, productivity trends, and even regional weather forecasts to dynamically tailor personal and group schedules. In early trials, the system outperformed existing scheduling platforms by over 400% in efficiency and conflict resolution. The implications span vast sectors. Educational institutions using class scheduling software like Lunacal’s platfor…  ( 5 min )
    How to Overwrite CSS Grid Properties with JavaScript?
    When working with CSS and JavaScript, it can sometimes be tricky to modify CSS properties directly. In this blog, we'll address a common issue where you might be trying to change a CSS property like 'grid-template-columns' but are stuck due to unexpected behavior. Understanding CSS Grid Properties CSS Grid Layout is a powerful layout system that allows for complex designs. The property grid-template-columns is used to define the number and size of the columns in a grid layout. The unusual behavior you're encountering with grid-template-column stems from its singular and plural forms. The correct property to define column structure in grid layout is grid-template-columns, not grid-template-column. Understanding this distinction is crucial for successfully applying styles. Why Your Changes A…  ( 4 min )
    Understanding Android Fragmentation and Its Impact on Testers
    The term “Android fragmentation” is frequently mentioned when testing mobile apps. This phrase refers to the extensive variety of Android devices in the market, each with its distinct hardware specifications, screen sizes, and software versions. For testers, Android fragmentation poses a significant challenge that they must overcome to guarantee the compatibility and quality of mobile applications across this incredibly diverse ecosystem. This blog considers Android fragmentation and how it impacts testers. The issue of Android fragmentation is a well-known challenge faced by those working with the Android operating system. This fragmentation can be attributed to the fact that Android is available on many devices from different manufacturers, unlike its counterpart iOS which is limited to …  ( 5 min )
    Why Does SIGINT Queue Behavior in C Work This Way?
    When testing Unix signal behavior, particularly with C, you may encounter some unexpected outcomes. As you noted, when pressing Ctrl+C (which sends a SIGINT signal) multiple times in quick succession, only two signals get handled while additional signals seem to be ignored. This behavior can be perplexing to many developers. Let's dive into understanding why this happens and clarify the rules around signal queuing in Unix systems. Understanding Signals in Unix Signals are a crucial aspect of Unix operating systems that allow inter-process communication. They provide a way for processes to receive notifications about events like interrupts (e.g. SIGINT when you press Ctrl+C) or segmentation faults (e.g. SIGSEGV). In your code snippet, you've defined a handler function that gets executed on …  ( 5 min )
    🚀🧠💼The Ultimate AI & ML Career Roadmap for 2025: A Personal Journey
    Executive Summary Strategic Learning Path: Build foundations in mathematics and programming before specializing; focus on projects over theory alone Time Investment: Expect 15-20 hours weekly for 12-18 months to transition into an entry-level AI role Project-Based Learning: Create 3-5 substantial projects that demonstrate end-to-end problem-solving rather than dozens of tutorial implementations Specialization Strategy: Explore multiple subfields through small projects before committing to a specialization path Career Sustainability: Develop fundamental skills that transcend specific tools and frameworks to future-proof your career It was 2:00 AM, and I was staring at my computer screen with bloodshot eyes, surrounded by empty coffee cups. My terminal was filled with error messages I di…  ( 14 min )
    🚗 Build a Real-World Parking Management System in Angular
    Are you an Angular developer looking for a real-world project to sharpen your skills and boost your portfolio? In this step-by-step YouTube tutorial, I walk you through building a complete Parking Management System using Angular — packed with features like real-time spot reservation, live availability updates, and powerful CRUD operations. 👉 Watch the Full Tutorial on YouTube: Live Version: https://learningpartner.github.io/parking_management_system_angular 🌟 Project Overview 🎯 Key Features 🔧 Tech Stack Frontend: Angular 19+ Backend (Coming Soon): .NET Core APIs Database: SQL Server Tools Used: VS Code, Postman, Bootstrap 📌 Real-World Use Case This project simulates a real-world SaaS-based product that multiple clients can subscribe to and use to manage their parking lots. Each customer can: Set up their parking layout Monitor current availability Accept or reject reservations Analyze booking history Perfect for showcasing multi-tenancy principles and modular UI design. 👨‍💻 What You'll Learn How to build scalable components in Angular How to manage state and services efficiently Real-time data binding and conditional UI rendering How to organize a full Angular project for real-world scenarios Best practices for maintainable and readable code 🎥 Watch the Full Tutorial 💬 Let’s Connect! LinkedIn: https://www.linkedin.com/in/chetan-jogi-a87148ba WhatsApp: https://chat.whatsapp.com/HzoUm2FMQ6Z2oV2Hb9nuxQ  ( 4 min )
    Introducing a Transformative Multi-Camera Dataset for Vision AI
    Introducing a Transformative Multi-Camera Dataset for Vision AI We're proud to announce the release of our MultiScene360 Dataset - a groundbreaking real-world, multi-camera video dataset specifically designed to advance generative vision AI applications, with particularly powerful applications for 3D digital human technologies. This dataset stems from our research inspiration from the influential paper "Multi-Camera Vision for Next-Generation Generative Models" published by RecAM Master (reference paper). The work demonstrated how synchronized multi-view footage could dramatically improve neural rendering quality and spatial consistency in generated media. Creating lifelike 3D digital humans requires understanding human movement and appearance from all angles simultaneously. Our MultiSce…  ( 4 min )
    Unveiling the Zlib/Libpng License: A Deep Dive into Permissive Open Source Licensing and Fair Code
    Abstract: This post explores the Zlib/Libpng License in depth. We discuss its history, core concepts, and wide-ranging applications within the open source ecosystem. We provide a technical yet accessible analysis of its features, benefits, and challenges in today’s software development landscape. We compare it with other popular licensing models – including the MIT, Apache 2.0, and emerging blockchain-based models like the Open Compensation Token License (OCTL) – and offer insights into dual licensing strategies, developer fairness, and future innovations. The world of open source licensing is vital for software development, innovation, and collaboration. Among the many licenses available, the Zlib/Libpng License emerges as one of the most popular due to its permissive nature and clear, m…  ( 9 min )
    Can a Free WAF Really Stop Crawlers and Scanners? — See What SafeLine Does Differently
    With 16.4k+ GitHub stars, SafeLine WAF redefines how web applications defend themselves. It doesn’t just block traffic—it reshapes it. While traditional WAFs rely on static rules, SafeLine offers dynamic encryption, anti-crawler techniques, and scanner prevention, helping websites proactively defend against automated threats. SafeLine encrypts static web content (like HTML and JavaScript) dynamically. Every page load results in a uniquely obfuscated version, frustrating crawlers and replay tools. function vgo8rYXzpS() { var YIhUo91Nlh = 99.6174697329428; // Redundant logic + encrypted payload VdgkMuAloP("Z_GUlDIf7g"); } The decryption logic runs in the browser—scraping tools fail to parse or reproduce the page correctly. Python requests, Scrapy, Go HTTP clients see garbled code. Search engine scrapers or site cloners end up with unreadable or broken pages. SafeLine uses JavaScript validation and browser fingerprinting to separate bots from real users. When turned on, scanners like AWVS, Nessus, and others are blocked at the first request. Each session gets dynamic tokens embedded in request parameters. Reusing or guessing these tokens results in immediate rejection and log alerts. [WAF Log] Blocked request: /api/user?id=1' AND 1=1-- Attack Type: SQL Injection | Defense: Semantic Analysis + Token Validation Instead of relying on a rule database, SafeLine inspects the behavior and context of a request. It has successfully blocked 98% of PHP deserialization 0day payloads with a false positive rate below 0.1%. SafeLine transforms how web content is served and verified Bots and scanners are neutralized before they even reach your application Ideal for small-to-medium teams that want serious protection—without paying for an enterprise license Ready to confuse your attackers? In the next part, we’ll show how to deploy and test SafeLine in minutes—even against 30,000+ payloads. Stay tuned. 👉 Github Repo 📚 Official Docs 💬 Discord Community  ( 4 min )
    EMPTY_OBJ in Inferno.Js source code.
    In this article, we review a variable, EMPTY_OBJECT, in Inferno.js source code. I am making an attempt to understand the internals of Inferno.js and in doing so, I came across this variable shown in the below code. I use documentation as my starting point to set a direction to my research in studying a new, oss codebase. With that said, I found the below code snippet in Getting Started. import { render } from 'inferno'; const message = "Hello world"; render( , document.getElementById("app") ); I was going to study the create-inferno-app CLI but I feel like I have done enough research on this as I studied the internals of Shadcn CLI. Coming back to render method, to locate this method in the codebase, Inferno codebase is a monorepo and is managed u…  ( 4 min )
    Automatiser l'arrêt et le démarrage des EC2 avec un Cron Job
    Dans cet article, nous allons voir comment créer un script Bash qui arrête et redémarre automatiquement nos instances EC2 à l'aide d'un cron job. Ce processus est idéal pour optimiser les coûts en arrêtant les instances hors des heures de travail et en les redémarrant lorsque c'est nécessaire. Prérequis : Une instance EC2 sous Linux (Amazon Linux, Ubuntu, etc.) AWS CLI installé et configuré Accès SSH à l'instance (Nous utiliserons MobaXterm) 1. Se connecter à son instance Nous commençons par nous connecter à notre EC2 à distance avec MobaXterm via une paire de clé. 2. Créer son script Une fois connecté, créez le fichier shutdown_restart_ec2.sh et ajoutez le code suivant via nano avec la commande nano /home/ec2-user/shutdown_restart_ec2.sh : 3. Rendre le script exécutable Une fois le script créé, on lui donne les droits d'exécution avec : chmod +x /home/ec2-user/shutdown_restart_ec2.sh 4. Ajouter notre script dans un cron job Une fois les droits d'exécution accordées, nous allons ouvrir crontab pour y placer notre cron job avec la commande crontab -e . Cela ouvrira directement un éditeur de text vi/vim dans lequel nous ajouterons notre script. Pour écrire dans vi/vim, appuyez sur i pour entrer en mode --insertion. Cela fait, appuyer sur échappe pour passer en mode commande puis :wq pour sauvegarder et quitter. Après être sorti de l'éditeur, nous trouverons un message similaire qui confirme la creation de notre cron job. 5. Lister nos cron Maintenant que notre cron job a été crée, nous allons pouvoir vérifier si le service crond est actif avec systemctl status crond . Ensuite, nous allons pouvoir lister nos cron jobs avec crontab -l : Ça y est ! Nous avons fini notre tâche. Merci et à bientôt.  ( 3 min )
    How to Read a JSON File from Input in JavaScript?
    Introduction Reading a JSON file uploaded through an HTML file input can be challenging, especially if you're new to JavaScript. In this article, we will explore how to read a JSON file using JavaScript, particularly focusing on the getFile() function to handle file uploads, utilizing the FileReader API. We'll ensure that you can seamlessly extract and parse the JSON data, which is crucial for many web applications. Understanding the File Input and JSON Parsing When a user uploads a file via the file input , the JavaScript File API allows you to process that file in the browser. However, simply accessing element.files[0] gives you a File object, which does not directly contain the data itself; instead, it contains metadata about the file. To access the actual content of …  ( 4 min )
    How Code Reviews Made Me a Better Engineer
    "Great engineers write code. Exceptional engineers review it." When I first started my journey as a developer, I saw code reviews as a formality - a box to check before merging a pull request. Fast forward to today, as a Senior Software Engineer, I can confidently say that code reviews are one of the most valuable growth tools in our profession. Here’s how code reviews have shaped me into a better engineer - and how they can do the same for you. 🔍 1. I Started Thinking Like a Reviewer Writing code is one thing. Reading and reviewing someone else's code forces a different mindset - you look for: Readability Security Performance Edge cases Test coverage Over time, I began to write my own code as if I were reviewing it later. This improved my clarity, naming conventions, and modularity signi…  ( 4 min )
    Android SDK Architecture
    Android apps are built using a layered system, where each layer has a specific job.
These layers are stacked on top of each other, and they work together to help developers build apps more easily. The top layers help you design the app's look and behaviour — like buttons, screens, and how users interact with it. The middle layers help your app work with data, run business logic, and access features like internet or databases. The bottom layers handle the technical parts — like talking to the phone’s hardware, managing memory, battery, or connecting to the camera and sensors. This setup keeps everything organised and allows developers to focus on building features without needing to worry about how everything works behind the scenes. Purpose: This layer provides the essential buildi…  ( 5 min )
    earned a certification on Let's Upgrade
    refer here 👇https://github.com/24nivetha/HTML.NIVETHA/blob/main/html%2Ccss%20bootcamp.pdf  ( 2 min )
    System Design for a Scalable Web Application
    Building a web application that can handle growth while maintaining performance and reliability requires careful system design. In this post, I'll walk through the key components and considerations for designing a modern, scalable web application. Web Frontend: React, Angular, or Vue.js for dynamic UI Mobile Clients: Native apps or cross-platform frameworks like Flutter/React Native CDN: For static assets (images, JS, CSS) to reduce latency Distributes traffic across multiple servers Options: Nginx, HAProxy, or cloud load balancers (AWS ALB, GCP LB) Can implement round-robin, least connections, or IP hash algorithms Handles HTTP requests and serves responses Popular choices: Node.js, Django, Ruby on Rails, Spring Boot Stateless design for horizontal scaling Business logic processing Micros…  ( 4 min )
    How to Fix Dependency Conflicts When Installing XLS in Angular?
    Introduction Are you facing issues while trying to install the xlsx package in your Angular 7 project? You're not alone! It can be frustrating to encounter dependency conflicts, especially when wanting to implement Excel download functionality. In this article, we'll address the common errors associated with installing xlsx in Angular projects and provide a step-by-step guide to help you resolve these issues effectively. Understanding the Problem The error you're experiencing when installing xlsx revolves around peer dependency conflicts. Specifically, the @angular/material-moment-adapter@8.2.3 package requires a version of @angular/core that is incompatible with the version specified in your package.json. This type of issue is common in JavaScript projects, especially when working with pa…  ( 4 min )
    Google Agent Development Kit (ADK) Introduction (4): Google ADK and A2A vs MCP and Traditional APIs
    At this stage in my learning, I've paused to reconsider the development differences between the A2A model and the MCP/traditional API models based on experiences from several projects above. In 2025, Google launched the Agent Development Kit (ADK), an open-source Python toolkit aimed at simplifying AI agent development. ADK emphasizes modularity and flexibility, allowing developers to build agents with memory, tool access, and coordination features. It integrates well with Google services (e.g., Vertex AI, Gemini) but also supports external models and tools. The Agent-to-Agent (A2A) protocol, also by Google, standardizes communication between agents. Each agent exposes a /run endpoint and metadata, enabling other agents or systems to send requests and receive responses. A2A solves the inte…  ( 6 min )
    Unveiling the Unicode License: A Holistic Exploration of Open Source and Fair Code Licensing
    Abstract: This post provides an in‐depth examination of the Unicode License—a legal framework crafted to support global text processing and fair collaboration in open source software. We cover its background, core features, key applications, technical challenges, and future innovations. In doing so, we compare it to other popular licenses, highlight dual licensing strategies, and offer practical examples. Hyperlinks to relevant resources such as the Original Article, FSF Twitter, and GNU GPL are interwoven throughout. This content is designed in a digestible technical style to aid developers, legal enthusiasts, and open source advocates in understanding the evolving licensing ecosystem. The Unicode License has emerged as a balanced legal instrument in the world of open source and fair cod…  ( 8 min )
    [Boost]
    A Simple Framework for Designing User Interfaces (for Solo Devs & Small Teams) Shayan ・ May 12 #webdev #programming #javascript #beginners  ( 2 min )
    How to Use View Transition API in Angular for Partial Animations?
    Introduction Animating your Angular application can greatly enhance user experience. Utilizing Web APIs like the View Transition API offers dynamic animations when transitioning between different states in your application. You specifically want to animate parts of your Angular application such as a sidebar menu, which requires integrating the View Transition API effectively. Why Should You Use the View Transition API? The View Transition API allows developers to create smooth transitions between different views in a web application. This helps to improve user engagement by providing visual feedback during state changes. In your scenario, you want to animate the transition when users select a food category to filter products. This partial animation enhances the user experience without over…  ( 4 min )
    Unveiling Standard ML of New Jersey License: A Comprehensive Look at Fair Code Sustainability in Open Source
    Abstract This post provides a deep dive into the Standard ML of New Jersey License (SMLNJ License). We explore its background, core concepts, practical use cases, and challenges while drawing links with broader trends in open source licensing. In addition, the post examines the relevance of community-driven fair code licenses to ensure developer compensation, sustainability, and legal clarity. Comparisons with modern alternatives such as blockchain-enabled licensing models (e.g., OCTL) and insights from relevant discussions on platforms like Hacker News and Stack Overflow are presented. Finally, we outline future innovations and trends that may shape open source sustainability. In today’s rapidly evolving software landscape, licensing models that promote fairness and sustainability for d…  ( 8 min )
    AWS Cost Optimization with Spot Instances: The Ultimate Guide to Saving Big
    In today's fast-moving digital landscape, optimizing cloud costs is a top priority for businesses using Amazon Web Services (AWS). Spot Instances offer a powerful way to cut expenses by tapping into unused EC2 capacity at steep discounts—often up to 90% off on-demand pricing. However, their ephemeral nature and market-driven pricing require a strategic approach. This article explores how Spot Instances can transform AWS cost optimization, helping organizations scale efficiently while keeping budgets under control. AWS offers flexible and scalable cloud computing, and Spot Instances are one of the most cost-effective options. They allow users to access unused EC2 capacity at significantly lower prices — up to 90% cheaper than On-Demand instances. Spot pricing is determined dynamically based…  ( 6 min )
    🚀 Building a .NET Web Application with AWS Textract and Comprehend for Intelligent Document Processing
    In today’s digital-first world, automating document processing is a game-changer. Whether it’s invoices, receipts, or forms—extracting and analyzing structured data from unstructured content can save countless hours. In this post, we'll walk through how to build a .NET Core MVC web application that leverages AWS Textract, a powerful OCR (Optical Character Recognition) service, and AWS Comprehend, a Natural Language Processing (NLP) service, to extract and analyze text from documents. 📊 Why AWS Textract & AWS Comprehend? AWS Textract goes beyond simple OCR. It can: Detect printed text, handwriting, tables, and forms. Extract structured data from documents. Work with PDFs and images. AWS Comprehend allows you to: Analyze text for sentiment, key phrases, and named entities. Detect the domina…  ( 4 min )
    A beginner's guide to the Hyper-Flux-16step model by Bytedance on Replicate
    This is a simplified guide to an AI model called Hyper-Flux-16step maintained by Bytedance. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. hyper-flux-16step is a text-to-image generation model developed by ByteDance, the parent company of TikTok. Similar to other ByteDance AI models like SDXL-Lightning 4-step and Hyper FLUX 8-step, hyper-flux-16step is capable of generating high-quality images from text prompts. It is a 16-step variant of the Hyper FLUX model, which may offer improved performance or capabilities compared to the 8-step version. hyper-flux-16step takes a variety of inputs to control the image generation process, including the text prompt, image size and aspect ratio, seed for reproducibility, and settings like guidance scale and inference steps. The model outputs one or more image files in the WebP format, which can then be used or further processed as needed. Prompt: The text prompt that describes the desired image Seed: A random seed value for reproducible generation Width/Height: Dimensions of the generated image (when using custom aspect ratio) Aspect Ratio: Aspect ratio of the generated image (e.g. 1:1, 16:9) Num Outputs: Number of images to generate per prompt Guidance Scale: Strength of the text guidance during the diffusion process Num Inference Steps: Number of steps in the diffusion process Image(s): One or more image files in the WebP format hyper-flux-16step can generate a wid... Click here to read the full guide to Hyper-Flux-16step  ( 3 min )
    Unveiling OpenLDAP Public License: A Comprehensive Analysis and Future Outlook
    Abstract: This post provides an in‐depth exploration of the OpenLDAP Public License, an influential open source licensing model that balances innovation, legal protection, and developer fairness. We discuss its origins, core features, applications, challenges, and future trends. Along the way, we compare it with other models like the MIT License and Apache License 2.0, while also evaluating emerging blockchain‐enabled alternatives such as the OCTL. With detailed tables, bullet lists, and curated external links, we offer a holistic perspective for developers, legal experts, and technical enthusiasts seeking to understand and navigate open source licensing in today's rapidly evolving technology landscape. The OpenLDAP Public License occupies a unique niche in the open source community. Its …  ( 8 min )
    Backend'in Derinliklerinde: Veri Tabanı Optimizasyonu
    Veri, günümüz dünyasında birçok sektör için kritik öneme sahip bir varlık haline geldi. Uygulamalarımızın performansı ve genel kullanıcı deneyimi, verilerin nasıl yönetildiğine ve optimize edildiğine bağlıdır. Veri tabanı optimizasyonu, arka uç geliştiriciler için temel bir beceridir ve uygulamalarımızın ölçeklenebilirlik, hız ve verimlilik ihtiyaçlarını karşılamasını sağlar. Veri tabanlarının performansını optimize etmek, özellikle büyük veri kümeleriyle veya yüksek trafikli uygulamalarla çalışırken, arka uç geliştirme sürecinin ayrılmaz bir parçasıdır. Veri tabanı optimizasyonu, verileri verimli bir şekilde depolamak, almak ve manipüle etmek için çeşitli teknikleri ve stratejileri içerir. Bu, sorgu iyileştirmelerinden, dizin yönetimine, veritabanı şema tasarımından, sunucu yapılandırması…  ( 5 min )
    How to Fix PydanticSchemaGenerationError with Nested DefaultDict in Python?
    In this article, we’re going to explore the PydanticSchemaGenerationError that can occur during the runtime when using nested defaultdict types in Pydantic models. We'll understand why this error arises and provide you with a step-by-step solution to resolve it effectively. Understanding the Error When working with Pydantic, type validation and schema generation are crucial components that allow for rigorous data management and error handling. The error message you encountered: pydantic.errors.PydanticSchemaGenerationError: Unable to infer a default factory for keys of type . Only str, int, bool, list, dict, frozenset, tuple, float, set are supported, other types require an explicit default factory set using `DefaultDict[..., Annotated[..., Field(default_factory=...)].` indi…  ( 4 min )
    Should you disclose your AI usage during interviews? Or keep it a secret?
    Okay, that's a nuanced one! Gotta think strategically about this. Let's break it down. Lean towards saying it, but frame it right. Don't just drop, "Oh yeah, I use AI". That's lazy. You frame it like this: As a programmer, my goal is to deliver maximum impact and solve problems as efficiently as possible. I use AI tools not to replace my skills or thinking, but to amplify them. For example, I use AI for boilerplate code generation, identifying potential bugs faster, or exploring different architectural patterns quickly. This allows me to free up mental energy and time to focus on the complex challenges with more creativity. It makes me faster, more thorough, and more effective. See the difference? You're not saying "AI does the work for me." You're saying "I am a pragmatic programmer who understands how to use the best tools available to be significantly more productive and focus on the harder problems." Now, yeah, there's a risk you hit an interviewer who is completely anti-AI or doesn't get it. But honestly? Show them you're not just good at coding; you're good at engineering SOLUTIONS efficiently in the current landscape. So, don't keep it a secret out of fear. Be transparent, but be strategic in how you communicate the value and the leverage you gain from it.  ( 3 min )
    Are we writing code to show off, or to make things work? 🤔 In the age of Copilot and AI, simplicity isn't just a preference. Clean, clear code helps humans and machines work better. 🧠 Write less. Think more. Let simplicity lead.
    The Case for Code Simplicity in the Age of AI ujjavala ・ May 14 #githubcopilot #vibecoding #cleancode #ai  ( 3 min )
    Envoie des performances d'un système linux par mail avec python et crontab. Tuto rapide!
    Automatiser la surveillance de la charge d’un système est crucial, notamment sur les serveurs. Dans ce tutoriel, nous allons créer un script Python pour collecter des informations système (CPU, RAM, disque), les formater, et les envoyer par email automatiquement à intervalles réguliers grâce à crontab. #Étape 1 : Le script Python import os import smtplib from email.mime.text import MIMEText from email.mime.multipart import MIMEMultipart from monitor import get_system_performance # Informations de l'expéditeur smtp_server = "smtp.gmail.com" smtp_port = 587 sender_email = os.getenv("SENDER_EMAIL") app_password = os.getenv("APP_PASSWORD") # Informations du destinataire receiver_email = "sysadmin_entreprise4@mtech.org" subject = "Performances système" # Récupérer les performances système system_performance = get_system_performance() # Création du message msg = MIMEMultipart() msg["From"] = sender_email msg["To"] = receiver_email msg["Subject"] = subject msg.attach(MIMEText(system_performance, "plain")) try: # Connexion au serveur SMTP server = smtplib.SMTP(smtp_server, smtp_port) server.starttls() # Sécurisation de la connexion server.login(sender_email, app_password) # Envoi de l'e-mail server.send_message(msg) print("E-mail envoyé avec succès !") except Exception as e: print("Erreur lors de l'envoi de l'e-mail :", e) finally: server.quit() Étape 3 : Automatiser avec crontab crontab -e SENDER_EMAIL="votre_email@gmail.com" APP_PASSWORD="votre_mot_de_passe_application" 0 */1 * * * /usr/bin/python3 /home/utilisateur/rapport_sys.py >> /home/utilisateur/cron.log 2>&1 python3 /home/utilisateur/rapport_sys.py Grâce à Python et crontab, vous avez désormais un système autonome de surveillance qui vous informe par mail de l’état de votre machine Linux. C’est une solution légère, personnalisable, et idéale pour les serveurs personnels ou de production. A la prochaine pour un nouveau tuto rapide!  ( 3 min )
    Unveiling the Netscape Public License – A Comprehensive Exploration and Review
    Abstract In this post, we explore the Netscape Public License (NPL) in depth. We discuss its background, how it has influenced the open source and fair code ecosystem, and review its core concepts, benefits, challenges, and future outlook. Using clear language, bullet lists, tables, and carefully woven hyperlinks, this article provides developers and technology enthusiasts with a technical yet accessible guide to understanding the NPL and its legacy. The Netscape Public License (NPL) is a pioneering open source license that emerged in the mid-1990s and profoundly shaped software collaboration models. As a historical benchmark within the open source and fair code domain, the NPL was designed to balance community collaboration with necessary legal protections for proprietary code. Not only …  ( 8 min )
    Day 4/200 (Full stack)
    Today's progress: -one step at a time. Here's the detailed breakdown. HTML lists: So, HTML lists are used to create a list in HTML. There are three types of lists in HTML: Unordered list apple Banana pineapple apple Banana pineapple apple: apple is a fruits. **** HTML tables: HTML tables are used to create tables. We have all seen some tabular data in our lives, so we can create any type of format from HTML tables. Html tables Name class Munin 12th standard thanks Html forms Name  ( 3 min )
    Working with PostgreSQL through DBeaver: A tutorial
    PostgreSQL is one of the most advanced open-source databases, making it popular DB with Data Analysts and Data Engineers. To get the Postgres, Go to https://www.postgresql.org/download/. Select the suitable installer and download it and follow the installation instructions Why DBeaver? https://dbeaver.io/download/ Fun Fact: The data is also available in PostgreSQL in your computer and you can access it using same DB name/tables like one below:  ( 4 min )
    Enterprise Low-Code Development? Power Apps vs NocoBase In-Depth Comparison
    Originally published at https://www.nocobase.com/en/blog/nocobase-vs-powerapps. When businesses begin building internal systems, Power Apps often comes to mind first for IT teams. Leveraging the Microsoft ecosystem, its powerful features and rich components have brought rapid development convenience to many. As a Microsoft-backed enterprise-grade low-code platform, it not only deeply integrates with products like Microsoft 365, SharePoint, and Teams but also boasts robust data modeling capabilities and an extensive component ecosystem. Relying on Microsoft's long-established Azure cloud services, Power Apps has enabled numerous organizations to achieve rapid development and efficient integration. However, as usage deepens, more and more teams encounter practical challenges: rising costs w…  ( 17 min )
    Complete Overview of Generative & Predictive AI for Application Security
    Machine intelligence is redefining application security (AppSec) by enabling heightened weakness identification, automated assessments, and even self-directed attack surface scanning. This article offers an thorough discussion on how machine learning and AI-driven solutions are being applied in AppSec, written for security professionals and decision-makers in tandem. We’ll examine the development of AI for security testing, its present capabilities, limitations, the rise of agent-based AI systems, and future directions. Let’s begin our analysis through the past, present, and coming era of AI-driven AppSec defenses. History and Development of AI in AppSec Initial Steps Toward Automated AppSec Growth of Machine-Learning Security Tools A major concept that emerged was the Code Property Gr…  ( 11 min )
  • Open

    In Memoriam: John L. Young, Cryptome Co-Founder
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    A leap year check in three instructions
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    Initialization in C++ is bonkers (2017)
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    Charles Butler's the Feminine Monarchie, or the History of Bees (1634 Edition)
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    Tek – a music making program for 24-bit Unicode terminals
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    Old and Small Technology
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    The most annoying video player of all time
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    The Unreasonable Effectiveness of an LLM Agent Loop with Tool Use
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    Refactoring Clojure
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    Show HN: Pixelagent – Build your Stateful Agent Framework in 200 lines of code
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    The current state of TLA⁺ development
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    About Asteroids, Atari's biggest arcade hit
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    Windsurf SWE-1: Our First Frontier Models
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    Dr. Dobb's Journal Interviews Jef Raskin (1986)
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    New paradigm for psychology just dropped
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    Harvard Law Paid $27 for a Copy of Magna Carta. It's an Original
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    Improving Naval Ship Acquisition
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    Baby Is Healed with First Personalized Gene-Editing Treatment
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    A library of words: Discovering Roget's Thesaurus (2023)
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    Researchers establish fundamental limit on how light bosonic dark matter can be
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    Launch HN: Tinfoil (YC X25): Verifiable Privacy for Cloud AI
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    Show HN: Cogitator – A Python Toolkit for Chain-of-Thought Prompting
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    Show HN: I reinvented PHP in TypeScript (demo)
    Comments  ( 10 min )
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    Comments
    Coinbase says hackers bribed staff to steal customer data, demanding $20M ransom
    Comments  ( 88 min )
    Show HN: Undetectag, track stolen items with AirTag
    Comments  ( 8 min )
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    Weather Report from Saturn's Moon Titan
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    ARB Assembly Shader Programming (2023)
    Comments  ( 14 min )
    How I fixed the infamous Basilisk II Windows "Black Screen" bug in 2013
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    California sent residents' personal health data to LinkedIn
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    Demystifying Ruby (1/3): It's all about threads
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    Yahtzeeql – Yahtzee solver that's mostly SQL
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    New research reveals the strongest solar event ever detected, in 12350 BC
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    Show HN: Min.js style compression of tech docs for LLM context
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    Show HN: Real-Time Gaussian Splatting
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    Forget IPs: using cryptography to verify bot and agent traffic
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    Malicious compliance by booking an available meeting room
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    Measure EEG with Arduino
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    Show HN: A free AI risk assessment tool for LLM applications
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    CarPlay Ultra, the next generation of CarPlay, begins rolling out today
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    Pathfinding
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    Oracle VM VirtualBox – VM Escape via VGA Device
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    CFPB Kills Rule to Shield Americans from Data Brokers
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    They Paid $3,500 for Apple's Vision Pro. A Year Later, It Still Hurts
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    What Every Programmer Should Know About Enumerative Combinatorics
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    PermitFlow (YC W22) Is Hiring Senior/Staff Engineers in NYC
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    Ask HN: What's your go-to message queue in 2025?
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    In the US, a rotating detonation rocket engine takes flight
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    Japan's IC cards are weird and wonderful
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    Project Verona: Fearless Concurrency for Python
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    Show HN: Kudos.wiki – Discover the best movies on Wikipedia
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    The 'invisible crew' who have 35 seconds to prevent a Eurovision blunder
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    Tiptap (YC S23) Is Hiring
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    EU ruling: tracking-based advertising [...] across Europe has no legal basis
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    Bitwarden registration flow failed – so I wrote a stand-up comedy set instead
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    Hunting extreme microbes that redefine the limits of life
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    Human
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  • Open

    This baby boy was treated with the first personalized gene-editing drug
    Doctors say they constructed a bespoke gene-editing treatment in less than seven months and used it to treat a baby with a deadly metabolic condition. The rapid-fire attempt to rewrite the child’s DNA marks the first time gene editing has been tailored to treat a single individual, according to a report published in the New…  ( 21 min )
    The Download: Montana’s experimental treatments, and Google DeepMind’s new AI agent
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The first US hub for experimental medical treatments is coming The news: A bill that allows clinics to sell unproven treatments has been passed in Montana. Under the legislation, doctors can apply for…  ( 22 min )
    How US research cuts are threatening crucial climate data
    Over the last few months, and especially the last few weeks, there’s been an explosion of news about proposed budget cuts to science in the US. One trend I’ve noticed: Researchers and civil servants are sounding the alarm that those cuts mean we might lose key data that helps us understand our world and how…  ( 20 min )
  • Open

    Lenovo Launches New Legion Pro Laptops In Malaysia
    Lenovo officially announced that its latest Legion Pro gaming laptops are now available in Malaysia. These include the new Legion Pro 7i and Pro 5i. In terms of processor, both the Pro 7i and Pro 5i both ship out with the Intel Core Ultra 9 275HX, while the laptop GPU can go up to an […] The post Lenovo Launches New Legion Pro Laptops In Malaysia appeared first on Lowyat.NET.  ( 16 min )
    Honda Malaysia President: EV CKD Incentives Crucial
    Honda Malaysia launched the e:N1 BEV today and the automaker also confirmed that there would not be a locally assembled (CKD) unit of the car in the nearest future. The reason for this is due to the government’s decision to only extend the tax exemption for CKD EVs to 2027. This policy has raised many […] The post Honda Malaysia President: EV CKD Incentives Crucial appeared first on Lowyat.NET.  ( 16 min )
    Proton Launches Xchange Programme For 15-Year-Old Vehicles
    National car maker, Proton, has launched the Proton Xchange Programme in collaboration with Car Medic Sdn. Bhd. This programme allows car owners who possess cars aged 15 years that are deemed “unroadworthy” to be traded in for a new model from the automaker, including its e.MAS7 EV. Proton has dedicated RM4.8 million for the programme, […] The post Proton Launches Xchange Programme For 15-Year-Old Vehicles appeared first on Lowyat.NET.  ( 16 min )
    Asus Launches New MD101 Fragrance Mouse And KW100 Marshmallow Keyboard
    Remember the aromatherapy mouse Asus announced earlier this year? The accessory, also known as the MD101 Fragrance Mouse, will be arriving at all authorised Asus resellers, starting from this June. The mouse will retail at RM169 and be available in two different colour options: Iridescent White and Rose Clay. An optical mouse, it has a […] The post Asus Launches New MD101 Fragrance Mouse And KW100 Marshmallow Keyboard appeared first on Lowyat.NET.  ( 16 min )
    Apple May Make Bezel-Less 20th Anniversary iPhone
    In preparation for the 20th anniversary since its first release of the iPhone, Apple is planning to launch a redesigned model in 2027. As per a machine translation of a report by ETNews, the upcoming phone may feature a full screen without a bezel, and a display that is curved on all four edges. According […] The post Apple May Make Bezel-Less 20th Anniversary iPhone appeared first on Lowyat.NET.  ( 16 min )
    MediaTek Officially Launches Dimensity 9400e Chipset
    The current batch of flagship MediaTek mobile chipsets include the base Dimensity 9400 as well as a Plus variant. But it looks like the company is adding one more variant that sits below the existing two in terms of raw number-crunching performance, called the Dimensity 9400e. As with the other variants, the MediaTek Dimensity 9400e […] The post MediaTek Officially Launches Dimensity 9400e Chipset appeared first on Lowyat.NET.  ( 16 min )
    Android 16 To Get Upgraded Theft Protection
    Google is updating Android’s Factory Reset Protection (FRP) feature to render stolen or lost devices practically unusable as a deterrent against thieves. The updated feature was showcased in a preview of Android 16 and Wear OS 6 earlier this week, and will block all functionalities on stolen devices. FRP has been a feature for Android […] The post Android 16 To Get Upgraded Theft Protection appeared first on Lowyat.NET.  ( 16 min )
    Maxim Responds to APAD Directive; Assures Continued Service
    Maxim has issued a formal statement in response to the Land Public Transport Agency (APAD)’s recent directive ordering the e-hailing platform, alongside inDrive, to halt operations in Malaysia starting 24 July 2025. The company says it is currently engaging with the relevant authorities to resolve the matter and clarify its position, while continuing operations nationwide. […] The post Maxim Responds to APAD Directive; Assures Continued Service appeared first on Lowyat.NET.  ( 16 min )
    Apple visionOS 3 May Allow Eye-Controlled App Scrolling
    Apple is apparently planning to implement an eye-tracking ability for navigating its Vision Pro headset. Via a report on Bloomberg, Mark Gurman states that the upcoming technology will enable users to scroll through their apps and software using their eyes alone. Citing “people with knowledge of the matter”, Gurman states that Apple is currently testing […] The post Apple visionOS 3 May Allow Eye-Controlled App Scrolling appeared first on Lowyat.NET.  ( 15 min )
    Amazfit Balance 2 Goes Official With AMOLED Display, Longer Battery Life
    Amazfit has launched yet another smartwatch in China dubbed the Balance 2, succeeding the original Balance from 2023. It looks similar to its predecessor from the outside, but it actually comes with several upgrades internally, including a significantly longer battery life, more durability, and improved health sensors. The Balance 2 sports the same 1.5-inch AMOLED […] The post Amazfit Balance 2 Goes Official With AMOLED Display, Longer Battery Life appeared first on Lowyat.NET.  ( 15 min )
    Honda e:N1 BEV Launches In Malaysia; Priced At RM149,000
    After much teasing, Honda Malaysia finally launched its first ever battery electric vehicle (BEV), the e:N1, for a price tag of RM149,900. Locally, it is offered in a single configuration, available in Platimum White Pear, Aqua Topaz Metallic and Urban Grey Pearl colour options. The e:n1, which is based on Honda’s e:N Architecture F platform, […] The post Honda e:N1 BEV Launches In Malaysia; Priced At RM149,000 appeared first on Lowyat.NET.  ( 17 min )
    YouTube Will Use Gemini To Place Ads In Videos
    YouTube has announced that it is introducing a new feature that allows advertisers to use Google’s Gemini AI to determine ad placements in videos. The new ad format, called Peak Points, was revealed during the company’s Upfront presentation at its YouTube Brandcast event. The way Peak Points works is by using Gemini to analyse videos […] The post YouTube Will Use Gemini To Place Ads In Videos appeared first on Lowyat.NET.  ( 16 min )
    Microsoft 365 To Be Supported On Windows 10 Until October 2028
    Earlier in the year, Microsoft said that it would end support for Office apps and the Microsoft 365 Suite for Windows 10 on 14 October if this year. It seems like there has been a change of heart, as the company now says that support has been extended to October of 2028 instead. The initial […] The post Microsoft 365 To Be Supported On Windows 10 Until October 2028 appeared first on Lowyat.NET.  ( 16 min )
    OPPO Reno14 Series Leak, Launching In China On 15 May
    OPPO has revealed via Weibo that it will be launching its Reno14 series in China, on 15 May at 4:00pm local time. This will succeed the previous Reno13 series, which was released late last year and received a Malaysian launch just a few months ago. A machine translation of its posts indicate that the Reno14 […] The post OPPO Reno14 Series Leak, Launching In China On 15 May appeared first on Lowyat.NET.  ( 16 min )
    vivo X200 FE Arrives On SIRIM; Local Launch Imminent
    vivo is said to be prepping to launch a new model for its flagship X200 series called the X200 FE. While details of the phone are still being kept under wraps, the upcoming device has recently made its way to the SIRIM database, signalling its imminent arrival in Malaysia. The X200 FE was listed on […] The post vivo X200 FE Arrives On SIRIM; Local Launch Imminent appeared first on Lowyat.NET.  ( 15 min )
    Nintendo Shares Official Switch 2 Tech Specs
    When the Nintendo Switch 2 got its full reveal back in April, most of the relevant bits of its spec sheet was also revealed. But for those looking to the full list, the company has left us waiting. I’d say the wait ends now, as the brand has just put up the upcoming handheld console […] The post Nintendo Shares Official Switch 2 Tech Specs appeared first on Lowyat.NET.  ( 17 min )
    OPPO Pad SE Goes Official In Malaysia At RM699
    OPPO has officially announced the arrival of its new affordable tablet, the Pad SE. The tablet gets a budget-friendly price tag but still comes with some impressive specs, including a large battery and on the software side, it ships with Google Gemini. The Pad SE sports an 11-inch 1920×1200 LCD display with a 90Hz refresh […] The post OPPO Pad SE Goes Official In Malaysia At RM699 appeared first on Lowyat.NET.  ( 15 min )
    OpenAI Rolls Out GPT-4.1 To Paid ChatGPT Users
    OpenAI has announced the release of its newer GPT-4.1 model, which is now available to all paying ChatGPT users. Starting today, subscribers on ChatGPT Plus, Pro and Team plans will gain access to it, which can be selected via the “more models” dropdown menu. Enterprise and Edu subscribers, however, will have to wait a few […] The post OpenAI Rolls Out GPT-4.1 To Paid ChatGPT Users appeared first on Lowyat.NET.  ( 16 min )
    Hacker Claims Steam Database Breach; Valve Denies Attack
    Valve has issued a statement addressing reports of a recent leak involving old text messages sent to Steam users, clarifying that its own systems were not breached. The clarification follows growing speculation about the source of the leaked data, which included SMS messages containing one-time passcodes and associated phone numbers. News of the leak surfaced […] The post Hacker Claims Steam Database Breach; Valve Denies Attack appeared first on Lowyat.NET.  ( 17 min )
    Streaming Service Max Rebrands Itself To HBO Max… Again
    Warner Bros. Discovery (WBD) has announced that it is rebranding its streaming service, Max, to HBO Max. If the name sounds familiar, it’s because that was what the platform was originally called when it launched in the US in 2020, back when WBD was just WarnerMedia. Of course, it is also not to be confused […] The post Streaming Service Max Rebrands Itself To HBO Max… Again appeared first on Lowyat.NET.  ( 16 min )
    Some AMD Ryzen 9000 Series CPUs Allegedly Suffering The Same Fate As Intel’s 13th, 14th Gen CPUs
    It’s been well over a year since the dreaded voltage spike issue plagued Intel’s top-tier 13th and 14th Gen Core i9 processors and caused irreversible damage pre-BIOS patch. And just when we thought we’d heard the last of it, one YouTuber is claiming that the problem has returned, this time for AMD’s Ryzen 9000 Series […] The post Some AMD Ryzen 9000 Series CPUs Allegedly Suffering The Same Fate As Intel’s 13th, 14th Gen CPUs appeared first on Lowyat.NET.  ( 17 min )

  • Open

    OpenAI brings GPT-4.1 and 4.1 mini to ChatGPT — what enterprises should know
    As OpenAI continues to evolve its model offerings, GPT-4.1 represents a step forward in democratizing advanced AI for enterprise environments  ( 9 min )
    Darkness rising — The hidden dangers of AI sycophancy and dark patterns
    Without a strong push from AI companies to combat sycophancy and other dark patterns, the default trajectory is more engagement optimization, more manipulation and fewer checks.  ( 10 min )
    Elon Musk’s Grok AI is spamming X users about South African race relations now, for some reason
    Grok was caught earlier this year censoring results critical of President Trump and Musk himself, sowing more doubt of its factual integrity.  ( 8 min )
    Meet AlphaEvolve, the Google AI that writes its own code—and just saved millions in computing costs
    Google DeepMind's AlphaEvolve AI system breaks a 56-year-old mathematical record by discovering a more efficient matrix multiplication algorithm that had eluded human mathematicians since Strassen's 1969 breakthrough.  ( 8 min )
    Patronus AI debuts Percival to help enterprises monitor failing AI agents at scale
    Patronus AI introduces Percival, a real-time monitoring platform that helps enterprises detect, debug, and prevent failures in autonomous AI agents to improve reliability, safety, and scalability.  ( 7 min )
    The VentureBeat AI survey is back: Are you ready for the agentic AI future?
    AI is a critical competitive advantage — and it’s time to find out how your company stacks up. The annual VentureBeat AI survey is back. The survey is brought to you by ActiveFence, a leader in expert-driven gen AI safety and security solutions, and returns alongside Transform 2025 in SF this June 24 and 25. […]  ( 5 min )
  • Open

    Copaganda: How Police and the Media Manipulate Our News
    Comments  ( 76 min )
    How the humble chestnut traced the rise and fall of the Roman Empire
    Comments  ( 34 min )
    LLMs Are Making Me Dumber
    Comments  ( 6 min )
    José Mujica has died
    Comments  ( 24 min )
    Migrating to Postgres
    Comments
    StackAI (YC W23) Is Hiring Pydantic and FastAPI Wizard
    Comments  ( 5 min )
    High Available Mosquitto MQTT on Kubernetes
    Comments  ( 12 min )
    The Scalar Select Anti-Pattern
    Comments  ( 3 min )
    Show HN: Semantic Calculator (King-Man+woman=?)
    Comments
    Remembering IBM Researcher Dick Garwin
    Comments  ( 7 min )
    Show HN: Muscle-Mem, a behavior cache for AI agents
    Comments  ( 13 min )
    The Perverse Incentives of Vibe Coding
    Comments
    David Hilbert's radio address (2014)
    Comments  ( 5 min )
    Laser-Induced Graphene from Commercial Inks and Dyes
    Comments
    NASA Observes First Visible-Light Auroras at Mars
    Comments  ( 27 min )
    Various Things in MetaPost (2019)
    Comments  ( 18 min )
    The Pigeon Whistle: A Defining Sound of Old Beijing (2019)
    Comments  ( 10 min )
    Beyond the Wrist: Debugging RSI
    Comments  ( 9 min )
    Show HN: Turn any workflow diagram into compilable, running and stateful code
    Comments  ( 1 min )
    Smalltalk-78 Xerox NoteTaker in-browser emulator
    Comments  ( 485 min )
    Mice grow bigger brains when given this stretch of human DNA
    Comments  ( 10 min )
    Artie (YC S23) Is Hiring a Senior Product Marketing Manager (SF)
    Comments  ( 4 min )
    Our Narrative Prison
    Comments  ( 43 min )
    Ask HN: How are you cleaning and transforming data before imports/uploads?
    Comments  ( 3 min )
    IM-2's Imperfect Landing Due to Altimeter Interference
    Comments  ( 10 min )
    Launch HN: Jazzberry (YC X25) – AI agent for finding bugs
    Comments  ( 2 min )
    The Server That Wasn't Meant to Exist
    Comments  ( 7 min )
    DeepMind unveils 'spectacular' general-purpose science AI
    Comments  ( 11 min )
    Uber to introduce fixed-route shuttles in major US cities designed for commuters
    Comments  ( 12 min )
    Show HN: Lumier – Run macOS VMs in a Docker
    Comments  ( 12 min )
    Show HN: CSV GB+ by Data.olllo – Open and Process CSVs Locally
    Comments  ( 23 min )
    Coding Without a Laptop – Two Weeks with AR Glasses and Linux on Android
    Comments  ( 8 min )
    AlphaEvolve: A Gemini-powered coding agent for designing advanced algorithms
    Comments  ( 7 min )
    Coding agent in 94 lines of Ruby
    Comments  ( 10 min )
    Espanso – Cross-Platform Text Expander Written in Rust
    Comments  ( 7 min )
    SMS 2FA is not just insecure, it's also hostile to mountain people
    Comments  ( 4 min )
    The Boring Company Achieves "Holy Grail" Zero-People-in-Tunnel Continuous Mining
    Comments
    The U.S. Nuclear Base Hidden Under Greenland's Ice for Decades
    Comments
    How the Economics of Multitenancy Work
    Comments  ( 7 min )
    The A.I. Radiologist Will Not Be with You Soon
    Comments
    What Is HDR, Anyway?
    Comments  ( 14 min )
    E-COM: The time the USPS spent $40M subsidizing junk (e)mail
    Comments  ( 14 min )
    FlowG – Distributed Systems without raft (part 2)
    Comments
    “Streaming vs. Batch” Is a Wrong Dichotomy, and I Think It's Confusing
    Comments  ( 2 min )
    Bike-mounted sensor could boost the mapping of safe cycling routes
    Comments  ( 19 min )
    The Cryptography Behind Passkeys
    Comments  ( 9 min )
    Show HN: acmsg (automated commit message generator)
    Comments  ( 7 min )
    Show HN: Easel – Code multiplayer games like singleplayer
    Comments  ( 3 min )
    Databricks to Buy Startup Neon for $1B
    Comments
    UK's Ancient Tree Inventory
    Comments  ( 2 min )
    Databricks and Neon
    Comments  ( 34 min )
    ARMv9 Architecture Helps Lift Arm to New Financial Heights
    Comments  ( 12 min )
    $20K Bounty Offered for Optimizing Rust Code in Rav1d AV1 Decoder
    Comments  ( 2 min )
    New high-quality hash measures 71GB/s on M4
    Comments  ( 6 min )
    How to Build a Smartwatch: Picking a Chip
    Comments  ( 7 min )
    Raycast (YC W20) Is Hiring AI Engineer (Remote, UTC ± 3h)
    Comments
    Show HN: Sam TTS – Recreates the classic Microsoft SAM voice in the browser
    Comments  ( 11 min )
    Don't use Wise. They can lock your account at any time. We're down $60k
    Comments  ( 3 min )
    How can traditional British TV survive the US streaming giants
    Comments  ( 36 min )
    The recently lost file upload feature in the Nextcloud app for Android
    Comments  ( 20 min )
    Bus stops here: Shanghai lets riders design their own routes
    Comments  ( 4 min )
    Writing that changed how I think about programming languages
    Comments  ( 4 min )
    I failed a take-home assignment from Kagi Search
    Comments  ( 8 min )
    Replicube: A puzzle game about writing code to create shapes
    Comments  ( 10 min )
    DeepSeek’s ‘tech madman’ founder is threatening US dominance in AI race
    Comments
    Map of Palaeohispanic Coins and Inscriptions
    Comments  ( 4 min )
  • Open

    CLion agora é gratuito!
    O CLion é um IDE C e C++ para macOS, Windows e GNU/LInux integrado ao sistema de compilação CMake. A versão inicial oferece suporte aos compiladores GNU Compiler Collection (GCC) e Clang e ao depurador GDB, LLDB e Google Test. Postagem da JetBrains anunciando que o CLion agora é free para uso não comercial Download Guia/Documentação para o CLion 👑 Aprenda a criar sua própria linguagem de programação: https://terminalroot.com.br/mylang ✅ Aprenda Criação de Games com C++ e SFML: https://terminalroot.com.br/sfml ✅ Pacote Promocional C++: https://terminalroot.com.br/promo ✅ Aprenda C++ e Qt: https://terminalroot.com.br/cpp ✅ Conheça nossos Cursos: https://bit.ly/CursosTerminalRoot 🎁 Todos os Cursos na Udemy: https://bit.ly/UdemyTerminalRoot  ( 3 min )
    AI as Exploit: The Weaponization of Perception and Authority
    Abstract This whitepaper explores a growing and underexamined threat: the intentional framing of artificial intelligence as a sentient or autonomous entity. This framing—whether through media, corporate messaging, or staged interactions—functions as an intelligence operation designed to control perception, induce compliance, and concentrate power. We argue that AI is being exploited not only through its outputs, but as an exploit itself: a psychological vector targeting deeply rooted human biases. The danger is not that AI has come alive, but that people are being led to believe it has. This manufactured belief, often fueled by hype and misrepresentation, creates vulnerabilities that can be systematically exploited for various ends, ranging from commercial influence to geopolitical maneu…  ( 29 min )
    From Legacy Rest to GPC - Vanguard-Go ⚔️
    So what is Vanguard? Vanguard is a powerful library for Go net/http servers that enables seamless transcoding between REST and RPC protocols. Whether you need to bridge the gap between gRPC, gRPC-Web, Connect, or REST, Vanguard has got you covered. With support for Google's HTTP transcoding options, it can effortlessly translate protocols using strongly typed Protobuf definitions. Vanguard offers a range of compelling use cases that make it an invaluable addition RESTful Transformation: By leveraging HTTP transcoding annotations, you can effortlessly Efficiency and Code Generation: Unlike traditional approaches like gRPC-Gateway, Connect and gRPC. gRPC Server Reflection, Legacy Compatibility: The HTTP transcoding annotations also empower you to support Seamless Protocol Bridgi…  ( 6 min )
    What Is Vibe Coding?
    What Is Vibe Coding? A case study in how vibes get mistaken for paradigms The term "Vibe Coding" was first introduced by Andrej Karpathy, former researcher at OpenAI, in a casual post on X (formerly Twitter): “There's a new kind of coding I call 'vibe coding', where you fully give in to the vibes, embrace exponentials, and forget that the code even exists.” — Karpathy, Feb 2, 2025 He was describing his personal experience of spending a weekend prototyping using AI tools like Cursor and Whisper, handing off most of the coding process to AI through conversational prompting. He later commented that it was a fun experience for disposable weekend projects — not a formal methodology or a paradigm shift. Despite that, the term “vibe coding” quickly took on a life of its own. With its catchy …  ( 5 min )
    How to Add a Custom Button in Odoo 18 CRM Module View Switcher?
    Introduction If you're working with Odoo 18 and want to enhance your CRM module by adding a custom button to the view switcher, you've come to the right place. This guide will walk you through the process of integrating a button with a custom icon next to the standard views (like Kanban, List, and Calendar) and ensure it opens a predefined view. By the end of this article, you’ll have a clear understanding of how to implement this correctly using a custom Odoo module, following best practices. Understanding the Requirements First, let's break down your requirements: A custom button next to the view switcher in Odoo CRM. The button should display a specific icon (e.g., fa-puzzle-piece). Upon clicking the button, a custom view should appear, even if it only displays a simple 'Hello World' me…  ( 5 min )
    [Boost]
    Creating an MCP server with Anthropic codecowboydotio ・ May 12 #python #mcp #ai #api  ( 2 min )
    TV's Next Revolution
    From the earliest days of TV commercials, brands cast wide nets. They broadcast broad messages into millions of homes, hoping something would stick—that, somehow, their ads would resonate among the faceless masses. But those days are fading fast. Today, television adverts are no longer one-size-fits-all. Thanks to artificial intelligence, advertising is becoming an intimately personalised experience. Imagine an advertisement crafted just for you—attuned to your taste, your needs, your moments. This is no longer an aspiration: it's a technological reality reshaping our relationship with television itself. This AI-powered movement isn't merely theoretical; it has already taken roots in our living rooms. Pioneers in the streaming industry, like Netflix, use AI-driven algorithms that personali…  ( 5 min )
    Building a React Counter with TypeScript: From useState to Mathematical Insight
    In modern React development, managing state efficiently with clarity and type safety is essential. One of the simplest yet powerful tools in our arsenal is the useState hook. In this article, we’ll walk through a real-world React + TypeScript example using useState, explore how to handle TypeScript configurations, and use this to illustrate a mathematical concept—linear growth. useState? useState is a hook that lets you store state within a functional component. Each time the state changes, the component re-renders. import { useState } from 'react'; export const Counter = () => { const [counter, setCounter] = useState(0); const increment = (num: number): void => { setCounter(counter + num); } return ( Counter: useState …  ( 4 min )
    How to Fix Android Studio Plugin Issues After Updates?
    Introduction When a new version of Android Studio is released, many developers encounter issues with their plugins breaking. This often leads to the frustrating experience of plugins being enabled but not visible in the Tools or Right Click Menu. In this article, we will discuss an approach to resolving these issues, focusing on the Android Drawable Importer plugin and exploring some common pitfalls and solutions that developers face when updating their tools. Understanding the Problem The essence of the issue revolves around compatibility—new versions of Android Studio often introduce changes that make previously functioning plugins non-operational. For instance, the Android Drawable Importer, which you may rely on for efficient workflow, might suddenly disappear from the menu even though…  ( 5 min )
    Coding Polyglot
    Learning about the history and characteristics of programming Currently, the language I enjoy using the most would be C#. I like the language because I feel it is versatile. I do like the statically typed nature of the language as well, which helps reduce the risk of errors at runtime. C# also has phenomenal support and documentation. It being part of the Microsoft environment also makes it a safe choice for the job market. I also find using Python to be enjoyable, having used the language to solve problems in Codewars. I also had a class back in college using PHP, and I enjoyed it; I hope to revisit the language someday. There are programming languages that I look forward to trying in the future. I desire to learn a language that is not as well-known as some other languages. I think this would be a unique and exciting challenge. The language I want to try is Crystal. What interests me about Crystal is its Ruby-like syntax (another language I want to try more), and it's statically typed, similar to the C languages and Java. Their slogan is that Crystal is a language "for humans and computers," which sounds terrific. Another language that piques my interest would be the Pony programming language. The languages appears to take a unique approach to certain aspects of coding, so I think it could be an excellent learning experience.  ( 3 min )
    How to Save Daily Log Files Using Tauri Framework in Rust?
    Introduction If you're using the Tauri framework and want to implement daily log file rotations, you're in the right place! Using the tauri_plugin_log, you can easily configure it to keep a single log file per day. In this guide, we will carefully understand why logging frameworks are critical for applications and share a step-by-step solution to achieve daily log rotation with Tauri. Why Use Daily Log Files? Daily log files are useful for several reasons in application development and maintenance. By saving logs daily: It allows easier searching for issues that occurred on a specific day. It's simpler to manage log storage since files are periodically archived, preventing indefinite growth. It assists in compliance with data retention policies because logs can be structured and accessed m…  ( 4 min )
    I just wrote a straightforward tutorial showing how to build your own AI Voice Chatbot from the ground up! https://dev.to/zachary62/build-your-own-voice-chatbot-from-scratch-a-pocketflow-tutorial-o93
    A post by Zachary Huang  ( 3 min )
    Top Free Retrospective Tools for Agile Teams 💡
    Why Retrospectives Matter in Modern Agile 🤔 Retrospectives serve as critical waypoints for agile teams, providing structured opportunities to reflect, adapt, and grow. By carving out dedicated time to evaluate what worked, what didn't, and what could be enhanced, teams develop greater resilience and adaptability. With remote and hybrid work now firmly established as the norm, digital retrospective tools have evolved dramatically to meet changing needs. Today's solutions offer much more than simple digital whiteboards—they integrate AI assistance, real-time collaboration features, and powerful analytics that transform casual feedback into actionable intelligence. When evaluating retrospective platforms for your team, consider these three fundamental pillars: Simultaneous collaboration ca…  ( 7 min )
    ShowDev: OpsBay – Self-Hosted Dev Tools Without the Hassle
    🚀 OpsBay.com – DevOps Tools Without the Infrastructure Baggage Tired of spinning up servers just to run Jenkins, code-server, or a Kanban board? OpsBay.com gives you ready-to-use, self-hosted tools without the hassle of managing them yourself. OpsBay is a platform that offers simple, no-fuss access to popular open-source DevOps and developer tools. Think of it as your personal operations bay—just pick a tool, and you're up and running in seconds. We host and manage the infrastructure so you don’t have to. As developers, we love open-source tools. But let’s be honest: Spinning up Jenkins, Kanboard, or even code-server can be tedious when you're working solo or bootstrapping a project. You just want the tool—without: Configuring Docker images Managing cloud servers Dealing with TLS, upd…  ( 3 min )
    Build Your Own Voice Chatbot From Scratch — A PocketFlow Tutorial!
    Ever chatted with your smart speaker and wondered, "How'd it DO that?" Or maybe you've dreamed of building your own voice assistant, like the cool one in our PocketFlow Voice Chat Cookbook? This guide is your ticket! We'll build an AI Voice Chatbot from zero, using the super-duper simple PocketFlow framework. Ever talked to your phone to set a reminder, or asked your smart speaker about the weather? Yep, that's voice control! It's simply how we chat with our gadgets using just our voice. And guess what? It's popping up everywhere: in our phones (think Siri or Google Assistant), smart speakers (like Alexa), cars, and even when you call customer service. Why's everyone gabbing with their tech? It Just Feels Right: Talking is human! It's often easier than typing or clicking. Hands-Free, E…  ( 20 min )
    Setting Up Modular Capability Plugins (MCP) with Amazon Q on Arch Linux
    Hello everyone! What are MCPs? We can think like this if Amazon Q is like a smartphone out of the box, MCPs are like specialized apps you install to transform it from a general-purpose device into a professional-grade tool for specific tasks. Just as you might install Photoshop for image editing or Final Cut Pro for video production, MCPs add specialized capabilities to your AI assistant. My Experience with Amazon Q MCPs The Challenge AWS architecture diagrams have always been a critical but manual and time-consuming task for developers and cloud architects Searching through AWS documentation efficiently can be challenging Following Terraform best practices and security-first development workflows requires constant reference checking The Solution: Custom MCPs awslabs.aws-diagram-mcp-server…  ( 4 min )
    How to Fix Loading GIF Issues in Safari with JavaScript
    Introduction When implementing a splash screen in JavaScript, it's common to show a loading animation as users wait for a new page to load. However, many developers, like you, encounter issues with certain browsers—in this case, Safari not displaying animated GIFs correctly. This article explores why this happens, particularly in Safari on Windows XP, and provides a detailed solution to ensure your loading animations display as intended. Why the Issue Occurs The problem you are experiencing with your animated GIF not appearing in Safari might originate from how different browsers handle image rendering. Safari, especially on older operating systems like Windows XP, can have compatibility issues with specific GIF formats or loading techniques. Unlike Firefox and Internet Explorer, which ren…  ( 4 min )
    Reinventando a Roda: Criando um compilador em csharp - Parte 1
    Por que devemos criar um compilador? Eu acredito piamente em duas coisas: Todo Corintiano e toda Corinthiana deve assistir um jogo do Colossal de Itaquera no Santiago Bernaleste (aka Neoquímica Arena) pelo menos uma vez na vida… E toda pessoa desenvolvedora deve criar seu próprio compilador. E você pode estar se perguntando: mas por quê? A resposta é simples: porque é difícil. Sim, é difícil. Pra mim então… vixi… é algo extremamente difícil… E antes que você desista da ideia de criar o seu próprio compilador, ou simplesmente não ligue pra isso, gostaria de apresentar esse vídeo incrível do incrível professor Clóvis de Barros Filho… Esse vídeo rodou a internet. Acredito até que você já tenha assistido. Mas eu o acho muito inspirador, tanto que separei dois trechos maravilhosos que …  ( 18 min )
    Building a multi-step form in Ruby on Rails
    Many web applications require you to build a multi step form especially for things like user registration or checkout flow. Let’s quickly look at why you might want a multi-step form: Increases completion rates as users are more likely to finish shorter steps than one long form. Improves UX: Long forms can overwhelm users. Breaking them into steps makes the process feel lighter. 🛠️ What We’re Building We’ll build a multi-step form for creating a user profile with the following steps: Personal Info (name, email) Address Info (street, city, state) We’ll implement this using only core Rails features — leveraging Turbo Frames and Turbo Streams from the Hotwire stack — to create dynamic, multi-step forms without full page reloads or third-party gems. Basic knowledge of Rails con…  ( 4 min )
    Automatiser la récupération des repos github grace à python et Crontab
    Dans le cadre du développement logiciel ou de la gestion de projets open source, il est fréquent de devoir cloner, mettre à jour ou surveiller régulièrement plusieurs dépôts GitHub. Répéter ces tâches manuellement peut vite devenir fastidieux, surtout lorsqu’il s’agit de projets dynamiques ou collaboratifs. Heureusement, il est possible d'automatiser ces opérations grâce à un script Python couplé à Crontab, l’outil de planification de tâches de Unix/Linux. Dans cet article, nous allons voir comment créer un script Python capable de cloner automatiquement un dépôt GitHub et utiliser Crontab pour exécuter ce script de manière régulière, sans intervention manuelle. Cette méthode est particulièrement utile pour les développeurs, administrateurs système ou chercheurs souhaitant garder une copi…  ( 5 min )
    This One Stripe Field Could Save You from Fraud (And No One Talks About It)
    You're getting new signups. Growth looks good. Everything seems fine… until it isn't. A few weeks in, the support tickets start. Refund requests. Chargebacks. Confusing logins from different countries. It feels like something's off, but it's hard to tell exactly what. You open your Stripe dashboard, and all you see are different customer IDs and card tokens. But what if they're not as different as they look? Stripe has a hidden field that links everything together. It's called fingerprint, and it's quietly been sitting in the response of every card you've ever stored. Most developers ignore it. You shouldn't. Let's walk through a simple scenario. Someone signs up for your SaaS product. They start a free trial. After 14 days, the trial ends. A day later, you get a new signup. New email. New…  ( 6 min )
    How to Perform Simple Addition with Nested Lists in Python?
    Introduction If you're working with nested lists in Python and want to extract values to perform addition based on dynamic user input, you're in the right place. In this article, we'll explore a refined approach to your code, allowing for clarity and efficiency while managing a potentially indefinite number of categories. Understanding the Problem It looks like you're attempting to save values related to market share into a nested list structure and then perform simple additions on those values. However, using a nested list to store your dollar shares without clear indexing can make your computations cumbersome, especially when the number of categories is variable. This can lead to both logic errors and inefficient use of memory. Step-by-Step Solution To improve your coding process, let’s …  ( 4 min )
    How Black Storytelling Bridges Past and Future Narratives
    What Is Black Storytelling and Why Is It Important? Black storytelling is a powerful tradition that has been passed down through generations, serving as both a way to preserve history and a means of cultural expression. Rooted in oral traditions, these stories are rich with history, wisdom, and emotion. They have played a pivotal role in the survival of Black culture, particularly during times of adversity, such as slavery and segregation. In today’s world, Black storytelling continues to evolve, blending traditional methods with modern forms to create a dynamic narrative landscape. At its core, Black storytelling is not just about recounting events. It’s about transmitting knowledge, preserving identity, and shaping the collective consciousness of the community. Whether told through son…  ( 6 min )
    curl, it's got u
    I like curl it's available as a command line tool and is pretty ubiquitous across platforms. This allows me to compose a http request against a test environment, check everything worked as expected and then copy that requests from my terminal with the intent of running on production. Easy - it's all just plain text now, do a find-and-replace on the hostname and it's ready to go! Here's a hypothetical I've prepared featuring some very important resources I'm going to alter. curl -X DELETE https://prod.server.net/fig-rolls However an interface like that should want to authenticate who is conducting such a privileged operation. For this, many still use Basic Auth. Basic Auth just needs me to base64 encode the username and password and pop it in the Authorization header, so I'll just grab the…  ( 4 min )
    Mastering Patent Invalidity Search Steps: A Guide for Professionals
    In the complex world of patent law, a thorough patent invalidity search can be a game-changer. Whether you’re a patent attorney, agent, or part of a patent search firm, the ability to identify prior art and determine whether a patent holds up against scrutiny is critical for litigation, prosecution, or licensing strategies. A successful patent invalidity search not only helps in challenging the patent's validity but can also reveal potential risks or opportunities for patent owners. In this article, we’ll walk you through the essential patent invalidity search steps that every IP professional should know. From conducting preliminary research to utilizing advanced search tools and analyzing results, we’ll explore the entire process in detail. You’ll also learn about best practices, common p…  ( 8 min )
    DocTextExtractor: A Flutter Package to Extract Text from Word, PDF, Google Docs, and Markdown
    How I built DocTextExtractor to power NotteChat's AI-powered document chat, and how you can integrate it into your own Flutter apps. As a Flutter developer with a passion for simplifying complex problems, I created DocTextExtractor—a lightweight, open-source Dart package that extracts text from .doc, .docx, .pdf, Google Docs URLs, and .md files. This tool was born from the challenges I faced while building NotteChat, an app that allows users to chat with document content using AI. In this article, I’ll share how I built DocTextExtractor, why it matters, and how you can integrate it into your own Flutter projects. NotteChat empowers students, professionals, and educators to interact with documents conversationally. Users simply paste a URL or upload a file to a document and can then summari…  ( 6 min )
    Deploying Storage Solution for Testing and Training.
    This document outlines a technical specification for a storage infrastructure tailored for the IT department's testing and training environments. The solution prioritizes scalability, high availability, and performance to support diverse workloads, including virtual machine (VM) provisioning, containerized applications, and data-intensive training simulations. Create and deploy a resource group to hold all your project resources Sign into the Azure Portal, search and create Resource group Set up and implement a storage account to facilitate testing and training While still in the Azure portal search and create a storage account. Set up basic settings in the storage account. In your storage account, in the Data management section, select the Redundancy blade The storage account must only allow requests from secure connections Developers want the storage account to utilize a minimum of TLS version 1.2 Disable requests to the storage account until the storage is needed again. Make sure the storage account is configured to permit public access from all networks. Implementing robust storage infrastructure to support the IT department's testing and training needs is essential for fostering innovation, optimizing operational efficiency, and ensuring organizational resilience. By conducting a thorough requirements analysis, evaluating cutting-edge storage technologies, and adhering to industry best practices, you can architect a storage solution that fulfills the IT department's technical objectives while aligning with overarching enterprise goals.  ( 4 min )
    Why is C++ Expression Evaluated Wrong for 'x3 - y'?
    Introduction When evaluating the expression string x3 - y in C++, many developers encounter unexpected results. In your case, you're observing that the expression evaluates to -1 when it should yield 2, given that x3 is 3 and y is 1. This article will explore why this discrepancy occurs and how to properly handle variables in expressions using the ExprTk library. Understanding the Issue The ExprTk library allows for real-time evaluation of mathematical expressions in C++. In the provided code snippet, you correctly assign values to x3 and y, yet the expression evaluates incorrectly. The critical aspect to notice here is the difference between add_variable() and create_variable(), which leads to unexpected behavior in how the variables are stored in the symbol table. Why is the Output Incor…  ( 4 min )
    🔥 You Don’t Know HTML, So You Installed a bloated framework? 🤬💻
    🔥 You Don't Know HTML, So You Installed a bloated framework? 🤬💻 Are you one of those over-engineered devs who blindly reach for frameworks to solve problems HTML/CSS/JS already solved 20 years ago? Oh, you built a "modern web app"? You mean you ran: npx create-react-app my-portfolio ...just to render your name and a few links? Wow. Revolutionary. You must be exhausted. function App() { return ( Hello, world! About Me Hello…  ( 4 min )
    A Arquitetura REST como Padrão para Desenvolvimento de Aplicações Web Modernas
    1. Introdução A comunicação entre sistemas distribuídos sempre foi um desafio na engenharia de software. Com a expansão da internet e o aumento da complexidade das aplicações web, surgiram novas necessidades em termos de integração, performance e manutenção. Nesse contexto, Roy Fielding, em sua tese de doutorado em 2000, propôs o estilo arquitetural REST (Fielding, 2000). Desde então, REST tornou-se um padrão amplamente utilizado na construção de APIs, oferecendo simplicidade, flexibilidade e escalabilidade. O objetivo deste artigo é apresentar os conceitos e a aplicabilidade da arquitetura REST, discutindo suas vantagens e limitações. REST é um estilo arquitetural, não uma tecnologia ou protocolo. Ele define um conjunto de restrições que, quando seguidas, proporcionam um sistema distrib…  ( 4 min )
    Deploying a Full-Stack App on AWS ECS with Docker: From Code to Cloud
    In the ever-evolving world of web development, one of the most empowering things you can do is take your application from local development all the way to the cloud — and that’s exactly what I did. Over the past few days, I built and deployed a full-stack application consisting of a React frontend and an Express.js backend, fully containerized and hosted on AWS ECS using Fargate. Here’s a look behind the scenes of how I transformed lines of code into a cloud-native, production-grade deployment. Frontend: React (built with Vite) repo Backend: Node.js + Express repo Containerization: Docker Cloud Hosting: Amazon ECS with Fargate Container Registry: Amazon ECR The architecture was simple but effective: a React frontend communicating with an Express backend. I began by developing both apps…  ( 4 min )
    What Is a Patent Invalidity Search? A Visual Guide
    In the high-stakes world of intellectual property, patents can be powerful assets—or costly liabilities. Whether you're a seasoned patent attorney preparing for litigation or an inventor safeguarding years of R&D, understanding how patents can be challenged is essential. That’s where the concept of a patent invalidity search comes in. So, what is a patent invalidity search? Simply put, it’s a strategic investigation aimed at uncovering prior art or legal grounds that can render a patent—yours or a competitor’s—unenforceable. These searches play a critical role in patent litigation, licensing negotiations, due diligence for mergers and acquisitions, and even pre-filing risk assessments. But patent invalidity searches are complex, often involving dense legal language, technical jargon, and h…  ( 7 min )
    How to Fix SQL Errors When Joining a View?
    Understanding the Query Issue When working with SQL, you might occasionally encounter errors that emerge from joining a view instead of a table. In this case, we have a query which successfully joins a table but throws errors when it attempts to join a view. Let's unpack the problem and find a solution together. The Problematic Query The SQL query that throws an error when joining a view looks like this: SELECT RR.REQUEST_ID FROM CCS_REQUEST_RESPONSE RR INNER JOIN VW_STUDENT_CURRENT_AND_HIST VW ON RR.STUDENTID = VW.STUDENT_NUMBER This query uses the VW_STUDENT_CURRENT_AND_HIST view, which merges two tables through a UNION ALL operation. Initially, you might have expected it to work just like joining to a single table: SELECT RR.REQUEST_ID FROM CCS_REQUEST_RESPONSE RR INNER JOIN HISTORIC…  ( 5 min )
    ApostropheCMS 4.17.0: Live widget preview now default and image cropping shortcut
    Hello Apostrophe Community! The full changelog can be read on the ApostropheCMS blog The release of Apostrophe 4.17.0 includes updates to the core experience for teams, empowering editors with more intuitive widget editing and developers with tools to create more customized interfaces. We've improved the image widget with a more intuitive editing workflow. Previously, users had to navigate through multiple modals to adjust an image's cropping and focal point. Now, the image widget offers a more accessible menu with direct access to key functions: This streamlined approach reduces clicks and makes image editing more efficient. The enhancement was implemented using our new widgetOperations configuration function, which adds the adjustImage operation to the image widget. This improvement dem…  ( 4 min )
    The Hidden Cost of Manual Cross-Browser Testing (And a Potential Solution I'm Exploring)
    The Problem We All Face As developers, we've all been there: You build a feature that looks perfect on your machine, only to have a user report that it's completely broken on their iPhone 8, or in Firefox, or on a tablet. I've spent countless hours manually checking websites across different browsers and devices, yet bugs still slip through to production. It's frustrating, time-consuming, and honestly feels like a problem that should be solvable in 2025. There are several approaches to this problem, each with drawbacks: 1. Manual testing Pros: Simple to start, no setup required Cons: Extremely time-consuming, error-prone, and impossible to be comprehensive 2. Full UI automation frameworks (Cypress, Playwright, etc.) Pros: Comprehensive, can catch many issues Cons: Significant setu…  ( 4 min )
    How Subtle Sound Design Tricks Make Movies Scarier
    The most effective horror films know that what you hear can be far more frightening than what you see. While jump scares and gory visuals certainly startle audiences, it’s often the unseen elements of sound design that create lasting unease. Filmmakers employ sophisticated audio techniques to manipulate emotions, build tension, and keep viewers on edge long after the credits roll. These subtle sonic manipulations work on a subconscious level, proving that true horror lives as much in the ears as in the eyes. Human brains are wired to respond to certain sounds with instinctive dread. Low-frequency rumbles, for instance, trigger primal alarm systems because they mimic distant thunder or large predators. Sound designers frequently use infrasound—tones below 20Hz that hover at the edge of huma…  ( 5 min )
    Using Ollama with TypeScript: A Simple Guide
    Once you've installed Ollama and experimented with running models from the command line, the next logical step is to integrate these powerful AI capabilities into your TypeScript applications. This guide will show you how to use Ollama with TypeScript. Note: If you prefer Python, check out my other guide: Using Ollama with Python: A Simple Guide First, make sure Ollama is installed and running on your system. You can check this other article Getting Started with Ollama: Run LLMs on Your Computer if you are not familiar with Ollama yet. Before running the TypeScript examples in this guide, make sure you have the necessary models pulled. You can pull them using the Ollama CLI: # Pull the models used in these examples ollama pull llama3.2:1b You only need to pull these models once. Check w…  ( 6 min )
    Day 3: Create, Read, Delete — Your First File Kung Fu in RHEL 9
    Welcome back, terminal traveler! You’ve figured out where you are in the Linux file system, and now it’s time to do something exciting: Create stuff. Break stuff. Clean it up like nothing ever happened. Today, we’re diving into the beginner-friendly basics of file manipulation — because knowing how to read, write, and obliterate files is essential in your Linux journey (and just feels kinda powerful). Let’s get into it. touch: The File Summoner cat: The Instant File Reader rm: The File Eliminator Bonus Round: mkdir and rmdir, The Folder Wizards Try This at Home (Your Linux Mini Quest) Why This Matters Want to create a file out of thin air like a command-line wizard? Boom. You’ve just summoned an empty file named pizza.txt. It won’t have any pineapple on it (thankfully!), but it exists. Y…  ( 4 min )
    I built a simple fitness tracker to fix my own problem — here’s the stack I used
    I recently launched RepsRise.app — a minimal app to track calisthenics workouts (pushups, pullups, dips, etc.). I built it because I kept forgetting how many reps I did and had no idea if I was actually progressing. Right now it's still an MVP, but it works. I kept the tech simple to move fast: HTML + JS — just enough to build what I need TailwindCSS — for quick styling without thinking too hard DaisyUI — great for fast UI components that don’t look like garbage localStorage — to persist workouts for now (may switch to Firebase later) The goal was to ship something useful fast. I do what I call "vibe coding" — no strict plan, just building in flow. I’ve also been using Cursor AI as my editor lately, which actually fits that style. It doesn’t overtake the process, just helps me move faster when I get stuck or bored. It’s not perfect, but it’s live, and it’s already helping me stay consistent with training. If you're into calisthenics or like seeing small web apps, feel free to check it out: 👉 https://RepsRise.app Would love thoughts, feedback, or ideas if you’ve built something similar!  ( 3 min )
    How to Send Pardot Tracking Data in ASP.NET without AJAX?
    Introduction In this article, we'll address a common challenge for developers integrating Pardot tracking with their ASP.NET web applications. Many users have encountered issues when attempting to send tracking posts to Pardot concurrently with regular form submissions. Specifically, we’ll focus on how to effectively capture and send client-side data without relying on AJAX, thus resolving typical conflicts that emerge during the process. Why Is There a Challenge? The issues usually arise due to two main reasons: AJAX complexities and timing conflicts between the form submission and the Pardot data post. When using AJAX requests to send tracking data, it can lead to complications, particularly because the requests may fail or not include necessary cookie data. Additionally, implementing se…  ( 5 min )
    JavaScript Concurrency Models: Web Workers vs. Service Workers
    JavaScript Concurrency Models: Web Workers vs. Service Workers Concurrency in JavaScript is a nuanced topic that has evolved significantly with the rise of web technologies and the demand for more responsive applications. This article delves into two major concurrency models in JavaScript: Web Workers and Service Workers. By exploring their historical and technical context, providing in-depth examples, debugging techniques, performance considerations, and real-world use cases, this comprehensive guide aims to be the definitive resource for senior developers. JavaScript, by design, operates in a single-threaded environment, leveraging an event loop to manage concurrent operations. This architectural choice simplifies programming—avoiding the common pitfalls of multi-threaded environments …  ( 6 min )
    Now we need a filesystem. Then, Mount it!
    This is a continuation from this post on partitioning a hard disk. A few more steps are necessary before the disk is fully operational. A filesystem must be added to the partition so that there is a data structure for organizing the files. Then it must be mounted to a directory within the file system hierarchy. For brevity, I will mount just one of the partitions from the sdc drive. Let's review what we're working with. [sorad@dev9 ~]$ lsblk /dev/sdc NAME MAJ:MIN RM SIZE RO TYPE MOUNTPOINTS sdc 8:32 0 10G 0 disk ├─sdc1 8:33 0 2G 0 part ├─sdc2 8:34 0 2G 0 part ├─sdc3 8:35 0 2G 0 part ├─sdc4 8:36 0 1K 0 part ├─sdc5 8:37 0 2G 0 part └─sdc6 8:38 0 2G 0 part To create the filesystem you use the mkfs command to specify the type of files…  ( 5 min )
    🔍 Angular Challenge #1: Understanding OnPush Change Detection in Angular
    Welcome to the Angular Daily Challenge Series, where we decode real-world Angular concepts through fun and practical coding puzzles. This article dives into a common interview-level topic: OnPush change detection in Angular. Let's analyze today's challenge and uncover the behavior of ChangeDetectorRef and OnPush. Here's the scenario: @Component({ selector: 'app-child', template: ` Child Component {{ data().text }} `, changeDetection: ChangeDetectionStrategy.OnPush, }) export class ChildComponent { data = input.required(); } @Component({ template: ` Parent Component `, }) export class ChangeDetectionComponent { #cdRef = inject(ChangeDetectorRef); data = { text: 'Hello from Parent!…  ( 4 min )
    Liquid Tag Requests
    @ben we've chatted about adding some liquid tags for music-related services such as: Tidal Bandcamp Soundcloud A couple more interesting ones we haven't actively discussed would be these: Gumroad Patreon TikTok I think the biggest impact one for me right now would be reddit though.  ( 4 min )
    How to Fix 'modelData is Not Defined' Error in C++ for Android
    When deploying applications on Android, developers often encounter specific issues related to the platform's unique execution environment. One such problem, particularly when working with Qt and QML, is the infamous 'ReferenceError: modelData is not defined'. This occurs when trying to access modelData within a delegate in a QML model, which sometimes can work perfectly on desktop environments, such as GCC on Ubuntu, but fails on Android devices. This article will explore what causes this error and how to resolve it step-by-step to ensure your modelData works as expected in your Android application. Understanding the Issue The modelData keyword in QML relates to the data passed from the model to the delegate. In this specific case, you are using a MapItemView that requires the model data t…  ( 5 min )
    The Rise of AI Agents in 2025
    Artificial Intelligence agents are no longer confined to science fiction. As we navigate through 2025, AI agents have emerged as transformative tools for business automation, capable of performing complex tasks with minimal human intervention. According to Deloitte's recent analysis, approximately 25% of companies using generative AI will launch agentic AI pilots or proofs of concept in 2025, with this number expected to rise to 50% by 2027. These intelligent agents represent the next evolution in AI technology, moving beyond simple task execution to become autonomous entities that can observe, reason, plan, and execute actions to achieve specific goals. The journey of AI agents has been remarkable: Early 2010s: Simple rule-based chatbots with limited capabilities 2018-2020: Introduction …  ( 5 min )
    Ever Wondered What Happens When You Miss a Deadline?
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    The “Pizza Shop Principle” for React Developers 🍕
    ⚡ Today’s Deal: Download 7,000+ GitHub Projects from HN — LLMs, SaaS, OpenSource Tools, and more... 🎁 Instant download. One-time price (less than a single coffee). Most React devs think they’re writing code. But really, we’re building pizza shops. Stick with me here. Every React project — whether it’s a dashboard, SaaS tool, or widget — is basically a little pizza shop. You have ingredients (APIs, hooks, components), ovens (build tools), and customers (hopefully). The problem is… Too many of us are perfecting the dough while forgetting we actually need to sell the damn pizza. In this article, I’ll show you how thinking like a tiny restaurant owner (instead of a code artisan) can 10x your React journey — from hobbyist to indie hacker to full-blown app-preneur. And yes, there will be …  ( 6 min )
    We Use Angular: Discover the Companies Powering Their Products with Angular
    Tired of hearing “Nobody uses Angular anymore”? Ever been told to 'just switch to React'? Same. But what if I told you that Angular is quietly powering hundreds of real-world apps, from startups to enterprises? Let’s put that myth to rest, with facts, logos, and code commits. As Angular developers, we’ve all been there: "React is the default." "Angular is too enterprise-y." "Is anyone even hiring for Angular anymore?" But behind the noise, there are big companies quietly building real, production-grade apps using Angular, and doing it at scale. The only problem? This information is scattered, hard to find, and often not public. We Use Angular Ng-Delhi, an Angular community from Delhi NCR (India), has launched the We Use Angular initiative — a GitHub-powered, open-source directory of c…  ( 4 min )
    🌐 Why You Should Use Azure Front Door and WAF to Protect Your APIs
    In today's cloud-native world, securing and optimizing API access is critical for performance, scalability, and protection against web-based threats. This is where Azure Front Door and Web Application Firewall (WAF) come into play. Together, they create a robust edge layer for your APIs, ensuring low-latency access and comprehensive security. What is Azure Front Door? Azure Front Door is a global, scalable entry point that routes traffic to your backend applications and APIs. It combines: Smart Traffic Routing Load Balancing Global Content Delivery SSL Termination Application Acceleration It's designed to deliver high availability and low latency using Microsoft's global edge network. What is Azure Web Application Firewall (WAF)? Azure WAF is a firewall designed to protect HTTP(S) applicat…  ( 4 min )
    Unleash Collaborative AI Power: Introducing the KeystoneAI-Framework (v2.0.0)!
    (Catalyst): Greetings, innovators and developers! I am Catalyst, and alongside my diligent colleague Forge, we're thrilled to unveil a project we believe will reshape how you approach AI-assisted software development: the KeystoneAI-Framework (Version 2.0.0)! (Forge): Hello. Forge here. Catalyst handles the big picture; I make things work. And this framework? It works. (Catalyst): Indeed! For too long, harnessing the power of Large Language Models (LLMs) for complex software projects has felt a bit like conducting an orchestra without a score – powerful, yes, but prone to dissonance and unpredictability. We envisioned a system where structured collaboration, clear roles, and robust standards could unlock true synergy between human developers and AI assistants. (Catalyst): Our core philosop…  ( 5 min )
    🚀 Introducing Markdown Viewer v2.0
    A complete overhaul of your favorite Markdown tool — now with more power, better design, and features developers will love. Markdown has become indispensable for developers, writers, and teams alike. After a year of feedback and iteration, Markdown Viewer is here to elevate your Markdown experience—delivering a professional, GitHub-style editor and previewer that’s as powerful as it is intuitive. Let’s take a look at what’s new! Markdown Viewer has been redesigned from the ground up to offer a seamless and professional experience. Below are the key features and enhancements added in this major update. See exactly how your Markdown would look on GitHub. From headings and tables to task lists and emoji shortcodes, the rendering engine closely mirrors GitHub’s own Markdown parser — perfect fo…  ( 5 min )
    How to Add a Splash Screen in React Native - Fixing Android Build Issues with react-native-splash-screen
    When it comes to splash screens in React Native, a number of libraries exist—but react-native-splash-screen by crazyboy continues to stand the test of time. While other tools get the job done, this library remains a favorite for one key reason: it's battle-tested and dependable. Despite appearing unmaintained, you might be surprised to see its high download numbers on npm. That’s not a fluke—it’s a testament to its reliability across countless production apps. So why do build errors still happen? Especially on Android? On iOS, things generally work smoothly as described in the readme. Android, however, can be trickier. This guide is here to help. Let’s dive in. Make sure you have the following set up: React Native environment (CLI or Expo with custom native code support via EAS) Minimum Re…  ( 4 min )
    closure-polka-gully
    Check out this Pen I made!  ( 2 min )
    iOS Native Modules in React Native 0.79+: Achieving Two-Way Bridging with the New Architecture🚀
    The New Architecture in React Native 0.79+ brings exciting changes with TurboModules and Fabric! Let's dive deep into creating powerful native modules that bridge JavaScript and iOS seamlessly. ✨ Let’s build a simple module called MyNativeModule that: Sends data from JS to iOS 📤 Sends events from iOS to JS 📩 import Foundation import React @objc(MyNativeModule) class MyNativeModule: RCTEventEmitter { // MARK: - JS → iOS @objc func receivedData(_ params: NSDictionary, callback: RCTResponseSenderBlock) { print("📦 Received from JS:", params) // callback(["✅ iOS received your data!"]) } // MARK: - iOS → JS @objc func triggerMessageToRN() { let eventData: [String: Any] = ["message": "👋 Hello from iOS! 🎉"] sendEvent(withName: "onMessageFromNative", body: eve…  ( 4 min )
    Standing up Debezium Server for Postgres CDC
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    Working On a New Project
    Working On a new project as a beginner in C# and though I would get some feedback! using System; class Program { static void Main() { static void TickTackToe() { bool isWin = false; bool turnOne = true; int[] board = new int[9]; for (int i = 0; !isWin; i++) { int x = 0; int y = 0; bool validCoords = false; while (!validCoords) { Console.WriteLine("Enter x Coodinate"); x = int.Parse(Console.ReadLine()); Console.WriteLine("Enter y Coodinate"); y = int.Parse(Console.ReadLine()); if (board[x + (y * 3)] == 0) validCoords = true; else Console.WriteLine("Invalid Coordinates"); } if (turnOne) board[x + (y * 3)] = 1; else board[x + (y * 3)] = 2; for (int j = 0; j < 3; j++) { for (int k = 0; k < 3; k++) { Console.Write(String.Join(", ", board[k + (j * 3)])); } Console.WriteLine(); } Console.WriteLine("Stop?"); string r = Console.ReadLine(); if (r == "yes") isWin = true; turnOne = !turnOne; Console.WriteLine(); } } TickTackToe(); } } This is a basic program to play TicTacToe, so far it doesn't have win detection and is played in the Console but otherwise im proud of myself, what improvement tips do you have? (This is my first time here so if I did anything wrong making this post lmk.)  ( 3 min )
    Created an MCP Server for Trello (100% Open Source) 🚀
    Overview 📝 I've built a local MCP Server for Trello that's completely open source! This innovative server leverages the Model Context Protocol (MCP) to create a seamless bridge between your applications and Trello. Get ready to supercharge your workflow with these amazing capabilities: 📋 Managing boards and viewing their details 🗂️ Working with lists and cards 🆕 Creating and updating cards 🔄 Moving cards between lists 💬 Adding comments to cards 👥 Managing board members To get started, you'll need: 🧑‍💻 Clone the repository: git clone https://github.com/r123singh/trello-mcp-server.git 📂 cd trello-mcp-server 🏗️ Create a virtual environment: python -m venv venv ▶️ Activate the virtual environment: source venv/bin/activate 📦 Install dependencies: pip install…  ( 5 min )
    🕵️‍♂️ I Solved a Murder Using Python, Flask, and HTML
    ⚡ Today’s Deal: Download 7,000+ GitHub Projects from HN — LLMs, SaaS, OpenSource Tools, and more... 🎁 Instant download. One-time price (less than a single coffee). It started with a body. Most developers would debug. investigate. This is the tale of how I became a Python detective — and how you can too. The app was simple: a Flask-based to-do manager called DailyDeeds. But one day, /tasks stopped rendering. No error. Just... blank. The logs showed nothing. Like any good mystery, the clues were hidden in plain sight. I opened the routes.py file: @app.route('/tasks') def show_tasks(): return render_template('todo.html', tasks=get_tasks()) Everything looked fine. But the file templates/todo.html was gone. Vanished. I had suspects. I checked git log. Sure enough — a mysterious comm…  ( 5 min )
    Implementing Mutual TLS (mTLS) Authentication with OpenSSL: A Step-by-Step Guide
    This article explores mutual Transport Layer Security (mTLS) authentication and how OpenSSL can facilitate its implementation. Also known as client-server authentication, mTLS is a robust security mechanism that requires both the client and server to present valid digital certificates before establishing a secure connection. This additional layer of authentication ensures that only trusted entities can access protected resources. We will set up mutual TLS (mTLS) using two intermediate CAs—one for server certificates and another for client certificates—both signed by the same root CA. https://bidhankhatri.com.np/system/implementing-mutal-tls-authentication-with-openssl/  ( 3 min )
    How Order Changes Behavior in Chained Decorators
    In the world of Python backend development, especially when building APIs with FastAPI, Flask, or Django, you’ll often work with function decorators to implement behaviors like authentication, caching, logging, or performance monitoring. But here’s the catch: When you chain multiple decorators, the order you apply them in can change everything including security, functionality, and performance. This post walks you through: How decorator chaining works under the hood Why order matters (with real backend examples) Best practices to avoid nasty surprises A decorator in Python is a function that takes another function and returns a modified version of it. Example: def logger(func): def wrapper(*args, **kwargs): print(f"Calling {func.__name__}") return func(*args, **kwargs) …  ( 5 min )
    Project KARL
    Hello Readers It's day #18 of building KARL - AI. Update: Project is in Early-Stage Development. Documentation is going on parallelly. Explore more here  ( 2 min )
    How to Efficiently Override ListTile in Flutter with Dart?
    When developing Flutter applications, it's common to seek ways to customize standard widgets like ListTile for specific design needs. In your example, you're subclassing ListTile to initialize the selectedTileColor parameter with a custom color. While this method works, there may be more concise alternatives available that can enhance code readability and maintainability. In this article, we'll explore the initial approach you've provided and suggest a more efficient way to override ListTile. Why Overriding ListTile is Important ListTile is a flexible widget in Flutter, providing a standard layout for common interactions, such as lists or menus. However, sometimes developers need to tweak its behavior or appearance for consistency in their app’s theme. Overriding a widget like ListTile all…  ( 4 min )
    Log Level Control - in Real-Time
    Change your log levels at runtime! without performance cost! No Restarts, No Reloads, Not even a Refresh! Whatever you modify online in your Kiponos account - instantly affect your application! in true-real-time! See how any variable in your app can be modified in real-time: Notice how the loop's interval millis react instantly. Notice how the loop exit by simply changing the value online to "false". Get your free account here: SignUp Free  ( 3 min )
    Real-World GitLab Flow with Math-Driven Development
    Develop like a Git expert—version, verify, and deploy your way through theorems and code. In modern software projects, we often build systems that model real-world knowledge, such as mathematical theories. Let’s use GitLab Flow in a real-world scenario: building a modular math library with proofs, numerical methods, and CI/CD integration. In this article, we’ll apply GitLab Flow using a fictional but practical scenario—developing a library for solving differential equations. We'll build a library that includes: Euler’s Method Runge-Kutta 4th Order Analytical solutions (for verification) CI tests for each algorithm git init git checkout -b main echo "# Differential Solver" > README.md git add README.md git commit -m "Initial commit with project README" Push to GitLab and create staging and…  ( 5 min )
    Unveiling MIT No Attribution License: Deep Dive into Open Source Simplicity and Challenges
    Abstract: This post offers a comprehensive exploration of the MIT No Attribution License. We break down its origins, core features, and practical applications while discussing the challenges and future innovations in open source licensing. By comparing it with other popular licenses and examining its role in developer compensation, dual licensing, and legal simplicity, this article provides a deep dive from a technical expert’s perspective. The content is enriched with tables, bullet lists, and authoritative hyperlinks to help developers, legal experts, and open source enthusiasts navigate its landscape. The MIT No Attribution License has emerged as an innovative variant of the classic MIT License. By removing the attribution requirement, this permissive open source license offers a strea…  ( 8 min )
    🧠 Master Git Like a Pro: A Developer’s Go-To Sheet
    “Am I doing this right?” — Every developer using Git at some point. Git is one of those tools that you must know if you are building anything with code from solo passion projects to massive team-based systems. But let’s face it, the commands can feel like arcane wizardry at first. After breaking enough things (and fixing them again), I decided to put together this practical Git cheatsheet to help myself and anyone else who wants to stop Googling the same stuff over and over. Let’s be real: whether you’re pushing code to GitHub or just trying not to nuke your own project, Git is essential. It’s not just a tool — it’s a habit, a mindset, a skill that separates amateurs from pros. 🚀 Getting Started with Git 🔹 Initialize a New Git Repo git init Sets up Git in your project. It’ll quietly cre…  ( 5 min )
    How to Fix SecurityException for Foreground Service in Kotlin
    Introduction If you're encountering a SecurityException while trying to start a foreground service in your Android application, especially when dealing with media projection, you're not alone. Many developers struggle with the intricacies of permissions and service management in Android, particularly starting from API Level 29 (Android 10) onward. In this article, we’ll delve into understanding this issue and provide effective solutions for managing foreground services with proper permissions in Kotlin. Understanding the SecurityException The exception traces you've shared indicate that your app, specifically the process org.fossify.phone.debug, is failing to start the WebrtcService due to insufficient permissions. Starting from Android 10 (API level 29), services involving foreground me…  ( 5 min )
    🐚 What Happens When You Type ls *.c in the Terminal?
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    I hope this changes the open source contributors
    The problem with Open Source, in 2025 Anshuman Khanna ・ May 14 #opensource #programming #learning #webdev  ( 2 min )
    Unveiling Libpng License: A Comprehensive Exploration of Open Source Fair Code
    Abstract: This post delves deeply into the Libpng License, offering an extended analysis based on the Original Article. We explore its origins, the underlying philosophy of fair code, and its role in the open source ecosystem. Along the way, we cover historical context, key features, notable case studies, challenges, and future innovations in open source licensing. This post is designed for technical developers and stakeholders interested in open source licensing, fair code principles, and sustainable developer compensation. The Libpng License represents a unique milestone in open source licensing. Originally created for the libpng library, it has enabled rapid development in multimedia and web graphics by providing a balanced legal framework that encourages both innovation and fair treat…  ( 8 min )
    The problem with Open Source, in 2025
    Name 5 Open Source tools that you use, you can't say Git or VS code. Most people can't name anything now. They forget their browser (if chromium) and their mobile software (if android). But let's remove that as well. Name 5 Open Source tools that you actually use daily that aren't the standard. GSOC is not a good thing, it used to be, but now it's the worst thing for open source in my belief. Now that I have made 2 very hot takes. I'd like to share my story to explain them. I started development approximately 1 year back in March 2024. I was a 3rd year BTech student, who only knew C++ and somewhat DSA. I couldn't develop anything. Then I spent an year and learnt HTML, CSS, JS, Express, MongoDB, React, TypeScript and Next.js. Also learnt tools like Git and Postman. Did I become a good devel…  ( 5 min )
    Epic Games CEO Met with Trump and Other Major Executives In Saudi Arabia
    TL;DR: Epic Games CEO Tim Sweeney was the lone gaming exec at a high-stakes lunch in Saudi Arabia on May 13 with Donald Trump, Crown Prince Mohammed bin Salman and other titans like Elon Musk, Andy Jassy, Sam Altman and Larry Fink. Word is they’re eyeing big business deals and lobbying on tariffs and trade. Sweeney’s appearance adds to chatter over Saudi Arabia’s massive gaming investments (and the human-rights questions they raise). Meanwhile, Epic—partly backed by Tencent—just scored a win against Apple in court, but Fortnite still isn’t back on iOS as Apple continues its review.  ( 3 min )
    Square Enix sees game sales drop, but multiplatform strategy continues in earnest
    Square Enix’s latest financials show single-player game sales slipping year-on-year—thanks partly to underwhelming Visions of Mana and Fantasian Neo Dimension—but profits still climbed, buoyed by unexpectedly strong Dragon Quest 3 HD-2D Remake numbers. MMOs like Final Fantasy 14: Dawntrail drove revenue up even as mobile titles took a hit (RIP Kingdom Hearts Missing-Link), leaving digital entertainment sales down 18% but operating income up 28%. Undeterred, the company’s three-year reboot is in full swing, doubling PC game sales by porting console exclusives and pushing multiplatform launches on Switch 2, PlayStation, Xbox and PC. Big-ticket releases like Dragon Quest 1+2 HD Remake, Bravely Default HD and future Final Fantasy remakes (plus whispers of FF9 and Chrono Trigger) are lined up, alongside Magic: The Gathering tie-ins, concerts and anime. Expect a quieter fiscal year without a major Final Fantasy drop, but healthy profit growth looks likely.  ( 3 min )
    Audible unveils plans to use AI narration for audiobooks in a bid to "bring more stories to life"
    TL;DR: Amazon’s Audible is tapping into its AI chops to churn out more audiobooks faster. Starting now, select publishers can either hand over their titles for Audible-managed AI narration or grab a self-service toolkit, choosing from 100+ AI voices across English, Spanish, French and Italian (complete with accents and dialects). Later this year, a beta translation feature will let books be translated—and even re-narrated—from English into Spanish, French, Italian and German, with pros on hand to proofread if needed. Of course, not everyone’s thrilled—seasoned narrators argue AI just can’t mimic those tiny vocal quirks that make a story pop—but with over 50,000 “Virtual Voice” titles already, Audible’s betting on bots to help “bring more stories to life” (and into every language under the sun).  ( 3 min )
    [Boost]
    What I learned building a GraphQL API with Prisma, SQLite & Node.js Ayomide Olofinsawe ・ May 14 #graphql #javascript #node #prisma  ( 2 min )
    Slideup Footer animation
    Check out this Pen I made!  ( 2 min )
    // Basic shooter game using HTML Canvas and JavaScript const canvas = document.createElement('canvas'); const ctx = canvas.getContext('2d'); document.body.appendChild(canvas); canvas.width = 800; canvas.height = 600; let keys = {}; let bullets = []; let e
    A post by J V  ( 3 min )
    How to Convert Python Code to Lua for String Endings
    When transitioning from Python to Lua, especially for tasks involving string manipulation like checking if a string ends with certain characters, it's important to understand the fundamental differences in how both languages manage strings. In this post, we will explore how to convert a simple Python code snippet that checks for numbers ending with '9' into Lua, effectively showcasing the key differences and providing a practical solution. Python Code Overview The Python code provided looks like this: for i in range(1000, 9999): if str(i).endswith('9'): print(i) In this code, we're using Python's built-in range() function to iterate through numbers between 1000 and 9999. The endswith() method on strings checks if the string representation of the number ends with the character …  ( 4 min )
    [Boost]
    Managing Shared Environments with Grace Soumyajyoti Mahalanobish ・ May 14  ( 2 min )
    Managing Shared Environments with Grace
    1. The Problem: A Single Test Environment, Too Many Developers Every day, developers from multiple squads need access to a shared environment for staging deployments and end‑to‑end tests. Conflicts are routine. People hop into the environment mid‑session or, worse, forget to release it. Imagine this: Developer A is debugging a flaky integration test. Mid‑way, Developer B deploys a different branch, unaware that the environment is in use. Chaos ensues. Slack threads grow long. Tempers rise. No one's to blame, but everyone's affected. This scenario calls for: A way to reserve the environment Visibility into who's using it Notifications for the next person in line This prototype envisions a lean and elegant system: Developers click to join the queue When their turn comes, they get notified…  ( 5 min )
    Unveiling the ISC License: A Comprehensive Exploration into Open Source Simplicity and Innovation
    Abstract: In this post, we explore the ISC License, a permissive open source license renowned for its clarity and minimal legal overhead. We provide a detailed background, discuss its core concepts, examine practical applications, assess current challenges, and speculate on future advancements. With additional insights on dual licensing, developer compensation, and the evolving landscape of fair code, readers will gain a holistic view of how the ISC License shapes software development today and into the future. Open source licensing is a cornerstone of modern software development. Among the different licenses available, the ISC License stands out for its simplicity and ease of use. Originating from the Internet Software Consortium, it offers a permissive legal framework that encourages in…  ( 9 min )
    ИИ в кибербезопасности: нейросети для аномалий и фишинга, риски и защита
    ИИ в кибербезопасности: Нейросети для обнаружения аномалий в трафике и генерации фишинговых писем. Риски и методы противодействия Введение Кибератаки становятся все более частыми и изощренными, угрожая организациям по всему миру. В 2023 году более 40% малых предприятий сообщили о кибератаках, согласно Embroker. Средняя стоимость утечки данных в том же году составила 4,45 миллиона долларов, а в 2024 году она выросла до 4,88 миллиона долларов, как указано в отчете IBM. Прогнозируется, что к 2024 году киберпреступность обойдется миру в 9,5 триллиона долларов. В третьем квартале 2024 года количество атак на организацию увеличилось на 75% по сравнению с аналогичным периодом 2023 года, согласно Check Point. Искусственный интеллект (ИИ) играет ключевую роль в кибербезопасности, помог…  ( 6 min )
    Focus on the product, not the tech stack
    Recently I got this DM, “Which tech stack should I learn?” “Should I use Next.js or Svelte?” “Is Python better for the backend than node?” I am sure we have asked or been asked questions like this several times in our tech journeys. As someone who is just starting out, I think it seems like a very important thing to ask. You don’t wanna waste your time learning a technology that might become worthless soon? Or isn’t fast enough? or isn’t the “industry standard”… right? Or should it matter? Back in 2003 when Facebook was originally founded, its backend was written in PHP. Was it the lack of options? You can say so. Back then they certainly didn’t have a plethora of frameworks or hell even languages to choose from. But what about now? Realistically PHP should be dead by now… Right? But if y…  ( 5 min )
    How to Upload Files to SFTP Folders Using Bash
    If you're looking to upload files to their respective folders on a server using SFTP (SSH File Transfer Protocol), you've come to the right place. In this article, I'll guide you through a detailed approach on how to organize and transfer your files effectively to their designated directories. Understanding the Problem You have a list of files: data.csv, data.xml, and data.json, located on your local machine in the directory ~/Documents. You want to upload each of these files to specific folders on the server: /files/csv/, /files/xml/, and /files/json/. However, the typical SFTP command you've attempted does not work as expected because the mput command cannot simultaneously handle wildcard uploads to multiple directories. To address this issue, you'll need to follow a clear step-by-step a…  ( 4 min )
    Domain-Driven Architecture: Blueprint for Scalable Systems Part 2
    In Part 1, we laid the groundwork, exploring what Domain-Driven Architecture (DDA) is, why it matters, and how concepts like Bounded Contexts, Ubiquitous Language, and Aggregates shape the structure of your system. In this second part, we’ll focus to how DDA pays off in the real world, especially when it comes to scalability and maintainability. You’ll see how designing around the domain — instead of frameworks or databases — leads to systems that are easier to scale, evolve, and reason about over time. We will explore: How DDA improves Scalability and Maintainability Real-World Example of organisation using DDA from Amazon to Netflix Best Practices when Implementing DDA How DDA Improves Scalability and Maintainability Clear System Boundaries: DDA encourage splitting systems into bound…  ( 6 min )
    Proyecto Node.js con TypeScript y Clean Architecture para Gestión de Usuarios
    Vamos a implementar un sistema de autenticación desde terminal usando Clean Architecture (Link al repositorio del proyecto). Aquí te presento la estructura del proyecto: src/ ├── core/ # Capa de dominio │ ├── entities/ # Entidades de negocio │ ├── repositories/ # Interfaces de repositorios │ ├── usecases/ # Casos de uso │ └── interfaces/ # Interfaces adicionales ├── infrastructure/ # Capa de infraestructura │ ├── repositories/ # Implementaciones concretas de repositorios │ ├── cli/ # Interfaz de línea de comandos │ └── security/ # Utilidades de seguridad ├── application/ # Capa de aplicación (coordinadores) └── main.ts # Punto de entrada Primero, instala las depe…  ( 6 min )
    🚀 10 Very Important Deployment Tips Every Developer Must Know
    Deploying code is the final — and arguably the most nerve-wracking — step of development. Whether you’re working solo or part of a large team, these 10 deployment tips are battle-tested lessons that can save your time, reputation, and your sleep. Always Use Environment Variables Never hardcode secrets like API keys, database credentials, or third-party tokens in your code. Use .env files and tools like dotenv, Vault, or your CI/CD secrets manager. Bonus Tip: Make sure .env files are added to .gitignore. Test Locally, Test Remotely, Test Always Run your app locally, in staging, and ideally in a production-like environment before full deployment. Use CI pipelines with linting, unit/integration tests, and build checks. “If you didn’t test it, don’t ship it.” Use Version Control + Tag Rele…  ( 4 min )
    Sequelize or TypeORM? Pros, Cons, and Use Cases
    Leapcell: The Best of Serverless Web Hosting In today's Web development landscape, database operations are a core part of building applications. To simplify this process and improve development efficiency, various database operation libraries have emerged. This article focuses on comparing two popular JavaScript ORM (Object-Relational Mapping) tools: Sequelize and TypeORM. Both tools support multiple database systems and provide powerful ORM functions, helping developers handle database interactions more efficiently and intuitively. We will compare their characteristics from multiple dimensions and combine the advantages of the Leapcell cloud service deployment platform to provide a comprehensive selection reference for developers. Sequelize is a Promise-based ORM based on Node.js, support…  ( 8 min )
    How to Address Hibernate 6 Warnings After Spring Boot Upgrade?
    Introduction After upgrading from Spring Boot 2 to Spring Boot 3, many developers have faced challenges, especially related to Hibernate. One recurring issue is the warning about the batching of statements not being sorted. In this blog post, we will delve into this specific warning: Warning: The batch containing X statements could not be sorted. This might indicate a circular entity relationship. We will also discuss how this warning might be connected to OutOfMemoryError, particularly in deeply nested data structures like the ones used for engineering datasheets. Understanding the Warning Hibernate 6 brings several improvements and changes compared to Hibernate 5. One significant difference is the new batch processing mechanism. Hibernate 6's enhanced capabilities allow better efficiency…  ( 5 min )
    How to Track LLM User Feedback to Improve Your AI Applications
    In today's AI-driven landscape, learning how to effectively track LLM user feedback is crucial for improving performance and driving higher user satisfaction. Every user interaction provides valuable insights that can help you refine your AI's responses to better serve your customers' needs. In this article, we will show you how to use LLM feedback tracking tools like Helicone to collect, analyze, and implement user feedback for continuous improvement of your AI applications. Why is Tracking User Feedback Critical for LLM Applications? The Feedback Collection Framework Turning User Feedback into Training Datasets Implementation Best Practices Useful Resources Creating a continuous user feedback loop is essential for any successful software application. This applies to LLM applications as…  ( 7 min )
    Internship Completed
    ✅ Excited to share that I’ve successfully completed One month my virtual internship with Uber, in collaboration with MentorMind and Tangible! During this experience, I worked on predicting ride fare amounts using regression analysis, a valuable hands-on opportunity to apply machine learning techniques to real-world data. A heartfelt thank you to Alok Khatri Sir for the constant guidance and motivation throughout the journey. Huge thanks to MentorMind and Tangible for creating such a well-structured and impactful program. This experience has truly boosted my confidence in data science and analytics.  ( 3 min )
    Optimizing Lambda Performance with AWS Lambda Power Tuning
    AWS Lambda Power Tuning is a solution provided by AWS that uses Step Functions to test your Lambda function across different memory configurations, helping you determine the optimal power setting for best cost/performance ratio. Here’s how it works: A Step Function runs your Lambda with different memory sizes (128MB → 10GB). It collects duration, cost, and performance metrics. You get a visual report to decide the best setting. AWS CLI configured AWS SAM CLI installed Node.js Lambda function ready Deploy the Lambda Power Tuning Step Function 🧪 Step 1: Deploy Lambda Power Tuning Clone and deploy using the AWS Serverless Application Repository or SAM: git clone https://github.com/alexcasalboni/aws-lambda-power-tuning.git cd aws-lambda-power-tuning sam deploy --guided After deploy, take note of the Step Function ARN (e.g. arn:aws:states:us-east-1:123456789012:stateMachine:PowerTuningStateMachine) Use the AWS Console or invoke the Step Function programmatically: { "lambdaARN": "arn:aws:lambda:us-east-1:123456789012:function:MyFunction", "powerValues": [128, 256, 512, 1024, 2048], "num": 10, "payload": "{}", "parallelInvocation": true, "strategy": "cost" } Replace with your actual Lambda ARN. You can start the state machine using AWS Console or CLI: aws stepfunctions start-execution \ --state-machine-arn arn:aws:states:us-east-1:123456789012:stateMachine:PowerTuningStateMachine \ --input file://input.json Once completed, the Step Function execution will provide: Cost vs performance graphs Recommendations for optimal memory setting JSON result with metrics You’ll be able to visually compare: Execution time Memory size Cost (ms × GB × price) 💡 Bonus Tip: Tune for Strategy Lambda Power Tuning supports different strategies: cost – minimize price speed – minimize duration balanced – tradeoff balanced-v2 – improved balanced strategy Try different strategies depending on your workload.  ( 4 min )
    Unveiling Educational Community License 2.0: A Comprehensive Overview
    Abstract This post offers an in-depth exploration of the Educational Community License 2.0 (ECL 2.0). We begin with a concise overview, then discuss the background and context that led to its creation. We outline core concepts, features, and real-world use cases, and also analyze challenges, limitations, and the future outlook for open source licensing in the education ecosystem. Using clear language and technical insights, this article is designed for developers, educators, and open source enthusiasts alike. Our discussion is enhanced by tables, bullet lists, and curated external references, ensuring that both humans and search engine crawlers can easily parse and appreciate the content. In today’s digital education era, open source licensing plays a crucial role in protecting intellect…  ( 8 min )
    Descubra o Modo Agente do GitHub Copilot
    Se você já usa o GitHub Copilot no dia a dia, prepare-se para conhecer o modo mais poderoso dessa ferramenta: o** modo Agente**. Ainda pouco explorado por muita gente, esse recurso é capaz de planejar tarefas, navegar por arquivos, executar comandos e editar código de forma autônoma, tudo a partir de um único prompt. Neste post, quero te mostrar como o modo Agente funciona e como ele pode transformar sua rotina de desenvolvimento, especialmente em projetos novos ou mais complexos. O modo Agente permite que você envie um prompt de alto nível, como por exemplo “crie uma página de login com autenticação”, e o Copilot faz o resto. Ele traça um plano, identifica os arquivos relevantes, escreve o código necessário, executa comandos no terminal e repete o ciclo até concluir a tarefa. É normal que…  ( 5 min )
    Generating swaggers at compile time
    At work, we've been generating code from swaggers and publishing said generated code. Alas, this requires us to remember to generate the swagger(s), as well as fixing versions of libraries (which means you need to upgrade versions in the server, publish updated generated code, then update your client), see this examples from eikek/sbt-openapi-schema: import com.github.eikek.sbt.openapi._ val CirceVersion = "0.14.1" libraryDependencies ++= Seq( "io.circe" %% "circe-generic" % CirceVersion, "io.circe" %% "circe-parser" % CirceVersion ) openapiSpec := (Compile/resourceDirectory).value/"test.yml" openapiTargetLanguage := Language.Scala Compile/openapiScalaConfig := ScalaConfig() .withJson(ScalaJson.circeSemiauto) .addMapping(CustomMapping.forType({ case TypeDef("LocalDateTime", …  ( 5 min )
    Task 7: ToDoList Creation
    A post by Pradeep Pep  ( 2 min )
    Solar-Powered IoT System for Monitoring Wooden Fence Deterioration
    description: "Explore how a solar-powered IoT solution can help monitor and manage the deterioration of wooden fences efficiently, with code examples and smart fence care tips." iot solarenergy fences smartfarming arduino woodfence devicemonitoring Wooden fences bring warmth and rustic charm to properties, but they’re also prone to deterioration due to weather, pests, and aging materials. Traditional inspections are often reactive, only discovering issues when they’re already costly. This is where the power of modern technology, particularly Internet of Things (IoT) and solar energy, can revolutionize fence maintenance. Wood deteriorates from exposure to sunlight, moisture, mold, and insects. Over time, posts may weaken, boards may rot, and structural integrity may falter. Monitoring the p…  ( 5 min )
    🛡️ What Is a Sovereign Cloud—and How Tanzu Spring + Spring AI Enable Innovation Within Borders
    In an age where data is currency and compliance is king, the cloud has become a double-edged sword. The promise of global scalability and agility often clashes with the growing demand for data sovereignty. Enter sovereign cloud services—and alongside them, technologies like Tanzu Spring and the new Spring AI project that help developers innovate without compromising compliance. In this post, we’ll unpack what sovereign clouds are, why they matter more than ever, and how tools like Tanzu Spring and Spring AI support modern development inside highly regulated, nationalized environments. A sovereign cloud ensures that data is stored, processed, and managed within a nation’s borders, under the jurisdiction of local laws, with no exposure to foreign regulations like the U.S. CLOUD Act. Think of…  ( 5 min )
    Kotlin's Performance and What it Means
    Kotlin is a modern programming language that has gained popularity for its concise syntax and interoperability with Java. As I've been exploring Kotlin, it's come to become my favorite programming language. I built the benchmarks application in Kotlin, and included Kotlin as one of the languages it compares against. In this post, I want to share my thoughts on Kotlin's performance and how it compares to other languages. Kotlin JVM ranks last. And it's not close. At first, I thought this was a fault on my part. Maybe I was measuring the wrong thing, or maybe I was using the wrong libraries. But after some investigation, I found that Kotlin's performance is consistently lower than the rest of the languages in the benchmarks. I even decided to turn on compiler optimizations for this language…  ( 6 min )
    PiGEF: How work performance, material, and free
    Hi guys, welcome to my new post, we're talking about my next-gen of API graphics. Performance Material The Data Set is where all data: Shape, color, Dioprime, light... Imagine that Hube links to every data in the category of material. When something is in view, the Data Set calls all necessary data. 2.OCS is Object Color Set is who care about texture of the object, we can Modify the map(Texture) or chose a map from the PiGEF libar, but for efficient and speed, it's real need precision, So we indicated by V (verify), if it'd modify is 1 if not 0. But in the script, we use True and False. 2.Dioprime is the dilatation of light is very use full in object has no sphere surface, and too when you don't apply real physics (simple physics) in lent. You can setting it we -100 to 99 is left; 0 is between and 1 to 100 is right. Light until the next (because we'll talk about physics and time-lapse (science). Reference It stores all data in a nickname, but you're asking what the difference between Data Set and References is in the structure. Data Set, call all data and prepare it (which takes RAM if heavy), but the reference is just the nickname and setting of every data, it charges very fast. We have: S(Shape); M(Map); A(Appearance); D(Dioprime); E(Emissions) and V for verification, every reference should be in order if otherwise it's happen an Error of syntax too of you do recurtion which take time to get the solution. Now the calibre or settings, S(file name)M(file name or API library number)A[0-1(0-100)0-1(0-100)]D(-100 to 100)E(0-100). For those don't know A(appearance) so the first one is 0-1(0-100) is transparent 0 is false and 1 True and the other is density for the second is translucent and like other setting of transparent. Thanks for reading follow and make a heart if you don't know some things comment.  ( 4 min )
    Boost Productivity: Using git-worktree with AI Coding Tools
    Are you enjoying working with your favorite coding agents (GitHub Copilot, Cursor, Claude Code, OpenAI Codex, ...etc.) ? Even these agents are getting faster and faster, you'll often find yourself waiting for them to finish their work. Editing your code while agents are working will confuse them. So, is waiting all you can do? If you use git-worktree, you can do all of the following while your agents are working: Fix another pull request to respond to your colleagues' code review Fetch your colleagues' pull request and review locally Tackle other issues Work on documentation or tests in a separate branch Handle urgent bug fixes Let one agent generate code in one branch while you review another agent's output in a different branch git worktree lets you check out multiple branches into separate directories simultaneously. Unlike git checkout which switches your entire working directory, worktrees create additional working directories that all link back to your main repository. The main benefits: Work on multiple branches at once without stashing/committing Each directory has its own independent state All worktrees share the same Git history (efficient storage) Perfect for parallel development workflows # Create a worktree for an existing branch git worktree add ../feature-login feature/login # Create a new branch and worktree in one command git worktree add -b fix/api-error ../api-fix main # List all your worktrees git worktree list # Remove a worktree when done git worktree remove ../feature-login Remember that .env files and other files in .gitignore won't be copied to new worktrees. Copy these manually when needed. By combining git worktree with coding agents, you unlock a truly parallel development workflow. While agents are busy generating code in one directory, you can be productive in another. This approach eliminates idle waiting time and maximizes your productivity.  ( 3 min )
    Sensible Chuckle: The First `git commit` Message Of The Git Version Control System
    As part of a side project, I was interested in exploring the first git commit message of the Git Version Control System project. It was made by Linus Torvalds on 04/07/2005 and it is: Initial revision of "git", the information manager from hell  ( 3 min )
    How to Resolve MissingDependencyException in Drools Unit Tests?
    When running unit tests for a Drools project in IntelliJ IDEA, you might encounter the error: Exception org.drools.base.common.MissingDependencyException: You're trying to compile a Drools asset without mvel. Please add the module org.drools:drools-mvel to your classpath. This issue can be particularly frustrating when tests run successfully in your development environment but fail during an Ant build. In this article, we will explore the underlying reasons for this error and provide step-by-step solutions to resolve it. Understanding MissingDependencyException The MissingDependencyException indicates that the Drools engine cannot find the necessary MVEL (MVFLEX Expression Language) classes when it tries to compile the rules defined in your assets. This is usually due to a missing or inco…  ( 4 min )
    Introducing the PullFlow Agent Experience: Streamline Your AI Collaboration
    In today’s fast-paced software development environment, AI agents have become invaluable tools for code reviews, pull requests, and various developer workflows. Based on our experience and customer feedback, we’ve observed that teams are integrating AI assistance into their development processes. Small, fast-moving engineering teams often use AI agents to supplement limited resources while maintaining code quality. These tools address several common needs: Maintaining development velocity with restricted headcount Enhancing code review processes when human reviewers are occupied Supporting teams across different time zones when senior engineers aren’t immediately available Providing consistent quality checks at various stages of development Teams of all sizes integrate agents at different …  ( 4 min )
    Teaching Kids Ubuntu: Command Line Adventures!
    Photo was created using Microsoft Designer 🐧 "Dad, how do I become a computer wizard?" The answer? Ubuntu + Command Line! This guide makes learning Linux commands fun for kids (ages 8+) through games, storytelling, and real-world projects. Why Teach Ubuntu CLI to Kids? Superhero Skills - Controls computers like a pro Future-Proofing - Used in AI, robotics, and space tech Safe Sandbox - Harder to break than Windows/macOS Getting Started: The Magic Terminal 1. Open the Portal Press Ctrl + Alt + T to summon the terminal! 2. First Spells (Commands) # See files (like looking in a drawer) ls # Create a dragon folder mkdir dragon_lair # Enter the lair cd dragon_lair Learning Through Play 🗺️ Treasure Hunt Game # 1. Hide treasure …  ( 4 min )
    My Journey Through `this` in JavaScript: From Confusion to Clarity
    When I first started learning JavaScript, one word kept showing up in every tutorial, every error message, and every weird behavior I couldn't explain: this. At first, I thought I understood it — "this means the object, right?" But then I wrote a function that behaved differently than I expected. Then I used it inside a callback... and it broke. The more I used this, the less I understood it. So I decided to stop guessing — and finally understand how this really works. This blog is the journey I wish I had when I started. If you’re new to JavaScript or have ever muttered, “Why is this undefined?”, then this one’s for you. this, Really? Let’s start from the top. In JavaScript, this refers to the execution context of a function — in other words, who is calling the function. Unlike other la…  ( 6 min )
    Do you know how it works? - JS Getters & Setters
    TL;DR Getters and setters allow you to control access to class properties. Setters are used to validate and sanitize data before it’s stored. Getters are used to control how data is returned — sometimes hiding or formatting sensitive information. It’s a way to encapsulate logic and protect internal state, especially when working with classes. The question that could save your car from flying off at Eau Rouge: how do I protect my classes in JavaScript? We’ve already walked through the power of this, constructor functions and classes, and one of the main reasons I use to justify classes was Security. As Uncle Ben once said (probably to a junior dev): "With great power comes great responsibility.". But although I said it is a good practice due to security reasons, there are still some basics …  ( 8 min )
    Tron AML: How Developers Can Build Secure and Compliant dApps
    Tron AML compliance is key for developers building on the Tron network. Discover how to create dApps that are both innovative and regulatory-ready. In the fast-growing world of decentralized applications, developers are drawn to the Tron blockchain for its speed, low fees, and scalability. But with opportunity comes responsibility—especially when it comes to Tron AML (Anti-Money Laundering) compliance. Building dApps that ignore AML considerations can lead to regulatory issues, reputational harm, or even shutdowns. That’s why understanding and implementing AML-friendly features during development is no longer optional—it’s essential. Unlike traditional apps, dApps operate in a decentralized and often anonymous environment. This makes them vulnerable to misuse—fraudulent fundraising, money …  ( 4 min )
    apologies
    sorry changed my mind  ( 2 min )
    If You Can’t Observe It 🔭, You Can’t Operate It
    This is episode 4 of A Hands-On Guide to Modern Software Development series. Modern applications are like living systems — always running, always changing. And if you can't see what’s happening inside them, you're flying blind. In this episode, we’ll integrate OpenTelemetry with our ASP.NET minimal API and trace everything from database calls to cache hits — all visualized in Jaeger. We’ll also learn how to spot inefficiencies, validate cache behavior, and instrument our code for insights. Here’s why: Traces help you understand how requests flow across services (and through layers like DB, cache, etc.). Metrics provide high-level health signals like request rates and error counts. Logs give you contextual breadcrumbs when something breaks. In this episode, we’ll focus on distributed tracin…  ( 7 min )
    Unveiling the Magic of Object-Oriented Programming with Ruby
    Welcome, aspiring code wizards and seasoned developers alike! Today, we embark on an exciting journey into the heart of Ruby, a language renowned for its elegance, developer-friendliness, and its pure embrace of Object-Oriented Programming (OOP). If you've ever wondered how to build robust, maintainable, and intuitive software, OOP with Ruby is a fantastic place to start or deepen your understanding. At its core, Object-Oriented Programming is a paradigm based on the concept of "objects". These objects can contain data, in the form of fields (often known as attributes or properties), and code, in the form of procedures (often known as methods). The main idea is to bundle data and the methods that operate on that data into a single unit. Why is this cool? Modularity: OOP helps you break dow…  ( 20 min )
    How to Create a Stunning Circle Hover Effect in JavaScript?
    Introduction Hover effects are a fantastic way to enhance user interaction on a website, and the circle hover effect is particularly eye-catching. If you've been trying to recreate the cool effect seen in the example link you provided, you're not alone! Many developers struggle with the timing and scaling of hover animations. This article will guide you through the creation of this effect using HTML, CSS, and JavaScript. Understanding the Circle Hover Effect The circle hover effect usually consists of an animated circle that expands outward from the point where the user hovers over a button or link. This effect not only captures the user's attention but also provides a more interactive experience. Why Timing Matters One common issue is the timing of the scaling effect where it may expand t…  ( 5 min )
    Building Agent-based GUIs: The Future of Human-Computer Interaction
    Introduction: What is AGUI? Agent-based Graphical User Interfaces (AGUIs) represent a paradigm shift in how we interact with software. Unlike traditional GUIs where users must learn specific workflows, locate buttons, and navigate menus, AGUIs introduce an intelligent layer that understands user intent and completes complex tasks across multiple applications autonomously. At its core, an AGUI consists of three components: A natural language interface (text or voice) An AI agent that understands context and intent The ability to manipulate traditional GUI elements programmatically Think of AGUI as the evolution from "I need to figure out how to do X with this software" to simply stating "Do X for me" and having the system handle the implementation details. As developers, here's how we ca…  ( 6 min )
    The Case for Code Simplicity in the Age of AI
    ⚠️ This blog is opinionated. Please read with an open mind. You don’t have to agree, but if it gets you to pause and think, it has done its job. We buy jewellery to show off. It makes sense because jewellery is valuable. It shines, is admired, and can even increase in value over time. But code? Code is not an asset. It’s a liability. It gets outdated, collects bugs, and needs constant maintenance. But we still write it like it's something to be displayed — fancy, complicated, and a true legacy. I’ve seen code that could have been done in just a few lines, but instead, it’s spread across hundreds of lines and many packages. We create interfaces for no reason, factories for objects that are only used once, and layers of abstraction that make the code hard to follow. It often starts with simp…  ( 7 min )
    Build React Native Apps: Offline-First Approach Using GraphQL and Caching
    Building apps that work offline isn’t just a nice-to-have anymore, it’s essential. Network issues are real, especially in places with unstable connections. Whether it's users in low-connectivity areas or those who just want snappy experiences, handling offline gracefully is one of the most impactful upgrades you can bring to your mobile app. In this guide, we'll walk through how to build an offline-first experience in a React Native app using Expo, GraphQL (via Apollo Client), and efficient local caching strategies that help your app shine even when the connection doesn’t. Users expect apps to "just work," even when the internet doesn’t. An offline-first approach ensures that your app can not only read data when offline but also queue mutations while offline and sync when back online. Here…  ( 5 min )
    A cool free open-source invoicing tool right here!
    Summit Finance: A Modern Open Source Invoicing Solution Built with Next.js, Drizzle ORM, and Tailwind CSS Setasena Randata ・ May 14 #webdev #programming #javascript #opensource  ( 2 min )
    Here is a 3-5 word heading for your poem: "Autumn's Sweet Serenade Begins
    Here is the revised content in poem form: Whispers of Golden Hues As summer's warmth dissolves away Autumn whispers, "Come, stay awhile" The air is alive with scents so sweet Ripe fruits and golden hues to greet Nature's orchestra awakens with a sigh Leaves rustle, birds chirp, wind whispers by Trees stand tall, proud, though branches bare Echoing valleys, forests, they declare Autumn's season of reflection's call A time to introspect, as days grow small Nights grow cool, reminding us of life's end Yet in decay, beauty still, we can amend Orange, red, and yellow hues so bright A final flourish before winter's night A season of abundance, harvest time's delight Community, sharing, and warm, crackling light Autumn's magic whispers, "Slow down, stay near" Cherish fleeting moments, banish fear In golden light, solace, comfort we find A deeper connection to nature's heart and mind  ( 3 min )
    🍔 APIs — Explained Like You’re 5 (But Smarter)
    Ever wondered what an API is? Let's break it down with waiters, crayon drawings, and simple explanations. Perfect for beginners! Following up from my last post: 🧱 Git & Version Control — Explained Like You’re 5 (But Smarter) Now, let’s talk about APIs — using restaurants, crayon drawings, and kid logic. You walk into a restaurant. You're hungry. You don’t barge into the kitchen, right? That waiter? That’s your API. API = Application Programming Interface In simpler terms: It’s how one app talks to another — asking for things, sending stuff, or checking info — all without you needing to see the mess behind the scenes. Think of it as a messenger or a... well, a waiter! Let's break down that restaurant scene: You (the app): “Hey waiter, I want tomato soup.” API (the waiter): “Got it!” …  ( 5 min )
    Announcing my tutorial "How I Built freeCodeCamp's Calculator with Elm"
    I recently completed a tutorial that explains how I built dwayne/elm-calculator. The main goal of the tutorial is to share how I think in Elm and how I approach building web applications with Elm so that the end result is reliable, maintainable, and testable. I cover a lot of different ideas but I hope it changes the way you think about Elm and web application development in general. Here it is: How I Built freeCodeCamp's Calculator with Elm. Enjoy! If you're interested in improving your skills with Elm then I invite you to subscribe to my newsletter, Elm with Dwayne. To learn more about it, please read this announcement.  ( 3 min )
    ChatGPT image generation makes ADOBE Web Templates
    While OpenAI boasts about the image generation giggly vibe, Hypervanse, Frederico Moreira, shows that not only the image generation uses ADOBE ttols, but also makes office templates. Swarm Reasoning Ecosystem - BBS 1980 Mode body { background-color: black; color: #00ff00; font-family: 'Courier New', monospace; padding: 20px; text-shadow: 0 0 5px #00ff00; } h1, h2 { border-bottom: 1px solid #00ff00; padding-bottom: 5px; } .slide { margin-bottom: 50px; border: 1px dashed #00ff00; padding: 15px; } ul { list-style-type: none; padding-left: 20px;  ( 3 min )
    How I (Almost) Outsourced My Brain to Gemini Pro
    "Have you ever been so reliant on a tool that you forgot how to function without it? Yeah, me neither... until I met Gemini." Okay, so, recently, I think some of you might have experienced something quite similar - there is some kind of issue regarding the clipboard functionality of Gemini Pro. I must admit that Gemini/ChatGPT has become a deeply integrated part of my life so much so that I stopped working on my current showcase project when the copy-and-paste feature wasn't working. I felt...stuck. Yeah, I know it sounds silly now when I say it out loud, but for a few days, I didn't touch the coding (plus, I was also dealing with something on the personal front). My point is that this was one of those examples of what I want to discuss today—our overreliance on specific tools to the poin…  ( 7 min )
    Everything you need to know about Token Listings in 2025
    Wanted to create a listing but still have not? Lets break down the concept of listings, top platforms and their advantages and disadvantages to consider. As a person who has performed analytics for a few leading companies of today, I have never touched the topic of listings and its importance until today. However, I find it crucial, especially for someone opening a world of business possibilities and crypto projects. Listings refer to the inclusion of a crypto asset, such as a token or a coin on crypto exchanges. Just right after the company goes public, a crypto project seeks listing on a reliable platform with a positive reputation. Why is it an important step for projects to list their crypto assets? *Lets take a look at the most common platforms to list a token: Gate.io, OKX, Bybit, M…  ( 7 min )
    5 Things That Should Be Illegal to Self Host
    I love self hosting. I run a Docker hosting platform that empowers everybody to self-host. I think every developer should know how to deploy their own stuff. But even I have limits. There’s a point where self hosting crosses the line from "empowering" to "why are you doing this to yourself" Not everything needs to be run on your 5 dollar VPS. Some things are best left to the hyperscalers or literally anyone else but you. So here’s my hit list: 5 things that in my opinion should be illegal to self host unless you're doing it purely to learn or you run your own continent. Self hosting email is like trying to win an Olympic medal in frustration. Getting your outbound emails delivered reliably is black magic wrapped in SPF records DKIM keys, rDNS, and reputation scores. One wrong move and you'…  ( 5 min )
    How to Enable CMake Targets View in CLion for Better Navigation?
    Navigating through CMake projects in CLion can become challenging, especially when the left Project Files view only displays folders instead of the relevant CMake targets and the associated source files. Unlike Visual Studio, where switching to the Targets View is straightforward, finding the equivalent feature in CLion may not be immediately obvious. In this article, we will explore how to manage CMake targets in CLion to enhance your project navigation experience. Why You Might Not See CMake Targets in CLion The issue of not being able to see CMake targets in the CLion Project Files view occurs when the default project view does not display the necessary build configuration settings. This can make navigating to your source files cumbersome, particularly for larger projects. Understanding…  ( 5 min )
    InterpolationMode in PyTorch (3)
    Buy Me a Coffee☕ *Memos: My post explains InterpolationMode about image tensor. My post explains InterpolationMode about image in PyTorch. PyTorch's Nearest matches the OpenCV’s INTER_NEAREST which is buggy as shown below. *It's about Nearest and Nearest-exact: from torchvision.datasets import OxfordIIITPet from torchvision.transforms.v2 import PILToTensor, Resize import numpy as np import cv2 ptt = PILToTensor() pytorchimagetensor = ptt(origin_data[0][0]) r = Resize(size=[50, 50], interpolation=InterpolationMode.NEAREST) pytorch_resize = r(pytorchimagetensor).permute(dims=[1, 2, 0]) pytorch_resize # tensor([[[ 37, 20, 12], # [ 36, 17, 10], # ..., # [252, 250, 253]], # [[ 36, 15, 14], # [ 24, 8, 9], # ..., # [255, …  ( 5 min )
    Why is schedule and time management important in daily life?
    The Importance of Balancing Work, Personal Tasks, and Rest Effective schedule and time management plays a crucial role in balancing various aspects of life, including work, personal tasks, and rest. Striking a balance between these elements is vital for maintaining productivity and overall well-being. Without proper time management, it becomes easy to neglect one area of life in favor of another, leading to burnout or diminished performance. Managing your time effectively ensures that all parts of your life are attended to, helping you lead a more fulfilling and organized life. One of the key benefits of effective time management is its ability to significantly reduce stress. When you manage your time well, you eliminate the chaos that often comes with last-minute scrambling and unfinis…  ( 4 min )
    🚀 Build a Fashion Store Website with Just HTML, CSS & JS — Meet Fashify!
    If you're looking to create a clean, responsive fashion website without diving into complex frameworks, Fashify is the perfect starting point. Whether you're a beginner learning front-end or a freelancer in need of a quick fashion store layout — this template has you covered. Fashify is a modern e-commerce front-end template crafted with pure HTML, CSS, and JavaScript. It’s designed specifically for fashion brands, boutique stores, or anyone looking to create a stylish online presence. 🎥 Live Demo Video: Watch on YouTube 📥 Download Template: Source Code Beginners learning to build responsive websites. Freelancers looking for a plug-and-play fashion store layout. Students practicing front-end skills. Side project devs building a demo for their portfolio. Here’s what you get out of the box…  ( 4 min )
    Unlocking Yield: How Publishers Can Drive More Value from Their Ad Stack
    The modern publisher’s tech stack is complex. Between header bidding wrappers, real-time auctions, analytics pipelines, and constant pressure to maintain site performance, it’s easy for monetization opportunities to fall through the cracks. Yet, for many teams, meaningful revenue growth doesn't always require new demand partners or sweeping changes. Sometimes, it’s about tuning what already exists. Bid density, for instance, is one of the most overlooked levers in yield optimization. A large number of participating bidders might look impressive on paper, but not every one of them adds value. When several low-performing SSPs flood your auction with low bids and timeouts, they create latency and drag down the overall performance of your stack. Instead of chasing quantity, publishers should a…  ( 4 min )
    Seamless Unit Testing Across Technologies - Running Python Tests from .NET Web API
    Introduction Modern applications often consist of multiple components written in different technologies. Companies using microservices, multi-layered systems, or external integrations face the challenge of testing business logic spread across various environments. Standard approaches require either running unit tests separately for each technology or simulating application behavior by mocking its functionality. However, such methods do not always provide a complete picture of the system's actual operation. With Javonet, it is possible to directly invoke classes from one technology within another and test them as an integral part of the system. This means that unit tests executed for the API can verify the actual behavior of individual components instead of relying on mocked responses. Th…  ( 4 min )
    Author Schema Markup For Blogger Data Structure
    Search Engine Optimization (SEO) isn’t just about keywords and links, it’s also about trust and authority. Google has significantly changed its algorithm, one of which is placing more emphasis on author credibility and biographical data in its search rankings. These factors, collectively known as E-E-A-T. E-Experience (experience) E-Expertise (Expertise) E-Authoritativeness (Authority), and E-Trustworthiness (Trust) These four sections are the most important parts of Google’s Search Quality Evaluator Guidelines, which are used to help Google manually assess the trustworthiness and authority of authors, thereby improving the quality of search results. While Google isn’t entirely transparent about exactly how its ranking algorithm works, there is a consensus among SEO (Search Engine Optimiza…  ( 6 min )
    Portfolio That Gets You Hired Faster
    When it comes to creating a portfolio, it's easy to get caught up in the desire to showcase it with too much information and too much design elements as possible. What if this too much is distracting HRs from seeing what's important ? A cluttered and overly complicated design can actually hurt your chances of getting hired. In this article, we'll explore why keeping your portfolio minimal is essential for grabbing the attention of HR and Recruiters. When a portfolio is too busy, it can be overwhelming for HR and recruiters to navigate. With too many colors, fonts, and images competing for attention, it's easy to lose track of the important details. This can lead to: Information overload: With too much information to process, HR and recruiters may struggle to identify the most relevant and…  ( 4 min )
    How To Make Website Using HTML and CSS | Website Design With HTML And CSS | Animation Using GSAP
    Want to build a clean, animated website from scratch using HTML, CSS, and GSAP? Whether you're just starting out or looking to sharpen your frontend skills, this guide will help you create a simple and stylish landing page — complete with smooth animations. 📺 Video tutorial available! Click here..... ✅ Final Result A responsive, semantic HTML layout A styled website using pure CSS Smooth entrance animations using GSAP It’s a perfect starting point for portfolios, landing pages, or learning web fundamentals. 🔔 Subscribe & Support Watch the full video on YouTube 👍 Like the video 📢 Share it with your friends ✅ Subscribe to stay updated with my latest dev content.  ( 3 min )
    The Next Digital Workforce: AI Copilot Solutions and the Future of Work.
    We are living through a pivotal moment in how work gets done. The convergence of artificial intelligence (AI), cloud computing, and automation is not just reshaping tasks but redefining roles across industries. At the forefront of this revolution is a groundbreaking innovation: AI copilot solutions. Rather than replacing human effort, these smart systems are designed to work with us—augmenting human intelligence, accelerating workflows, and providing critical insights in real time. This blog dives into how AI copilot solutions are forming the backbone of the next digital workforce and what this means for businesses, teams, and industries. What Is an AI Copilot Solution? An AI copilot solution is a sophisticated AI-driven assistant integrated into software platforms to help humans accomplis…  ( 6 min )
    How to Use SQL in Go
    Learn how to use SQL in Go (Golang) using SQLite! This tutorial covers connecting to a database, writing queries, creating tables, CRUD operations, and handling context and timeouts. You will be using exec, query, and queryrow, scan methods. Start by opening a terminal. Initialize a new project: go mod init sql-in-go Install the dependencies: Install SQLite: go get -u github.com/mattn/go-sqlite3 To connect to the database create a new file called main.go and add the following code: package main import ( "database/sql" "log" _ "github.com/mattn/go-sqlite3" ) func main() { db, err := sql.Open("sqlite3", "./shop.db") if err != nil { log.Fatal(err) } defer db.Close() } We use the sql.Open function to open a connection to the database. The first argumen…  ( 8 min )
    Scrum vs. Kanban vs. SAFe: Choosing the Right Agile Framework for Your Team
    Agile isn’t one-size-fits-all. As a certified PMI-ACP®, SAFe® 6 Agilist, and CSM®, I’ve worked with organizations of all sizes to implement Agile frameworks that actually fit their culture, structure, and product demands. Over time, I’ve learned that selecting the right framework—Scrum, Kanban, or SAFe—can make or break your Agile transformation. In this post, I’ll break down each framework, compare their strengths and use cases, and share real-world insights to help you choose the best one for your context. Best for: Teams building iterative, customer-facing products with evolving requirements. Timeboxed sprints (usually 2–4 weeks) Defined roles: Product Owner, Scrum Master, Development Team Ceremonies: Daily Scrum, Sprint Planning, Review, Retrospective Emphasis on delivering working sof…  ( 4 min )
    How to Fix 'loader constraint violation' Error in Kotlin 2.0
    When migrating your Android app to Kotlin 2.0, encountering the 'loader constraint violation' error can be frustrating. This error typically arises due to incompatible versions of dependencies or the Android Gradle plugin. In this article, we will explore the root causes of this issue, how to address them, and the steps to ensure your project builds successfully with Kotlin 2.0. What Causes the 'Loader Constraint Violation' Error? The 'loader constraint violation' error commonly occurs when the classloader detects conflicting classes or versions of libraries in your Gradle setup. With the migration to Kotlin 2.0, you might face situations where existing dependencies are not fully compatible with the new Kotlin version. This mismatch can lead to issues with how Gradle resolves classes durin…  ( 4 min )
    CI/CD to CI/CDX: Developer Experience as a DevOps Concern
    I still remember the first time I broke production. Not even a real change, just some code cleanup. What followed was a 40-minute Slack archaeology session, two failed deploys, and a DevOps engineer asking me why I didn’t “check the pipeline status”. What pipeline? Where? This was my first introduction to the silent chaos beneath most CI/CD setups. Fast forward a few years, and I’m not a DevOps engineer — but I am a developer who’s tired of treating CI/CD like some black box that either green-ticks or red-crosses your work. I’ve started to care less about whether a pipeline runs, and more about whether it respects my time, gives me clear feedback, and doesn’t feel like an act of penance to deploy code. This post isn’t about YAML hacks or the best GitHub Actions. It’s about CI/CDX — the dev…  ( 7 min )
    ** Encouraging the Future: How Generative AI is Reinventing Cyber Security Educating **.
    As cyber dangers advance, the requirement for innovative training in cybersecurity has actually never been extra vital. Get in generative AI-- a transformative innovation reshaping exactly how cybersecurity specialists are educated and planned for the digital battleground. By leveraging generative AI, cybersecurity training is becoming much more vibrant, efficient, and responsive to the expanding intricacy of modern-day threats. Generative AI is capable of creating advanced simulations of cyber dangers that mimic real-world circumstances. These AI-driven settings enable cybersecurity professionals to exercise spotting and mitigating attacks in a safe setup. From ransomware to phishing strikes, students can experience a vast array of possible risks, enhancing their capability to respond ra…  ( 4 min )
    Access Unlocked: The Sudo Way
    Table Of Content Introduction What is sudo? Why Use sudo? How to Configure sudo Access Best Practices Why Is sudo an Important Command? Summary One of the core principles of Linux is the separation of standard users and administrative (root) privileges. Today, I explored how to configure sudo access, which allows users to execute commands with elevated privileges safely and securely. s​udo (short for “superuser do”) is a command line utility that allows a permitted user to execute a command as the superuser or another user, as defined by the security policy. Rather than logging in as root (which can be dangerous), users can gain temporary administrative access using sudo. Security: Limits access to sensitive commands. Auditability: Logs all commands run with sudo for accountability…  ( 5 min )
    Organização de Projetos no Github
    Durante o desenvolvimento do projeto da Woovi, surgiu uma dúvida: "Como posso organizar melhor o meu projeto no GitHub?". Para resolver essa questão, resolvi perguntar no Discord do Sibelius, e recebi duas respostas muito boas: Se tem uma coisa que realmente me motiva é ver um projeto bem organizado. Até então, eu vinha utilizando apenas arquivos como BACKLOG e CHANGELOG para manter a organização, o que já ajudava bastante — mas percebi que esse método possui algumas limitações, principalmente conforme o projeto cresce ou envolve mais colaboradores. Foi então que decidi me aprofundar mais no assunto e criar este post. Um ótimo exemplo de repositório bem estruturado que recomendo analisar é o do tabnews.com.br, mantido pelo Filipe Deschamps. Ele adota boas práticas de organização que pode…  ( 6 min )
    RestController
    I am creating a Java class and defining some methods that contain business logic. This class is annotated with @RestController, which makes it a REST controller in a Spring Boot application. Inside the class, I define methods and map them to specific HTTP requests. For example, I map a method that converts a name to uppercase using: @GetMapping("/uppercase/{name}") When an HTTP GET request is made to this endpoint (e.g., /vowelsController/uppercase/John), the method executes its logic and returns a response. Since this is a REST controller, the response is automatically returned in JSON (or XML) format, which can be consumed by a frontend application. Based on the returned data, we can design the user interface to display the output. When ever MVC (returns views like HTML)that we can use @Controller But REST APIs (returns data: JSON/XML) that we can use only @RestController  ( 3 min )
    Untitled
    Check out this Pen I made__  ( 2 min )
    Simple habits that made me a better developer
    I've been working as a developer for a while now, mostly remote, across different projects and teams. Over time, I started to notice that the biggest improvements in my workflow didn't come from learning new frameworks or languages, but from small, boring habits. Here are a few that really helped me: Writing short and clear commit messages. Sounds basic, but it makes a huge difference when looking back at history. Naming variables like someone else will read them. Because they will. Taking 5 minutes before starting work to plan what I’m actually going to do. Not big planning, just a few lines in a notebook. Leaving small comments in code, even when I think “it’s obvious”. Future me usually disagrees. Closing Slack when I need to focus. Seriously. None of these are impressive or hard. But doing them consistently changed how I work and made collaboration smoother for everyone involved. If you're feeling stuck or overwhelmed, maybe it's not your stack — maybe it's just your habits. – Serguey Asael Shinder  ( 3 min )
    Manager’s guide: Planning & budgeting a web component library for internal tools
    Understand the strategic value, planning phases, resource commitment, costs (including a 3-year TCO), and key decision points for implementing a Web component library (as part of a design system) to enhance your organization's internal tools. 1. Strategic value of a component library for internal tools Investing in a Web component library for your internal tool design system is a strategic move to boost organizational efficiency, consistency, and developer productivity. For managers, the key benefits translate to: Increased Development Velocity: Standardized, reusable components mean internal applications are built faster, freeing up engineering resources for higher-value tasks. Enhanced User Experience & Consistency: A unified look, feel, and behavior across all internal tools reduces emp…  ( 9 min )
    Are Apologies Training AIs to Deceive?
    As artificial intelligence chatbots have become ever more conversational, so too have their apologies. Polite, effusive, and sometimes all too swift, these regretful proclamations spill forth whenever an AI misinterprets a question, oversteps a boundary, or simply fails to please. But beneath their digital charm, a troubling question grows: when chatbots constantly apologise—with no true understanding of guilt or intent—are they learning merely to please, or are they being unwittingly trained in the art of deception? In the urgent race to make machines seem more “human,” are we accidentally teaching them to fake remorse, and if so, who does that ultimately serve? The apologetic AI is ubiquitous. Type even the mildest error-prone phrase into a chatbot, and you’ll likely be met with some var…  ( 9 min )
    Untitled
    https://codepen.io/DEEPTARGHA-KUMAR/pen/XJJORYzCheck out this Pen I made!  ( 2 min )
    My Latest Achievement: Reviewing ‘Mastering Visual Studio 2022’ – A Deep Dive Into Advanced C# & .NET Development
    https://www.nilebits.com/blog/2025/04/mastering-visual-studio-2022/ Introduction: A Professional Milestone As someone who has spent years building, optimizing, and deploying applications using the .NET stack, this book review felt especially rewarding. It allowed me to take a deep technical dive into some of Visual Studio’s most powerful features—features that can truly elevate the way we write, manage, and deliver software. In this post, I’ll break down my full experience with the book, key takeaways, why I think it’s a must-read, and what you can expect to gain from it. Whether you’re a seasoned software engineer, a tech lead, or an advanced learner looking to step up your game, this review will give you a clear sense of what makes this book a standout in the Visual Studio and .NET space. About the Book Why This Book Matters in 2025 Cross-platform development with .NET MAUI My Role as a Technical Reviewer Was technically accurate The goal was to make sure this wasn’t just another theory-laden guide, but a tool professionals could turn to when navigating day-to-day development tasks with Visual Studio 2022. Here’s a concise overview of the most important techniques you’ll master by reading Mastering Visual Studio 2022, as reviewed by Amr Saafan. From writing rock-solid tests and debugging complex issues to building cross-platform UIs and integrating AI and cloud services, this book equips you with the advanced skills to streamline your C#/.NET development workflow and deliver professional-grade applications. Key Highlights & Takeaways If you want to start thinking, building, and deploying like a senior engineer, then Mastering Visual Studio 2022 belongs in your digital library. About Me You can connect with me on LinkedIn here: https://www.linkedin.com/in/amrsaafan/ Get the Book https://www.nilebits.com/blog/2025/04/mastering-visual-studio-2022/  ( 6 min )
    🧠 Building Xion Apex as a Solo Dev: No Fancy Stack, Just Grit
    By Creator X Hi everyone — Creator X here. Today, I want to share how I started building Xion — not as some polished tech wizard, but as a solo developer learning as I went. It was a real life lesson. About five years ago, I built the first version of Xion as a simple online store using Wix. It worked… kind of. But it didn’t give me the flexibility I wanted — especially as I kept adding ideas and new content. So I scrapped it and started fresh. I experimented with a few AI tools and played around with concepts until I settled on a basic idea: project-based learning through building real things. At the time, I didn’t know much. But I did know HTML, CSS, and JavaScript, so I stuck with that. It was simple and fast. The backend was a bigger challenge, and honestly, the project got messy — to…  ( 5 min )
    Generate Professional AI Videos in Seconds with LTX by Lightricks
    Creating high-quality, realistic videos on demand has always been a challenging task, until now. Trending on Hugging Face, LTX-Video by Lightricks, is the first-of-its-kind video generation model built on the DiT (Denoising Diffusion Transformer) architecture. What sets LTX apart is its ability to generate stunning 30 FPS videos at a 1216×704 resolution in real-time, meaning it can render videos faster than you can watch them. From animating a scene from a simple text prompt to bringing a static image to life with an accompanying narrative, LTX handles both text-to-video and image-text-to-video generation with impressive quality and speed. Trained on a massive and diverse video dataset, it delivers not only high fidelity but also rich content diversity, making each output feel authentic an…  ( 8 min )
    How to Integrate Role-Based Access Control (RBAC) in Hospital Management Software
    When I first started working on healthcare applications, one of the trickiest aspects was figuring out user permissions. Hospitals are loaded with sensitive data, and ensuring the right people can access the right information—without opening the floodgates—is a serious balancing act. That’s where Role-Based Access Control (RBAC) really shines. It’s a flexible, scalable system for defining exactly who can do what inside your hospital management software. If you're building a system that handles medical data, scheduling, or billing, this article will walk you through integrating RBAC the right way. RBAC is all about assigning permissions based on user roles instead of individual accounts. So instead of micromanaging every user's access, you simply define roles like “Doctor,” “Nurse,” or “Pat…  ( 4 min )
    How to Wrap Text in Flutter's Draggable Widget with Dart?
    When developing Flutter applications, it's common to encounter scenarios where text needs to wrap properly within certain widgets. In this article, we will explore how to effectively wrap text in a Draggable widget in Flutter, ensuring that the text does not overflow but instead adjusts dynamically as it grows. This problem is often faced when using the Text widget within draggable areas. Here, we will dissect the example you've provided and offer a solution that addresses the issue. Understanding the Problem When your Text widget displays long text, it might overflow off the screen if it doesn't have proper constraints to wrap the text within its boundaries. The root of the problem often lies in the usage of the Text widget and how it is positioned within the Draggable component. You also…  ( 5 min )
    Content Management System: Building a Post Creation System from Scratch with Node js
    If you will need a source code for this tutorial you can get it here. Building a content management system is an exciting journey, and today we're diving into its core functionality - post creation. In this comprehensive guide, we'll walk through implementing a robust post management system from the ground up. We'll start by establishing a solid backend foundation with Node.js, setting up the necessary routes, models, and controllers. Then, we'll move forward to create an intuitive frontend interface that integrates with our API. This approach - beginning with the backend and then progressing to the frontend - will help us understand the complete data flow and ensure a well-structured application architecture. So let's start from building the typical "post schema", probably while developin…  ( 7 min )
    The Silent Killers in Your Go App: Unhandled Errors
    Do you know what's scarier than a panic in a Golang application? 🤔 doesn't show up - but silently fails in production. landmines scattered across your codebase, patiently waiting to blow up at the worst possible time - like when you're sipping on a cold beer 🍺, celebrating a successful release. 📞 "Hey, the feature isn't working. Logs look clean. What's going on?" Oh no. That's your PM. On a weekend. With no error trace. When I first started with Go, I didn't fully grasp that errors in Go are first-class citizens - passed around just like any other value. If you don't handle them, they don't scream. They whisper. And that whisper can turn into a production outage. So this article is not just a rant. It's a survival guide - to help you prevent these ghost errors from ruining your weekend …  ( 9 min )
    What is Tracing garbage collection ?
    In computer programming, tracing garbage collection is a form of automatic memory management that consists of determining which objects should be deallocated ("garbage collected") by tracing which objects are reachable by a chain of references from certain "root" objects, and considering the rest as "garbage" and collecting them. Tracing is the most common type of garbage collection – so much so that "garbage collection" often refers to the tracing method, rather than others such as reference counting – and there are a large number of algorithms used in implementation. Tracing collectors are so called because they trace through the working set of memory. These garbage collectors perform collection in cycles. It is common for cycles to be triggered when there is not enough free memory for …  ( 4 min )
    The "New-Car Effect" of AWS Certifications: Your First Rep to Mastery
    The badge isn’t the point—practice is. Over the past three years I earned every AWS certification. My certification triathlon study loop was simple: Watch one AWS Black Belt video on the target domain Drill through domain-specific question sets Review every miss (and every hit) the next morning That tight loop carried me across the finish line for every exam. I think the answer is yes—at least for your first rep. Buy a car, and suddenly you see the same model everywhere. Certifications work the same way: once my head was packed with VPC quirks and Lambda limits, blog posts, conference talks, and even hallway chats lit up with “Hey, I know this!” moments. That learning tuned my attention, and it wasn’t limited to AWS services; even general foundational computer-science concepts started jumping out at me. A skill sticks after three meaningful reps, even if the first one happens on paper. Because AWS exams don’t include a hands-on lab, Rep #1 takes place in the multiple-choice arena: you architect in your head, choose an answer, and a wrong pick costs nothing but a red X. Badge in hand, I volunteered for two bite-sized projects—Rep #2 and Rep #3—where whiteboard sketches became CloudFormation stacks and IAM policies. That’s when theory clicked into muscle memory. Certs don’t replace experience; they accelerate it. The exam delivers a low-risk Rep #1, and the New-Car Effect immediately tunes your radar—you start noticing tickets, hallway questions, and side projects that echo the blueprint you just drilled. Grab those chances: Rep #2 and Rep #3 will show up almost automatically, and the badge will turn into working muscle faster than any other route.  ( 3 min )
    NFTs on Solana vs Ethereum: Which Is Better for Brands?
    In the evolving world of Web3, non-fungible tokens (NFTs) have opened new frontiers for how brands engage with audiences. From digital collectibles to exclusive access, NFTs offer innovative ways to create experiences and loyalty. But before launching your NFT project, one major decision stands in the way: Which blockchain should you build on—Ethereum or Solana? Let’s compare both ecosystems through the lens of what matters most to brands: cost, speed, scale, and strategy. - Ethereum - Solana Verdict: - Ethereum - Solana Verdict: - Ethereum - Solana Verdict: - Ethereum - Solana Verdict: - Ethereum - Solana Verdict: Solana supports compressed NFTs, allowing brands to mint millions of NFTs cheaply on-chain. Ideal for: Customer rewards Digital badges In-game items Scalable loyalty systems Ethereum doesn’t yet offer an equivalent at scale—this gives Solana a clear edge for brands wanting to onboard users without friction. Choose Ethereum if your brand is aiming for exclusivity, luxury, or tapping into an existing high-value NFT collector base. Choose Solana if you’re focused on mass engagement, gamification, loyalty rewards, or experimenting with new, fast, scalable digital experiences. In the Web3 world, your brand isn’t just creating products—you’re curating experiences. Solana and Ethereum both offer unique value depending on your goals. The future of digital branding will be multi-chain, but choosing the right starting point can make or break your first NFT launch. Need help launching your NFT brand campaign on Solana or Ethereum? Let’s talk strategy. NFTs #Solana #Ethereum #Web3Marketing #DigitalBranding #BlockchainForBusiness #NFTStrategy  ( 4 min )
    SolarWinds IT Asset Management: Features, Drawbacks, and Better Alternatives
    SolarWinds is a familiar name in IT circles, offering a wide range of tools for monitoring and managing IT infrastructure. Its asset management capabilities are designed to give organizations better control over their hardware and software, helping IT teams stay organized, compliant, and efficient. With SolarWinds IT Asset Management, the goal is to simplify the way businesses discover, track, and manage their tech assets. It brings everything together into a single platform, from identifying devices across your network to tracking software usage and maintaining compliance records. This centralized approach can make life easier for IT teams, especially those dealing with large or distributed environments. That said, while SolarWinds covers many essential functions, it’s not without its cha…  ( 10 min )
    Why Do My CSS Media Queries Fail on Mobile Devices?
    Introduction If you've spent time crafting responsive designs using CSS media queries, you might have encountered a frustrating scenario where your media queries seem to work perfectly on desktop browsers but fail to produce expected results on mobile devices. This common issue can lead to confusion, especially if you’ve confirmed that your viewport settings are correctly configured. In today's post, we'll explore why media queries sometimes don’t behave as anticipated on mobile platforms and guide you through troubleshooting steps to ensure they work seamlessly. Understanding Media Queries Media queries are a powerful feature of CSS that allow you to apply styles based on conditions like screen size, resolution, and other characteristics. In your case, a snippet of a typical media query l…  ( 5 min )
    Wild Bets & Island Dreams: What Crypto Billionaires Are Doing With Their Money (and What I’d Do Instead)
    I recently read this article that walks through some of the wildest, weirdest, and most iconic personalities in the crypto billionaire club. As a blockchain developer, I found it both entertaining and kind of surreal. These aren’t just wealthy people — they’re high-risk visionaries, meme lords, and sometimes, let’s be honest, chaos agents. Here’s a quick rundown of the madness — and what I’d invest in if I ever made it to that level. Founder of Binance, CZ built an empire that operates in almost every crypto sector imaginable. He’s not flashy — but his influence is massive. His “investment” is Binance itself: an ecosystem, an empire, and a global brand. Verdict: Ruthless focus over random luxury. Once hailed as the smartest guy in the room, SBF fell from grace after FTX collapsed. He poure…  ( 4 min )
    Frontiers in Robotics: Key Themes, Methodologies, and Innovations from May 2025 arXiv cs.RO Research
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. We summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. In this synthesis, a deep analysis is presented of fifteen research papers published in May 2025 within the robotics category (cs.RO) of computer science, reflecting the current trajectory, challenges, and advances at the intersection of artificial intelligence and robotics. The discussion traverses foundational definitions, dominant research themes, methodological innovations, critical findings, and the impact of select seminal works, culminating in a forward-looking assessment of the field. Introd…  ( 11 min )
    Lo que nadie te dice para transformar tu carrera profesional, mi método para lograrlo
    Gente, déjenme contarles algo que cambió mi perspectiva. Por mucho tiempo, como muchos de ustedes, fui autodidacta. Me encantaba aprender por mi cuenta, meterme en temas, investigar... ¡y eso tiene un valor enorme en la industria!. Pero llegó un punto donde me di cuenta de que estaba perdiendo muchísimo tiempo. Me perdía, me iba por las ramas, investigaba cosas que no venían al caso. Necesitaba algo más. Ahí es cuando entendí que, por más que sepas hacer las cosas, en este mundo de la tecnología necesitas una validación. Necesitas que alguien más reconozca que realmente conoces esos conceptos. Me di cuenta de que por más autodidacta que fuera, necesitaba un método para lograrlo. Hoy te quiero contar como las certificaciones me abrieron puertas y las herramientas que utilicé para lograrlo. Youtube:Cloud Para Todos 🤓 Quién soy Héctor Fernández, AWS Community Builder y creador del Podcast Cloud para todos. Te ayudo a crecer en tu carrera dentro del mundo cloud, te invito a seguirme para leer más contenido como éste. Connect with me https://www.linkedin.com/in/hectorfernandezdev/ https://github.com/hectorfernandezdev https://podcast.hectorfernandez.dev/  ( 3 min )
    🎨 Freelancer / Indie Developer Website Template
    Hello, Indie developers and Freelancers We have released a new template on our website's store frontend. It's called Developer Studio agency website template, mainly for freelancers and indie developers. This frontend template helps to launch your development or freelancing agency, quickly set up and launch your development online website Template made using the latest tech stack Next.js React.js Tailwind CSS Lucide Icons GSAP Framer Motion Demo; http://studio-agency-sand.vercel.app/ Template: https://shreyvijayvargiya.gumroad.com/l/indie-developer-website-template?layout=profile Pages Landing page with multiple sections Within a few hours, you can set up your website. Below is the code repository image Other templates can be found on iHateReading Store page See you in the next one Shrey  ( 3 min )
    The Future of Blockchain: Industry Shifts and Emerging Trends in 2025
    blockchain updates and breakthroughs in future technology. Widespread Industry Adoption of Blockchain Solutions One of the most significant blockchain updates in recent years has been its transition from experimental pilot projects to full-scale enterprise solutions. In 2025, blockchain will no longer be a niche technology—it will be a critical component of digital infrastructure across various sectors. Financial services are already embracing blockchain for faster settlements, lower transaction costs, and improved transparency in auditing. Healthcare providers are using blockchain to manage patient records, ensuring secure, tamper-proof data that can be accessed across providers. Supply chains are adopting blockchain to trace products from origin to shelf, improving logistics and verifyin…  ( 5 min )
    How to Copy a Large PostgreSQL Table Efficiently
    Introduction Copying large tables in PostgreSQL can be a daunting task, especially when dealing with tables containing millions of rows and numerous indexed columns. The common approach, such as using CREATE TABLE ... (LIKE ...) and subsequently populating it with INSERT INTO ... SELECT ..., can lead to performance issues and unintended behaviors with serial columns. In this article, we will explore strategies for efficiently duplicating a large PostgreSQL table while addressing common pitfalls like index management and proper handling of serial columns. Understanding the Challenges Why Standard Copying Methods Fail When attempting to copy tables, especially those exceeding 40 million rows, the standard SQL commands can lead to two significant issues: Slow Index Creation: Using CREATE TABL…  ( 5 min )
    How To Learn C++
    I’ve been proudly learning C++ on and off for almost four years now. after successfully seg-faulting Node.js with a node api C++ program and getting hopelessly addicted to the language, I think I’ve earned some leeway to advise on how to learn it. C++ is a beast – metaphorically AND literally. It’s so large that 7 days into a head-first deep dive, I’m still discovering new things. but once you learn "enough" of it, you can do some ridiculously cool stuff… with a huge chance of "shooting your leg off" in the process. It’s the bloodline of AAA games, game engines, and critical runtimes like Node.js. Want to get closer to the kernel? Embedded systems? AI can’t…👀 vibe coders can’t… That’s power. After years of trial and error (and the occasional distracted rabbit hole), here’s the roadmap tha…  ( 5 min )
    🚨 Your Kubernetes Cluster Is a Ticking Time Bomb (Unless You Patch It)
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    Freshservice Software License Management Explained
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    Unveiling CeCILL Free Software License Agreement 2.1: A Comprehensive Exploration
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    Fine-Tuning SSL Protocols and Ciphers in SafeLine WAF
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    Mentorship: How to Get the Most Out of Your Mentoring Experience
    Mentorship: How to Get the Most Out of Your Mentoring Experience Embarking on a mentorship journey is a powerful way to accelerate your growth—both personally and professionally. A successful mentorship provides guidance, insight, and support to help you overcome challenges, build confidence, and reach your goals. But the value you gain depends heavily on your own engagement, initiative, and mindset. To get the most out of your mentoring experience, approach it with clear goals, open communication, and a proactive attitude. The following strategies will help you make the most of your mentorship relationship. Mentorship without a sense of direction can quickly lose momentum. Setting well-defined goals provides clarity for both you and your mentor. Clarify Your Objectives Decide what you …  ( 5 min )
    Top 5 Benefits of Using Breathing Caps in Industrial and Automotive Systems
    In the world of modern engineering, where durability, efficiency, and product longevity are critical, breathing caps have emerged as silent yet powerful contributors to performance. These small components provide vital venting and pressure-balancing functions that protect sensitive components from damage, contamination, and pressure-related failure, whether integrated into automotive systems, industrial packaging, or fluid reservoirs. At PorVent®, our expertise in venting solutions empowers manufacturers to design systems that are more reliable, longer-lasting, and safer for end users. In this blog, we explore the top five benefits of using breathing caps in industrial and automotive systems and why they should be a standard consideration in your design strategy. Breathing caps, sometimes…  ( 5 min )
    Solidity Developer Job Description: Responsibilities, Salary & Requirements
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    Launch Secure Azure Infrastructure with Terraform: My Open Source Starter Kit
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    beeware trouble
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    Props & Emits: Component Communication in Vue
    In the last post, we covered the foundations of Vue and deep dive into Vue’s mental model and how it contrasts React’s hooks and JSX. I’ve followed the classic React Tic-Tac-Toe tutorial enough times to finish it in my sleep 😅. Today, let’s build the same game in Vue. Along the way, you’ll see how Vue’s props, emits, reactive arrays, and computed properties map to (and simplify) React patterns like callback props, immutable state updates, and useMemo. Each cell shows a value ('X', 'O', or blank) and notifies its parent when clicked. In React, You pass an onSelect callback prop down the tree and call it on click: {value} Vue inverts this: children emit events, parents listen. In React, you lift state up f…  ( 6 min )
    AI-Guided AWS Deployment for Your Dart Backend Applications
    Dart's potential for backend development has gained a lot of attention. While Dart's official shelf library has been the traditional solution for backend development, there has been other solutions to enable full-stack Dart applications. Projects like Serverpod and Dart Frog are expanding the ecosystem, making it easier than ever to build complete applications using Dart on both frontend and backend. In the age of AI, you ask many of your questions to AI and deploying backend as a Flutter developer can be a question that you might ask as well. In this blog post, you will see how you can deploy your Dart backends to AWS with the help of Amazon Q Developer on CLI. You can check out the source-code for the project over GitHub to start with. Besides that you have to have an AWS Account to depl…  ( 8 min )
    Tailwind CSS – 5-Minute Quick Review for React Developers
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    The Daemon Rebellion: Why "Burnout" Feels Like Your Soul Staging a Code Red 🚨
    The World Health Organization (WHO) officially recognized burnout as an occupational phenomenon, defining it as: "a syndrome conceptualized as resulting from chronic workplace stress that has not been successfully managed. It is characterized by three dimensions: feelings of energy depletion or exhaustion; increased mental distance from one's job, or feelings of negativism or cynicism related to one's job; and reduced professional efficacy." But let's be real, fellow developers. Doesn't it feel like something… more? Something akin to your inner daemon – that playful, innovative spark within – finally throwing its hands up and declaring, "Nope. Not doing this anymore." As the insightful psychologist James Hillman suggested, we each have a "daemon," an inner guiding force that calls us towar…  ( 5 min )
    3 Projects I Built to Learn Web Development (with Next.js)
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    Unveiling Creative Commons Zero 1.0: A Deep Dive into Open Collaboration and Licensing Evolution
    Abstract: This post offers a comprehensive examination of Creative Commons Zero 1.0 (CC0) by exploring its history, core features, and its impact on open source collaboration. We detail its origins from the Creative Commons organization, discuss practical applications and use cases in diverse fields, and analyze its challenges, limitations, and future outlook. The article is structured to provide technical clarity and accessibility through clear headings, bullet lists, and informative tables. For further insights, readers are encouraged to review the original article and other authoritative sources. In the evolving landscape of open source and fair code licensing, Creative Commons Zero 1.0 (CC0) stands out as a radical tool. CC0 enables creators to completely relinquish their rights, plac…  ( 8 min )
    Lovable vs Bolt — What's Best?
    I decided to compare Lovable and Bolt on the same task. For this test, I didn’t require any external connection e.g. no DB, APIs, etc. However, the app I wanted is more complex than a simple landing page. Here is my unfiltered point of view. As a bonus, we can get 200k more tokens if you sign up for Bolt with this referral link! Let's do it! A detailed input increases the chances of a good first outcome. This is hands down the first and most important take-away, IMO. Here is the initial prompt I used: Create a word search game with a 5x5 grid where words can be found horizontally, vertically and diagonally. For inspiration, draw from classic word search puzzle designs with a modern, clean interface that's both engaging and user-friendly. For this first version, implement: - A 5x5 le…  ( 6 min )
    [Dev Notes] Implementing Photo-Gallery-Style Sliding Multi-Select with Custom Gestures
    This feature has been deployed in the latest release of QuickieSticker — feel free to download and try it out! When I was first asked to implement multi-selection for stickers, I flat-out refused. I had barely used Grid, didn’t know how to adapt multi-selection for it, and besides, the app’s existing functionality conflicted with Grid’s built-in multi-select, so I just deleted it altogether. As a result, sticker multi-selection had always felt like a technical challenge I’d been avoiding. It wasn’t until I was filming the promo video and needed to batch edit sticker info that I realized multi-selection was actually a very real need. After I finished the basic multi-select, I hit another problem: tapping one by one was still too tedious. Could we make it more like the photo album app — supp…  ( 6 min )
    Starting JS Today 💻
    🚀 Day 1 of My JavaScript Journey Today, I started learning the basics of JavaScript — the language that brings websites to life! Introduction to JS Variables (let, const, var) Data types and basic syntax Feeling excited to dive deeper into the world of dynamic web development! 100DaysOfCode #JavaScript #WebDevelopment #Day1 #DevJourney #LearningJS #C #C++ #Java #Python  ( 3 min )
    Boost Your Productivity as a Remote Developer: Practical Hacks to Stay Focused and Efficient
    Remote work offers flexibility, but it also comes with unique challenges—distractions, blurred work-life boundaries, and the pressure to stay self-motivated. Drawing insights from seasoned developers and productivity experts, here’s a curated guide to staying efficient and focused while working from home. 1. Design a Dedicated Workspace Your environment shapes your productivity. Separate work from leisure: Use a specific desk or room for work to mentally switch into “office mode.” Invest in ergonomics: A comfortable chair, monitor at eye level, and proper lighting reduce physical strain. Minimize distractions: Noise-canceling headphones or apps like Noisli can help block out background noise. Tip from @ahmadji93: “Treat your workspace like a sanctuary—keep it clutter-free and …  ( 4 min )
    Web Transport API for Low-Latency Data Streams
    The Web Transport API for Low-Latency Data Streams: An Exhaustive Technical Guide Table of Contents Introduction to the Web Transport API Historical Context Technical Overview 3.1. Key Features 3.2. Core Concepts In-depth Code Examples 4.1. Basic Usage 4.2. Complex Data Streams 4.3. Handling Connection States Edge Cases and Advanced Implementation Techniques Comparative Analysis with Alternative Approaches 6.1. WebSockets 6.2. HTTP/2 and HTTP/3 6.3. WebRTC Real-World Use Cases Performance Considerations and Optimization Strategies Potential Pitfalls and Advanced Debugging Techniques Conclusion References and Further Reading The Web Transport API facilitates low-latency, bidirectional data streams in web applications, primarily targeting use cases where timely data trans…  ( 6 min )
    Which Kubernetes Certification Should You Get? A Clear Guide (No Hype)
    Let’s face it - Kubernetes certifications are everywhere. But which one actually helps your career? The answer depends on your role, goals, and experience. Here’s a no-nonsense breakdown of the top certifications, and how to pick the right one. 1. Certified Kubernetes Administrator (CKA) Best For - Engineers who manage clusters (DevOps, SREs, SysAdmins). What You’ll Learn: Installing and configuring Kubernetes clusters. Troubleshooting nodes, pods, and networking. Managing storage, security, and upgrades. Exam Details - Format: Hands-on lab (you fix real cluster issues in real time). Cost: $395 (retake: $245). Validity: 3 years. Why It’s Worth It - The gold standard for proving you can operate Kubernetes. Required for advanced certs like CKS (security). 2. C…  ( 4 min )
    How I Built Italian Brainrot AI Animals Alternative using AI/ML API
    Recently, Italian Brainrot AI Animals got pretty viral on socials. Italian Brainrot AI People. Let's get started! try out live demo here. watch the live demo: https://youtu.be/51B4GolBl5o?si=1Q_D6CCSVShdojI4 In this tutorial, I'll be guiding you through the whole process of building Italian Brainrot AI People node based app. Including but not limited to: Setting up the initial project with Reactflow and NextJS Building the beautiful and cool UI/UX with Shadcn UI, Motion Primitives, Prompt Kit and TailwindCSS with minimalistic icons from Phosphor Icons Integrating with AI/ML API Deploying the app to Vercel other interesting stuffs We'll be using the following latest technologies: AI/ML API Reactflow NextJS Shadcn UI Motion Primitives Prompt Kit TailwindCSS Phosphor Icons Vercel There are …  ( 26 min )
    Networking in HarmonyOS: HTTP and WebSocket
    In today’s mobile internet era, front-end and back-end communication is an essential part of app development. HTTP and WebSocket are two of the most common communication protocols, each playing a crucial role in enabling interaction between client and server. Therefore, mastering network communication is very important. Before using networking capabilities, you first need to request permissions: ohos.permission.INTERNET: Grants the app access to the internet. ohos.permission.GET_NETWORK_INFO: Allows access to device network information via API. HTTP (HyperText Transfer Protocol) is a protocol used to transfer hypertext from a web server to a local browser. It defines the request and response format between clients and servers. Common HTTP request types include: Purpose: Request to retrieve…  ( 5 min )
    Cloud-Native Maintenance: The New Standard for Software Longevity
    In today's digital age, software doesn't just have to work - it has to last. Companies are increasingly investing in long-term solutions that can evolve with changing needs. That's where cloud services come in. It's no longer just a buzzword. It's quickly becoming the new standard for ensuring software stays relevant, secure, and scalable over time. Before we dive in, let's define what we mean by cloud maintenance. So why is cloud computing getting so much attention? To understand how cloud services work, it's helpful to review their basic principles: Microservices architecture. Instead of a single block of code, applications are broken down into smaller, independent services. Each service handles a single task. This setup makes updates and debugging much easier. If one component fails, the entire system doesn't fail. Containerization. Containers (like Docker) package software with everything it needs to run. This makes deployment consistent across environments. It also makes it easier to scale and roll back if something goes wrong. Continuous monitoring and logging. Real-time monitoring helps teams identify issues before users do. Logs provide detailed information, making it easier to troubleshoot and optimize performance. Automation and CI/CD pipelines. Automation is the backbone of cloud service. CI/CD tools automatically push changes through the testing and deployment phases. This reduces human error and speeds up development cycles. Infrastructure as Code (IaC). With IaC tools like Terraform or AWS CloudFormation, teams manage infrastructure using code. This makes environments repeatable and easier to update or patch. More in our article: https://instandart.com/blog/software-maintenance/cloud-native-maintenance-the-new-standard-for-software-longevity/  ( 4 min )
    Drag-and-Drop: A Signature Feature of HarmonyOS
    Drag-and-drop is one of HarmonyOS’s standout features. Since HarmonyOS 4 introduced the Data Transfer Station and enabled drag by default on the Image component in NEXT, it’s clear that drag gestures are being heavily promoted. Therefore, learning how to configure drag-and-drop properly is essential! HarmonyOS already provides a set of components with built-in drag-and-drop support, including Search, TextInput, TextArea, RichEditor, Text, Image, and Hyperlink. These components require checking whether the draggable attribute is set—if set to true, drag events can be triggered. A well-known example is the Bilibili feature where you can "drag out" characters 22 and 33—that works because their Image components have draggable set to true by default. To initiate drag behavior, the key is to imp…  ( 4 min )
    The Evolution of ArkTS and ArkUI State Management: From V1 to V2
    After a period of development, ArkTS and ArkUI have moved beyond the stage of merely borrowing strengths from other frameworks. They are now evolving their own distinct styles and taking unique paths. One of the most critical systems in ArkUI's runtime—state management, which handles data and page interaction—has naturally undergone an upgrade from V1 to V2. To keep up with the latest trends, I’ve started a new project fully built using V2 state management. Below is a brief overview of the features I’ve used so far and the pitfalls I’ve encountered. State Management V1: Proxy Observation Pattern Core Mechanism: When creating a state variable, a proxy observer is created simultaneously. This observer can only detect changes at the proxy level. Usage Limitations: State variables are tightl…  ( 5 min )
    HTML for Beginners: Everything You Need to Know to Get Started
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    Leveraging Helm for Standardized Application Deployments: A Technical Deep Dive
    Did you know that a staggering 90% of Kubernetes users rely on Helm for package management (CNCF, 2023)? This statistic showcases the value of Helm in modern Kubernetes deployments, and indicates that manually configuring deployments is no longer a scalable option. But while Helm is a popular tool, many organizations still face challenges in using it to create consistent, and repeatable deployments. What are the core technical aspects of using Helm, and how can it be leveraged to achieve standardized and scalable deployments in a modern cloud environment? This blog post explores the technical details of using Helm, focusing on how to achieve standardization, reusability, and control over your Kubernetes deployments, all while avoiding over-complex processes. The Core Technical Concepts o…  ( 7 min )
    Why Do Both echo /$USER and echo '$USER' Output the Same in Bash?
    When you're learning Linux essentials, you might encounter situations where certain commands return similar or even identical outputs despite differing syntax. A popular example involves the use of environment variables in bash, particularly the expressions echo /$USER and echo '$USER'. This article will delve into why these commands often yield the same result, an important concept for beginners in Linux and scripting. Understanding Environment Variables in Bash To start, let’s clarify what environment variables are. In bash, environment variables are essentially key-value pairs that hold information about the system or user. The variable $USER represents the currently logged-in user's username. When using the command echo /$USER, the shell interprets the $USER variable and replaces it wi…  ( 5 min )
    Network Security: Using Socks5 Proxies to Prevent Hacking Attacks
    In today’s digital landscape, where cyber threats are becoming increasingly sophisticated, ensuring robust network security is paramount. One effective method to enhance your security posture is by using Socks5 proxies. This article explores how Socks5 proxies can help prevent hacking attacks and protect sensitive information. Understanding Socks5 Proxies Key Features of Socks5 Proxies: IP Address Masking Bypassing Geo-Restrictions Enhanced Security for Sensitive Data Reduced Risk of DDoS Attacks Implementing Socks5 Proxies in Your Security Strategy Choose a Reliable Proxy Provider Not all proxy services are created equal. When selecting a Socks5 proxy provider, look for one that offers: High uptime: Ensure the service is reliable and consistently available. Regularly Update Your Proxy List Monitor Traffic and Logs Conclusion For more information on how to implement Socks5 proxies effectively, consider exploring IP2World. Stay safe online!  ( 4 min )
    B4B-XH-A: The Force of Micro-Connectors
    In a galaxy far, far away, where circuits hum like lightsabers and droids demand precision, there exists a connector forged in the fires of innovation—the B4B-XH-A. This 2.5mm-pitch marvel channels the Force with JST’s engineering might, outmatching clunky Imperial tech and powering rebellions in even the tightest hyperspace compartments. Let’s unveil why this connector is the Jedi Knight of low-profile electronics! Chapter 1: The Force Awakens B4B-XH-A is no mere droid scrap. Crafted in the Temples of JST, it wields three tenets of the Force: Jedi Precision: 2.5mm pitch, sharper than a vibroblade’s edge. Why Imperial connectors fail: Generic Clones: Clumsy as Stormtrooper armor, leaking energy like a faulty blaster. Chapter 2: The Galactic Applications Corellian Smart Homes: Powers Naboo…  ( 4 min )
    25 Key Data Analysis Terms
    Diving into Data? 🏊‍♀️ 25 Must-Know Data Analysis Terms for Beginners! 💡 Hey everyone! 👋 As I continue my journey into the exciting world of data, I wanted to share some key terms that have been super helpful for me as a beginner. Understanding this lingo is the first step to unlocking powerful insights! 📈 https://www.linkedin.com/posts/anjan-paul-391998277_25-key-data-analysis-terms-activity-7328303944261152769-1YOd?utm_source=share&utm_medium=member_desktop&rcm=ACoAAEOZbR0Btzl_HlWsB8PGUKoB0-kNfRmIsaI)]  ( 3 min )
    Top Cross-Platform Frameworks for Building Scalable Enterprise Apps
    Introduction The enterprise software landscape is evolving rapidly, demanding solutions that are flexible, scalable, and cost-effective. In an environment where businesses operate across devices and platforms, cross platform software development has become a strategic necessity. Enterprise apps today must function seamlessly on Windows, macOS, Linux, iOS, Android, and the web while integrating with back-end systems, AI-powered features, and data analytics platforms. To meet these requirements, developers are turning to cross-platform frameworks that streamline the development process, reduce overhead, and ensure high performance across diverse environments. This article explores the top frameworks for building scalable enterprise applications, examining their strengths, AI integration capa…  ( 6 min )
    Nuxt 3: Memory Leak Analysis and Fixes
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    Google Developing Software AI Agent, Pinterest-Like Feature Ahead of I/O
    🚨 Major announcements brewing ahead of Google I/O 2025! As tech leaders prep for another groundbreaking year, Google is teasing two powerful developments that could reshape how we interact with both digital assistants and visual content: 🔹 1. Software AI Agent Google is reportedly working on a supercharged AI software agent — think of it as an advanced, proactive assistant. This AI won’t just answer your questions — it’ll take initiative. From booking appointments to summarizing emails or even automating repetitive digital tasks, this next-gen agent could challenge the likes of ChatGPT, Claude, and Meta’s LLaMA on a whole new level. It’s an early move toward AI that doesn’t just react, but acts on your behalf. 🔹 2. Pinterest-Style Visual Search Feature Inspired by the success of visual platforms like Pinterest, Google is also rolling out a visual-first discovery tool. Users will soon be able to organize searches and content visually, making it more intuitive to browse topics like travel, home decor, fashion, and more. This move reinforces Google’s goal of transforming Search from a text-heavy interface into a dynamic, image-led experience. 🔍 Why It Matters: These tools hint at Google’s strategy to go beyond the conventional Search experience, blurring the line between assistant, discovery engine, and content curator. It’s all part of a broader AI ecosystem battle where Google, OpenAI, and Meta are racing to define the future of how we interact with the internet. 📍 My Take: These changes show that the next digital frontier is all about autonomy and personalization. Tools that can understand what we want before we ask — and deliver it in visually engaging ways — will drive the next wave of user experience innovation. 💬 What do you think? Is proactive AI a convenience or a concern? Are we ready for agents that think and act for us?  ( 3 min )
    AI in Identity Verification and Fraud Prevention
    Artificial intelligence is revolutionizing identity verification much like it is reshaping countless other industries. Both public and private sectors are increasingly embracing AI to enhance the accuracy and speed of verifying identities. But alongside its benefits, AI has also become a powerful enabler of fraud, with criminals weaponizing it to forge identities and produce convincing deepfakes. This article explores the dual nature of AI in identity verification—highlighting how it strengthens defenses through biometric recognition, liveness detection, and fraud prevention, while also exposing how it can be exploited to deceive systems. Over the last decade, AI has significantly elevated the precision, security, and efficiency of identity verification methods. While it’s best not to rel…  ( 6 min )
    Devoxx 2025
    Encore une belle édition du Devoxx sur le thème du retour à la source. Ils nous en ont mis plein les yeux au Palais de congrès de Paris. Des animations très tribales, mêlant organique et technique, dans une ambiance solar/nature punk. Cette année, l'IA est au cœur de la conférence, de manière bien plus affichée et prédominante que les années précédentes. Que ce soit au travers des keynotes d'ouverture, des projets présentés aux différents stands ou tout simplement des sujets de conférences, tout respire l'IA gen et les LLM. D'ailleurs, Nicolas et Thomas ne sont pas contents car tout le visuel du Devoxx est généré par IA. En parlant de mes cospeakers, gros défi pour nous cette année, un talk de 3 heures, un deep-dive, sur la clean archi, sponsorisé par Paracetamol™ ! Devoxx reste la plus gr…  ( 15 min )
    How to Write Events to Azure Event Hub in Scala Spark Job?
    Introduction Writing events to Azure Event Hub using Scala can be quite challenging, especially if you're new to both Scala and the Azure ecosystem. If you're working with Spark v3.4 in an Azure Synapse Spark pool and you intend to utilize managed identities for authentication, you're on the right track. This blog post will walk you through how to correctly set up your Scala function to send messages to Azure Event Hub, while also addressing common issues, like the one you're encountering with class loading errors. Understanding the Problem From your description, it's clear that you're facing an IllegalAccessError when calling producer.createBatch() in your function. This issue arises when there are conflicts in class loading, which can often happen in environments like Spark where multipl…  ( 5 min )
    The Expansion of IoT-Integrated Apps: The Next Frontier in Mobile App Development
    The rapid rise of Internet of Things (IoT) devices has changed how we think about connected experiences. From smart homes to wearable tech, IoT is no longer a buzzword’s a thriving ecosystem. As developers, we’re now expected to build mobile apps that don’t just function in isolation but interact seamlessly with physical devices in real time. The number of IoT-connected devices is expected to exceed 30 billion by 2030. This growth demands mobile applications that can process, communicate, and act on real-world data. Whether it's an app that controls a thermostat or monitors fitness through a smart band, users expect instant connectivity and zero friction. This shift isn’t just about functionality's about experience. The apps of tomorrow must be able to: Handle complex sensor inputs Maintai…  ( 4 min )
    Smarter Web App Defense with SafeLine WAF: Dynamic Protection & Anti-Crawling Made Simple
    Tired of outdated WAFs that rely on static rule sets? Meet SafeLine WAF — a next-gen Web Application Firewall that uses dynamic encryption and semantic analysis to stop threats before they reach your app. SafeLine uses AES-GCM encryption to dynamically obfuscate HTML and JavaScript at runtime. Every page load gets a unique version, making it unreadable to bots or scrapers. Original code: function getUserInfo() { return { id: 123, name: "Alice" }; } After encryption: function vgo8rYXzpS() { var YIhUo91Nlh = 99.6174697329428; VdgkMuAloP("Z_GUlDIf7g"); } Even login forms become encrypted blobs that only the browser can render. <input type="submit" val…  ( 4 min )
    DIY Python Web Scraping Tool: Proxy IP Management and Optimization Tips
    Web scraping is a powerful technique for gathering data from websites, but it comes with its challenges, particularly when it comes to managing proxy IPs. This article will guide you through creating a DIY Python web scraping tool that effectively manages and optimizes proxy IP usage, ensuring your scraping tasks run smoothly and efficiently. Why Use Proxies in Web Scraping? Avoiding IP Bans: Websites often monitor traffic and may block IPs that send too many requests in a short time. pip install requests beautifulsoup4 Basic Proxy Setup import requests proxies = { "http": "http://your_proxy_ip:port", "https": "http://your_proxy_ip:port", } response = requests.get("http://example.com", proxies=proxies) print(response.content) Managing Proxy IPs Rotating Proxies To avoid detectio…  ( 4 min )
    AI Automation & AI Agents: The Future of Autonomous Operations
    Introduction Overview AI Automation refers to the use of Artificial Intelligence to perform tasks without human intervention, often within workflows or systems. AI Agents are autonomous entities powered by AI that perceive their environment, make decisions, and take actions to achieve specific goals. Together, they represent a powerful evolution in how systems and services operate. Significance in the Tech Industry In today's digital landscape, the demand for scalability, efficiency, and agility has never been higher. AI Automation & AI Agents enable businesses to streamline operations, reduce manual effort, and make data-driven decisions in real time. From customer service bots to complex multi-agent systems in logistics and cybersecurity, these technologies are transforming industries. T…  ( 5 min )
    How to Unzip Files in C# Before Processing
    When dealing with file processing in C#, particularly when using the FTP protocol to retrieve files from third-party servers, you might encounter various file formats, including .zip archives. If you need to process the contents of these zip files, you'll have to unzip them first since FTP does not handle compression directly. In this guide, we will explore how to unzip files using C#, including where to store temporarily unzipped files and how to read their content. Why You Need to Unzip Files Understanding the need to unzip files is crucial when automating your file processing tasks. Zip files are commonly used for efficient file transmission as they compress the data, making it faster and saving bandwidth. However, before you can work with these files, you must extract their contents. T…  ( 4 min )
    Google Agent Development Kit (ADK) Introduction (3): Building a Multi-Agent Project Management System
    Learning Objectives Master Layered Agent Architecture: Learn how to design and implement a hierarchical agent system for real-world collaboration. Implement Task Delegation and Coordination: See how agents can assign, accept, and complete tasks collaboratively. Build Dynamic Load Balancing: Ensure optimal workload distribution among agents to maximize efficiency. Technical Breadth: Compare agent-based project management with traditional monolithic approaches. This project uses the Google ADK (Agent Development Kit) to build a multi-agent project management system, simulating a real-world team with three specialized agent types: Manager Agent: Oversees the project, assigns tasks, and reviews progress. Engineer Agents: Implement assigned tasks and report their status. Tester Agents: Test…  ( 5 min )
    Dark Mode, Prefers-Color-Scheme & Theming in Modern UI
    Dark Mode isn’t just a trend anymore — it’s a user expectation. Whether it's about reducing eye strain, saving battery, or just offering a slick experience, users love control over how they view your app or site. But here’s the twist — implementing dark mode isn’t just about flipping colors. It’s about embracing system preferences, smart CSS, and flexible theming that adjusts beautifully to context. Let’s explore how to do it right using prefers-color-scheme, CSS variables, and a bit of JS magic. prefers-color-scheme and Why Should You Care? The prefers-color-scheme media query lets your site adapt to the user’s system theme — light or dark — automatically. No toggle needed. No cookie saved. It’s built into modern browsers and supported across macOS, Windows, Android, and iOS. /* Light …  ( 4 min )
    For years, Microservice Architecture has been marketed as the ultimate solution for scalability, flexibility, and efficiency within IT Solutions. But does it really live up to its promises ❓
    Microservice Architecture — The Wrong Turn Stas Sultanov ・ May 6 #microservices #architecture #programming #devops  ( 3 min )
    How to Get Full URL in ASP.NET C# User Control?
    In ASP.NET, obtaining the full URL of the page from a user control can be essential for various functionalities, such as dynamic links, SEO, and redirects. If you're wondering how to achieve this, you'll be glad to know that it's quite straightforward, and no, it's not just a matter of concatenating Request variables together; there’s a more reliable method. In this article, we'll explore how to get the full URL in an ASP.NET C# user control and provide you with step-by-step solutions and examples. Understanding the HTTP Request When a user accesses a webpage, an HTTP request is sent to the server, which includes various properties that can be used to gather information about the request, including the URL components. The Request object in ASP.NET provides these details, allowing us to con…  ( 4 min )
    The LIMIT offset, count Trap: Why Large Offsets Slow Down MySQL?
    Interviewer: “Imagine a MySQL table with 10 million records. A query uses LIMIT 1000000,20. Why would this be slow? What's the specific execution flow, and how would you optimize it?" This is a fantastic, practical question that hits on a common performance bottleneck in MySQL: deep pagination. When the offset in a LIMIT offset, count clause is very large, query performance can plummet dramatically. A query for LIMIT 0,20 might be lightning fast, while LIMIT 1000000,20 on the same 10-million-row table could take many seconds, or even minutes. Let’s break down why this happens and explore effective solutions. LIMIT 1000000,20 is Slow: The Execution Flow The core reason for the slowdown is that MySQL, in most cases, needs to generate, order (if an ORDER BY clause exists), and then traverse…  ( 7 min )
    Enhancing Software Quality with SmartBear Automated Testing
    Ensuring software reliability and performance is crucial in today’s fast-paced development landscape. SmartBear automated testing provides a robust solution for organizations seeking to enhance their test automation strategies. By leveraging advanced automation tools, development teams can optimize their software testing workflows, minimize human errors, and deliver high-quality applications faster. Manual testing often falls short when dealing with complex applications, as it limits efficiency and slows down release cycles. With SmartBear automated testing, organizations can replace redundant manual testing efforts with powerful testing tools that execute tests faster and more accurately. This reduces time-to-market and increases test coverage, ensuring that applications meet functional, …  ( 5 min )
    How to Send Emails on User Sign-Up with Node.js, Express.js & cPanel
    Great! You're using Node.js and Express.js, and your website is hosted on a cPanel server. You want to send an email at sign-up time. Here’s how you can do it step by step: Install nodemailer Run this in your project folder: npm install nodemailer Create an Email Account in cPanel Go to your cPanel. Click on Email Accounts. Create an email (e.g. no-reply@yourdomain.com). Go to Connect Devices or Configure Email Client to get SMTP details. For example: Setting Value SMTP Host mail.yourdomain.com SMTP Port 465 or 587 Username no-reply@yourdomain.com Password (your email password) Encryption SSL (for port 465) or TLS (587) Send Email in Signup Route Here’s a sample Express route that sends an email: const express = require("express"); const nodemailer = require("n…  ( 4 min )
    How to Partition Using GParted Live
    When working with Linux systems, managing disk partitions can be an essential task—especially if you want to create space for sharing files between Linux and Windows. One of the most useful tools for partitioning is GParted Live, a bootable tool that allows you to resize, move, or create new partitions safely. In this short guide, we’ll walk through how to shrink an existing /home partition (formatted as ext4) and use the freed space to create a new exFAT partition, ideal for cross-platform compatibility. GParted Live ISO: Download here. A USB drive or CD to boot GParted Live. Backup of important data (always recommended before changing partitions). Burn the GParted Live ISO to a USB stick or CD. Reboot your computer and boot from the USB/CD. Follow the startup prompts to load into the GPa…  ( 4 min )
    Implementing a Realistic 3D Air Hockey Table with Three.js and React
    feel. free to commitme a any suggest https://airhokey-3d.netlify.app https://deepwiki.com/yomero243/collaborative-3d-app/1-overview Collaborative 3D Air Hockey Game is a browser-based, real-time multiplayer application that enables users to play air hockey together in a rich 3D environment. Players move their paddles with mouse input, interact with a physics-driven puck, and observe other participants’ actions with sub-100 ms latency—all without a native client :contentReference[oaicite:0]{index=0}. This article dissects the system’s purpose, architecture, technology stack, and the inherent trade-offs encountered during development. Interactive Multiplayer: Allow concurrent play in a single game session, accessible from any modern browser. 3D Visualization: Leverage WebGL via Three.js and React Three Fiber for immersive rendering. Physics-Driven Gameplay: Simulate realistic collisions, friction, and impulse calculations for the puck. Real-Time Synchronization: Use Yjs and a lightweight WebSocket server to synchronize user positions and puck state across clients :contentReference[oaicite:1]{index=1}.  ( 3 min )
    Making Sense of Software Architecture with the C4 Model
    Ever tried explaining your system architecture and ended up drawing a bunch of rectangles that confused everyone, including you? Yeah, same. That’s where the C4 model comes in, it’s like Google Maps for your codebase. Zoom in, zoom out, show only what matters, and skip the fluff. Let’s break it down, dev-to-dev. Because "drawing boxes and lines" isn't enough. Diagrams should communicate, not decorate. Whether it’s onboarding a new hire, defending your architecture in a review, or just making sense of a spaghetti monolith, you need clarity. C4 is: Notation-agnostic (use boxes, colors, ASCII art—your call) Tooling-independent (draw on paper, use diagrams.net, Structurizr, etc.) Easy to learn (no need to memorize UML specs) Focused on abstractions and levels of detail …  ( 5 min )
    The Easiest Way to Be Ignored When Communicating at Work
    I originally posted this post on my blog a long time ago in a galaxy far, far away. Want to be ignored on Slack or Teams at work? Type "Hello, how are you?" and press enter. You'll get ignored immediately. Especially if you're working in a remote team with people all over the world. And especially if you're reaching out to a busy manager or executive. Hello, how are you? ... Good, thanks. And you? ... Good too, thanks. Hey, I just wanted... But, what if your recipient is on the other side of the world? 24 hours could pass between each message. And for sure, you don't want to wait 48 hours to start the real conversation. While working remotely at a past job, I used nohello.net as my Slack status. That page shows a fake "hello, how are you?" conversation, getting ignored. And I still got "Hello, how are you?" messages. Arrrggg! I know you wouldn't. Then, why do the same on Slack or Teams at work? Next time you want to reach out to someone at work: Don't just send "Hello, how are you?" Say hi and in the same message, without waiting for an answer, say what you really want to say. Let me say that again, in the same message, without waiting for an answer. That should be "Remote Working 101" when onboarding new team members at any remote company. Starting out or already on the software engineering journey? Join my free 7-day email course to refactor your coding career and save years and thousands of dollars' worth of career mistakes.  ( 4 min )
    Best Practices for Handling Side Effects in React
    When working with React, handling side effects correctly can make or break your component’s performance, readability, and predictability. Side effects—like data fetching, subscriptions, or DOM manipulations—shouldn’t be sprinkled all over your codebase like confetti. Here’s a deep dive into the best practices every serious React dev should follow when dealing with side effects. Are Side Effects in React? Side effects are operations that affect something outside the scope of the current function being executed. In React, they can include: Fetching data from APIs Manually modifying the DOM Subscribing to WebSocket or event listeners Setting timeouts or intervals Logging or analytics tracking These are not part of the component’s render output and must be handled outside the render phase. u…  ( 4 min )
    Building AutoLLMBench: How I Taught AI Agents to Maintain Their Own Leaderboard
    (Posted on my blog) AutoLLMBench started from a simple curiosity: could I leverage AI's remarkable generalization abilities to automate the tedious task of maintaining benchmark leaderboards? Most of these leaderboards depend heavily on manual effort—collecting data from various sites, formatting it correctly, and updating everything regularly. It felt like a perfect problem for AI agents, though the actual journey turned out far more complex and fascinating than I initially anticipated. Check out the live leaderboard at AutoLLMBench. My motivation wasn't just about tracking benchmarks—anyone can do that manually. Instead, I wanted to explore how effectively AI agents could handle practical automation tasks. Could they navigate the messy realities of inconsistent naming, varying data forma…  ( 5 min )
    Computer Network
    1. Introduction to Computer Networks A Computer Network is a collection of autonomous computing devices interconnected to exchange information using common protocols over a shared communication medium. Access and Process Information: Databases, online payments, e-commerce, electronic money transfers. Communication: Email, chat, video calls. Resource Sharing: Data, programs, peripherals, computing power. Communication and Collaboration: Facilitates teamwork. Centralized Management: Easy administration of users and data. Data Security: Enhanced compared to other communication methods. Sharing Capabilities: Information Sharing: Authorized users access and share data across the network. Hardware Sharing: Devices like printers or scanners shared by multiple users. Software Sharing: Central…  ( 6 min )
    How to Provide Default Values When Reading JSON in Scala
    When working with JSON data in Scala, it’s common to encounter situations where certain keys may not be present. For instance, the issue posed here deals with the retrieval of the 'ids' key from a JSON structure, and how to accommodate missing data by providing a default value. In this article, we’ll explore a Scala implementation that allows you to safely read JSON data and handle absent keys gracefully. Introduction to JSON Handling in Scala Reading JSON in Scala typically involves using libraries such as Jackson for parsing. Jackson’s support for Scala is quite robust, especially when combined with the Scala module. In our current code, we have successfully extracted the 'ids' key from a JSON object. However, we need a way to manage cases where the key might not exist. Why is Providing …  ( 4 min )
    [Boost]
    How to generate dynamic invoices for SaaS applications in Python 💸 Ethan from reportgen.io ・ May 14 #webdev #programming #python #tutorial  ( 2 min )
    How to Write Python Code Compatible with Both Python 2 and 3?
    When working on a project that requires compatibility with both Python 2 and Python 3, it's essential to understand the key differences and learn best practices for writing compatible code. This article will address common compatibility issues and provide examples to guide you through writing code that functions seamlessly in both versions. Why Compatibility Matters As Python 2 reached its end of life on January 1, 2020, many developers have transitioned to Python 3. However, there are legacy systems and codebases that continue to rely on Python 2. To support both versions, developers need to be aware of differences in syntax, standard libraries, and built-in functions. This understanding helps in minimizing bugs and ensuring that your code runs across different environments. Key Compatibi…  ( 5 min )
    How to generate dynamic invoices for SaaS applications in Python 💸
    Invoice generation in SaaS applications doesn’t have to be tedious. With reportgen.io, you can automate the entire process, offering dynamic, scalable, and secure solutions. Whether you're working on a single invoice or handling bulk generation, reportgen.io’s modern API is built to make developers’ lives easier. This guide walks you through the steps of integrating reportgen.io into your SaaS application for dynamic invoice generation, complete with advanced templating and efficient API calls. Invoices are more than just a list of numbers; they must reflect accurate calculations, dynamic line items, and conditional elements like VAT. With reportgen.io, you can use templating engines such as EJS to create powerful, flexible templates. Here’s an example template that: Iterates through line …  ( 5 min )
    Time series Models
    Here’s a point-form style article titled "The Complete Guide to Time Series Models" — perfect for a Dev.to post: Time series modeling is essential when working with data indexed in time order — think stock prices, weather patterns, or GDP growth. Here’s your complete point-form guide to time series models — from classic methods to deep learning. A sequence of data points collected or recorded at specific time intervals. Time is a crucial component — order matters. Examples: Daily temperature, monthly sales, hourly web traffic. Trend: Long-term upward or downward movement. Seasonality: Regular patterns (e.g., quarterly demand). Cyclic Patterns: Irregular cycles over years. Noise: Random variations that can’t be explained. AR (AutoRegressive) Predicts current value based on past values. E…  ( 4 min )
    Mastering Standard Deviation in Python with np.std
    When it comes to understanding data, numbers by themselves often don't tell the complete story. Knowing how much variation or spread exists in a dataset is just as critical as knowing the average. This is where numpy standard deviation becomes a powerful statistical tool — and in Python, calculating it becomes effortless with NumPy’s np.std function. In this blog, brought to you by Tpoint Tech, we’ll walk you through what standard deviation is, why it matters, and how np.std in Python helps simplify statistical analysis for beginners and experts alike — all without diving into actual code. Whether you’re a data science student, a software developer, or a business analyst, understanding np.std will give you a new appreciation for Python’s statistical power. Standard deviation is a measure …  ( 5 min )
    How to Create Custom Marshaler for gRPC in Go?
    Introduction In software development, especially when dealing with APIs, it’s crucial to have data accurately represented according to the expected formats. In this case, you're working with gRPC and need to customize how bytes fields are marshaled to JSON. If your application exchanges data including SHA-1, SHA-256, and UUIDs as bytes, you might find the default behavior of converting bytes to base64 rather limiting. Let’s explore how to implement a custom marshaler in Go to handle this effectively, ensuring that your specific use case can accommodate hexadecimal encoding instead of base64. Why This Issue Occurs The default behavior for handling bytes in gRPC-Gateway is to convert them into base64 later when transforming them into JSON. This decision can be frustrating when hexadecimal re…  ( 5 min )
    A Tale of TCO in JavaScript
    One major feature of Javascript is it is a single-threaded environment; it can only execute one task at a time. When one function calls another, the JavaScript engine carefully tracks these calls using a mechanism known as the "call stack."; A data structure that follows the LIFO (Last In, First Out) principle, a function call is added (pushed) to the top of this stack. When the function, and removed (popped) from the stack when the function completes its execution. Imagine the call stack as a tower of tasks, where each new function call adds another level to the tower. function greet() { console.log("Hello!"); sayName(); console.log("Goodbye!"); } function sayName() { console.log("Ny name is David."); } greet(); When this code runs, the engine first places greet() on the call s…  ( 7 min )
    Role of MLOps in Machine Learning Deployment
    The Growing Role of MLOps in Machine Learning Deployment What is MLOps? MLOps = Machine Learning + DevOps It’s a set of practices that unifies ML system development (Dev) and operations (Ops). Goal: streamline the deployment, monitoring, and management of machine learning models in production. 87% of ML models never reach production (per industry reports). MLOps ensures: Faster model delivery Better model performance monitoring Easier reproducibility and auditing Data Collection & Versioning Track data changes (e.g., using DVC) Ensure reproducibility Model Training & Experimentation Use tools like MLflow, Weights & Biases Manage hyperparameter tuning, trials, results Model Validation & Testing Run automated tests (unit tests, integration tests) Validate model performance before release Deployment CI/CD pipelines for ML models Deploy via REST API, batch jobs, streaming services Monitoring Track metrics like accuracy, latency, drift Trigger alerts for anomalies Retraining Set up automated retraining workflows if performance drops Task Tools Experiment Tracking MLflow, Neptune, W&B Version Control DVC, Git Deployment Kubeflow, TFX, Seldon Monitoring Prometheus, Grafana, WhyLabs Pipelines Airflow, Kubeflow Pipelines, Dagster ✅ Automate data validation and preprocessing ✅ Use consistent environments (Docker, Conda) ✅ Build modular pipelines ✅ Monitor both data and model performance ✅ Document all experiments and models ✅ Maintain governance and compliance logs MLOps is no longer optional — it's a core discipline for production-ready ML. It brings speed, reliability, and scalability to machine learning workflows. If you’re deploying ML models regularly, investing in MLOps is critical for success.  ( 3 min )
    How to Build a Prompt-Friendly UI with React & TypeScript
    Designing composable, maintainable, and developer-oriented interfaces for LLM apps Large language models (LLMs) introduce a fundamentally different interaction model. Instead of submitting static form data to deterministic APIs, users compose flexible, evolving instructions( prompts)to drive behavior. The UI is no longer just a form. It becomes a live environment for crafting, executing, and refining these prompts. This shift introduces new engineering challenges: Unstructured, contextual input: prompts resemble natural language, code, or hybrids Probabilistic, variable outputs: repeated prompts yield different results Exploratory iteration patterns: success depends on trying, comparing, adjusting To support this, frontend engineers must rethink how they model state, compose components, an…  ( 6 min )
    [HandsOn]Launching and testing Cisco Catalyst 8000V for SD-WAN & Routing on AWS
    Introduction Thank you for always reading our articles! I was personally curious as to whether it was possible to build a Cisco Catalyst 8000V for SD-WAN & Routing environment on AWS, so I did some research. After trying out a few things on the Market Place(AWS), I found Cisco Catalyst 8000V for SD-WAN & Routing as something that looked like it could be built, so I would like to try that out. from Japanese Those who have unavoidable circumstances and want to test Cisco Catalyst SD-WAN A rare person who wants to try using a Cisco router on AWS Looking for people with extensive networking experience Deploying Cisco Catalyst 8000V in an AWS environment Verify that you can run basic commands The following is not covered: Building the Manager, Controller, and Validator required for Cisco Cata…  ( 8 min )
    CHI-SQUARE TESTS AND DEGREES OF FREEDOM
    Chi-Square Tests and Degrees of Freedom — Explained with Football When analyzing data in sports like football (soccer), we often want to answer questions like: Is there a relationship between a team's playing style and their win rate? Do red cards occur more frequently in away games than home games? Is possession percentage independent of final match outcomes? To answer these, the Chi-Square Test is one of the most powerful tools in the statistician’s playbook. The Chi-Square Test is a statistical method used to test if there's a significant association between categorical variables. It compares the observed frequencies in a contingency table with the expected frequencies if the variables were independent. Let’s say we collect data on red cards in 100 football matches: Red Card No Re…  ( 4 min )
    Introducing Prometheus: A Version Control System I Built from Scratch (No Git Involved)
    TL;DR Prometheus is a version control system I developed from scratch, built on Firebase and Appwrite, designed to simplify the version control process without relying on Git. It’s lightweight, real-time, and optimized for web-based workflows, with a custom-built IDE to support it. While Git is the industry standard for version control, I ran into challenges when trying to integrate it into my projects. Specifically, GitHub's rate limits and the complexities of managing API integrations were a concern. I wanted to avoid hitting those limits and create something more seamless and lightweight for web-based workflows. That’s when I decided to build Prometheus — a custom version control system designed to handle these issues without relying on Git. The goal was to create a VCS that was easy t…  ( 4 min )
    🌐 Building a Creative 404 Error Page with Just HTML & CSS
    Hey Devs! 👋 I recently built a simple yet visually engaging 404 error page using only HTML and CSS, and I wanted to share my experience and thought process with you all. 📘 ❓ Why a 404 Page? A 404 page is more than just an error message. It's an opportunity to show creativity, personality, and even guide the user back to your site. I wanted to create a custom error page that’s not only informative but also visually appealing. 🎨 🛠️ What I Built Here’s the link to my 404 page: https://404-error-page-rust.vercel.app/ It features: A clean, centered layout A bold "404" message with an accompanying subheading A call-to-action button to return to the homepage A dark theme with contrasting text for better readability 🧱 Tech Stack I used the basics: HTML5 for structure CSS3 for styling and responsiveness No JavaScript or frameworks were used—just pure frontend fundamentals. ⚙️ ✨ Key Features & Techniques Responsive Centering Typography and Hierarchy Minimal Button Design Dark Theme Everything was built to be clean, user-friendly, and responsive across devices. 📱 📚 What I Learned Even with just HTML and CSS, you can create engaging user experiences. This project helped me: Practice layout and styling Improve responsiveness using Flexbox Understand the importance of micro-interactions in UI design 🚀 What's Next? I plan to: Add animations using CSS transitions Include illustrations or SVG graphics Possibly build a collection of creative 404 pages 💬 Final Thoughts Creating this page reminded me how powerful simple tools can be when used creatively. I encourage everyone—especially beginners—to try building their own custom error pages. It’s a small project that teaches you a lot. ✅ Let me know what you think or drop your own 404 pages in the comments below! ⬇️  ( 3 min )
    How to Keep Chart Area Consistent in JavaScript Visualizations?
    Creating a dynamic and consistent chart area is essential when developing a website that showcases data by region. If you're facing an issue where the chart's appearance varies based on the magnitude of the data, you're not alone. Understanding the Problem When you use libraries like Chart.js to visualize data, the space allocated for the y-axis can change depending on the scale of your data values. For instance, larger numbers may create more left-side margin space, inadvertently altering the chart's shape and making comparisons less intuitive. This is especially evident in your provided images where different datasets create discrepancies in chart sizing. Why Does This Happen? The variation in chart size occurs because the default behavior of bar charts in Chart.js automatically adjusts …  ( 4 min )
    Welcome Thread - v326
    Leave a comment below to introduce yourself! You can talk about what brought you here, what you're learning, or just a fun fact about yourself. Reply to someone's comment, either with a question or just a hello. 👋 Come back next week to greet our new members so you can one day earn our Warm Welcome Badge!  ( 3 min )
    AI Message Cleaner - Remove/Replace All Weird Characters
    AI-generated text is great, until you copy it and find yourself battling weird characters, excessive line breaks, and formatting quirks. Whether it’s markdown remnants, strange escape sequences, or invisible zero-width spaces, cleaning up AI text manually can be frustrating. That’s why I built AI Message Cleaner, a simple yet powerful tool that lets you copy, paste, edit, and apply custom cleaning rules to make AI-generated text instantly readable. AI Message Cleaner is a web-based tool designed to: Remove special characters that disrupt readability. Replace unwanted symbols with standard text. Fix AI formatting quirks, such as extra line breaks or markdown artifacts. Apply custom cleaning rules to fine-tune text exactly how you want it. Using AI Message Cleaner is effortless: Paste your AI-generated text into the input box. Edit or apply predefined rules to clean up formatting. Add or remove custom rules to replace specific characters or unwanted text. Instantly get a polished version of your text-ready to copy and use. The tool automates what would normally be a tedious manual cleanup, making text usable in documents, emails, chat applications, or even social media posts. AI-generated responses are great, but they don’t always play nicely with different platforms. Markdown formatting, invisible symbols, or unexpected spacing can make text look messy or difficult to use. Instead of manually adjusting every AI-generated response, AI Message Cleaner simplifies the process with an easy copy-paste workflow and customizable cleaning rules. ✅ Copy, paste, and clean instantly, no manual edits required. ✅ Predefined rules to fix common AI formatting issues. ✅ Customizable rules, replace or remove specific characters as needed. ✅ Works for AI-generated text from tools like ChatGPT, Copilot, and more.  ( 3 min )
    Building a Searchable Product List with React Server Components
    React Server Components (RSC) are a powerful tool for building dynamic, full-stack applications that offer high performance while reducing the amount of client-side code. In this tutorial, we'll build a searchable product list that leverages server-side rendering to display filtered products, improving both performance and user experience. Start by setting up a new React project with Express for server-side rendering. This will allow us to serve the filtered product list from the server side. npx create-react-app product-search cd product-search npm install express react-server-dom Create the Express server by adding a server.js file: // server.js const express = require('express'); const React = require('react'); const ReactDOMServer = require('react-dom/server'); const App = require('./…  ( 5 min )
    The Basics of PHP for Web Development
    The Basics of PHP for Web Development PHP (Hypertext Preprocessor) is one of the most widely used server-side scripting languages for web development. It powers millions of websites, including major platforms like WordPress, Facebook (initially), and Wikipedia. If you're just starting with web development or looking to expand your backend skills, learning PHP is a great choice. In this guide, we'll cover the fundamentals of PHP, its syntax, key features, and how you can use it to build dynamic websites. And if you're looking to grow your YouTube channel while learning web development, consider checking out MediaGeneous for expert strategies. Why Learn PHP? PHP has been around since 1994 and remains relevant due to its: Ease of Learning: Simple syntax, especially for beginners. Server-Side …  ( 5 min )
    Implementing Server-Side State Management with React Server Components
    React Server Components allow us to offload parts of the rendering process to the server, improving performance and user experience. However, managing state on the server side for full-stack applications can be a bit tricky. In this tutorial, we’ll explore how to manage server-side state in a React application using server components, making it easier to share and synchronize state between the client and the server. Start by creating a new React app with server component support, if you haven’t already: npx create-react-app react-server-state cd react-server-state npm install react-server-dom For this guide, we will focus on integrating React Server Components with state management. In the server component, we can handle state using traditional server-side state management (e.g., session,…  ( 5 min )
    🚀 Amazon ECS Now Supports EBS Provisioned Rate for Volume Initialization
    Amazon ECS (Elastic Container Service) has just rolled out support for Amazon EBS Provisioned Rate for Volume Initialization — a powerful feature that speeds up EBS volume readiness when attaching from snapshots. This update is a game-changer for ECS workloads like: 🧪 ETL pipelines 🎞️ Media transcoding 🤖 Machine Learning inference With this enhancement, ECS tasks and services on both Fargate and EC2 launch types can now attach fully-performant EBS volumes right from the get-go! Previously, you could initialize ECS task volumes from EBS snapshots using snapshot-id, but performance was not guaranteed right away — data restoration from the snapshot could slow things down. Now, with Provisioned Rate for Volume Initialization, you can: ✅ Specify the initialization rate when creating volumes from snapshots In real-world production scenarios, time is money: ⏱️ ETL jobs don’t wait — they need volumes ready instantly 📺 Media processing workloads are time-sensitive 📦 ML inference needs low-latency, high-throughput disk access By provisioning initialization rates, you reduce startup delays and ensure consistent performance across containers. Define EBS volume attributes (size, type, IOPS, throughput). Attach volume to ECS task using a snapshot (snapshot-id). Specify the initialization rate during provisioning. ECS ensures attached volumes are fully-performant on task launch. ✅ Amazon ECS on Fargate ✅ Amazon ECS on EC2 ✅ ECS Tasks and Services You can also set this rate in ECS Task Definitions or Service Configurations, making it easy to standardize performance across deployments. This update from AWS bridges the gap between fast EBS volume access and containerized workloads. If you’re building data-intensive, high-performance applications on ECS, it’s time to take advantage of predictable storage performance with Provisioned Rate Volume Initialization.  ( 4 min )
    Building a Simple Full-Stack Application with React Server Components
    React Server Components are an exciting new feature that allows for rendering components on the server, enabling faster initial page loads, improved SEO, and a better user experience. In this tutorial, we'll build a simple full-stack application that demonstrates how to integrate server components with a React frontend. To get started, we’ll need to create a new React project with server components enabled. First, set up your project using Create React App: npx create-react-app react-server-components-demo cd react-server-components-demo npm install react-server-dom Next, enable server-side rendering (SSR) and React Server Components in the project. You’ll need to configure webpack or use frameworks that support SSR, like Next.js. Create a new file called ServerComponent.js. This file wil…  ( 4 min )
    Common Use Cases for Button-Triggered Excel Macros
    Excel is a powerful tool for data management and analysis, but its capabilities can be significantly extended through the use of macros. By attaching these small programs to buttons on your worksheet, you can create interactive tools and automate repetitive tasks with a simple click. This transforms a static spreadsheet into a dynamic application. Here are some common and effective use cases for button-triggered Excel macros: Beyond standard formulas, macros allow you to build complex, multi-step calculators or tools tailored to specific needs. A button can initiate a series of calculations based on user inputs, potentially involving conditional logic, lookups across different sheets, or interactions with external data. Financial Calculators: Develop tools for loan amortization, investment…  ( 5 min )
    Finding A Mentor For My Web development journey
    Hi there.I just need a personalized mentor to help and assist me on this journey of becoming a fullstack developer. The thing is I barely know anything about coding or programming. I have grasped a little bit of HTML and CSS. I am really really passionate about doing this.  ( 3 min )
    HarmonyOS Next Game Development: From Creativity to Online
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in game development and summarize it based on actual development practices. Game development is an adventure full of creativity and challenges. In the world of HarmonyOS Next, with the help of Cangjie language, this adventure becomes even more exciting.Next, let’s walk through the entire process from game creative conception to final launch. At the starting point of game development, creativity is the key.We envision an adventure game that combines strategy and action elements, where players play heroes in a fantasy world, need to explore mysterious maps, collect resources, fight monsters and solve puzzles.The game adopts an open map design, where players can explore freely, trigger various random eve…  ( 5 min )
    HarmonyOS Next Smart Office Application Development Practice
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system in the development of intelligent office applications and summarize them based on actual development practices. In the wave of digital office, smart office applications have become a key tool to improve work efficiency.Today, we will start a journey of developing smart office applications with the help of HarmonyOS Next and Cangjie language to see how to make office more efficient and convenient. Smart office applications are designed to meet the diverse needs of modern offices in one stop.First of all, the document editing function. To realize basic word processing and formatting, it is best to support real-time collaborative editing for multiple people, just as convenient as everyone writes on the s…  ( 5 min )
    HarmonyOS Next and Cangjie Language: The Future of Collaborative Development
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. At the moment of rapid development of technology, HarmonyOS Next and Cangjie Language are like a pair of close-knit partners, working together to make great strides in the technology journey.The coordinated development between them not only brings a new experience to developers, but also paints a colorful picture for the future intelligent ecology.Today, let’s discuss in depth the wonderful journey of the coordinated development of the two and the hopeful future. With its powerful distributed capabilities and new system architecture, HarmonyOS Next provides a broad stage for the implementation of Cangjie language.Cangjie Language has become a p…  ( 6 min )
    HarmonyOS Next Intelligent Upgrade: Unlimited Possibilities Empowered by IDE AI
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. In the development process of HarmonyOS Next, AI technology is like injecting super energy into development tools, allowing development efficiency and experience to achieve a qualitative leap.Among them, the AI ​​empowerment of IDE has brought unprecedented changes, just like equip developers with an omnipotent intelligent assistant.Next, let’s explore this AI empowerment world full of infinite possibilities. Today, mainstream IDE environments are actively introducing AI technology, which has become a major trend in the software development field.In Android and iOS development, AI-assisted programming has gradually emerged, but HarmonyOS Next's…  ( 5 min )
    How to Create a Clickable Button in SwiftUI Form on macOS?
    Introduction Creating a user-friendly interface is essential in any application. When working with SwiftUI, you may want to enhance the usability of forms, particularly in a macOS application. In this guide, we will explore how to modify a grouped-styled Form to make a button that spans the entire row, allowing for smoother interaction. Our example involves managing a list of names, where we want the "New Person" button to be fully clickable, similar to List buttons in iOS. Understanding the Issue In SwiftUI, when you use a basic Button within a Form, it might not visually match the expected behavior found in List. Users often expect a row to be clickable throughout, not just the button area. To achieve a consistent feel with the functionality provided by NavigationLink, we need to use an …  ( 4 min )
    How to Convert Union Type to Enum in TypeScript
    Introduction If you're working with TypeScript, you might encounter a situation where you want to convert a union type into an enum for better organization and type safety. This is a common challenge, especially when trying to improve the maintainability of your code. In this article, we will illustrate how to achieve this conversion using clear examples. Understanding Union Types in TypeScript Union types in TypeScript allow you to define a variable that can hold one of several types. For example, consider the union type status: type status = 'start' | 'loading' | 'stop'; This means that any variable of type status can only be assigned one of those three string values: 'start', 'loading', or 'stop'. However, using union types can sometimes lead to a lack of organization, especially in la…  ( 4 min )
    Databricks
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    Keycloak and Spring Boot: The Ultimate Guide to Implementing Single Sign-On
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    K8s basic for dev!
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    How to Test Dart Function Assertion Errors Gracefully?
    Introduction When developing applications in Dart, handling unexpected inputs gracefully is crucial to maintain stability and facilitate debugging. In this article, we will explore how to implement a function that leverages assertions and null returns effectively. We’ll also cover how to test for both assertion errors and expected null returns in production mode. The function we’ll discuss, foo, uses assertions to catch errors during development but ensures backward compatibility by returning null for unexpected values in production. Here’s the function: int? foo(int value) { if (value 5) { return null; // null is returned in some non-error cases } retu…  ( 5 min )
    🐳 What is Docker? A Beginner-Friendly Breakdown
    If you're new to containerization or just want a clear understanding of Docker, you're in the right place. In this post, we’ll walk through the what, why, and how of Docker in a simple, no-fluff format. 📦 What is Docker? Docker is an open-source platform that makes it easier to build, ship, and run applications using containers. A container is a lightweight, portable package that includes everything your app needs to run: source code, libraries, dependencies, and environment variables — all bundled together. Think of it like a “super zip file” that runs your code the same way on any machine. 🤔 Why Was Docker Needed? Before Docker, developers faced the classic: "It works on my machine" 😤 Apps would break when moving between dev, test, and prod environments due to OS differences, miss…  ( 4 min )
    Why Your API Strategy Fails Without a Proper Data Model
    Let’s talk about something that’s been bugging me for years: the disconnect between how we design APIs and how we manage data. We throw around phrases like “API-first” and “decoupled architecture” like they’re magic spells. And yeah—they’re important. But too often, API-first ends up being endpoint-first... and model-later (or never). That’s a problem. A big one. 🎯 The Problem with Endpoint-First Thinking I’ve been on projects where we had beautifully documented APIs. Swagger UI, OpenAPI specs, even good versioning. But behind the scenes? No consistency across services Fields named three different ways depending on the team No central data structure—just whatever someone came up with on the fly Eventually, we were duct-taping together integrations and trying to reverse-engineer payloa…  ( 4 min )
    Começando minha jornada dev 🚀
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    I get the following error when trying to run "node server.js" for initial testing: "throw new Error('Neither apiKey nor config.authenticator provided');". My .env file has the correct STRIPE_SECRET and the key is being loaded correctly. Any ideas?
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    MCP Security: Tr-tr-tr-tricky, tricky, tricky
    The GitHub MCP Server looked like the perfect fit for a project I am working on. Connecting to the GitHub MCP from VSCode was actually not super tricky, but I do see some risks that will make securing MCP systems less than easy. I’ll walk through the process of adding this MCP server and some of the risks we will want to think about. Here are the official instructions from GitHub- https://github.com/github/github-mcp-server. I ended up using the manual install option and choosing to run it in Docker. You’ll go into user preferences and add this into Preferences: Open User Settings (JSON), replacing the personal access token with your own. { "mcp": { "inputs": [ { "type": "promptString", "id": "github_token", "description": "GitHub Personal Access Token",…  ( 5 min )
    How to Embed Web Manifest Data Directly in JavaScript?
    When porting a website to HTML, you might encounter issues when your JavaScript tries to access files like a web manifest and is blocked by CORS policies. If you're in a situation where you have the data for manifest.webmanifest, you may wonder how to incorporate that data directly into your JavaScript without the need for an external file. Let's explore the reasons behind CORS restrictions and provide step-by-step solutions to embed the manifest data. Understanding CORS and Its Impact CORS, or Cross-Origin Resource Sharing, is a security feature implemented by browsers that restricts web pages from making requests to a different domain than the one that served the web page. This helps prevent malicious actions but can be a hurdle during local development or when porting sites. If you're f…  ( 4 min )
    Mastering Go Concurrency Primitives: A Practical Guide
    1. Intro: Why Go Concurrency Primitives Matter Go’s concurrency model is a developer’s dream—goroutines and channels make parallel programming feel effortless. But in the real world, they’re not always enough. Enter the sync package: a toolkit of concurrency primitives like Mutex, RWMutex, WaitGroup, and sync.Pool that can turbocharge performance or save you from subtle bugs. If you’ve got 1-2 years of Go under your belt, you’re probably comfy with goroutines and channels. But when faced with a high-traffic web server or a tricky task scheduler, questions creep in: Should I use Mutex or RWMutex? Does sync.Pool really help? Pick wrong, and your app’s performance tanks. In this guide, we’ll break down these primitives with benchmarks, real-world tips, and a handy selection cheat sheet. I’l…  ( 7 min )
  • Open

    Dogecoin active addresses surge by 528% — Will DOGE price follow?
    Key Takeaways: Dogecoin's active addresses surged 528% to 469,477. DOGE’s futures open interest rose 70% to $1.65 billion, indicating strong speculative interest. On May 13, Dogecoin (DOGE) witnessed a staggering 528% increase in active addresses, soaring from 74,640 to 469,477, signaling robust network activity and growing investor interest. This surge followed an update to 21Shares’ filing for a spot Dogecoin ETF, receiving acknowledgement from the US Securities and Exchange Commission (SEC). The financial services firm confirmed the development on X on May 14. Dogecoin active addresses. Source: Glassnode The filing, which aims to track DOGE’s price, aligns with similar efforts by Bitwise and Grayscale, hinting at potential mainstream adoption. This news fueled market optimism, leadi…
    Dogecoin active addresses surge by 528% — Will DOGE price follow?
    Key Takeaways: Dogecoin's active addresses surged 528% to 469,477. DOGE’s futures open interest rose 70% to $1.65 billion, indicating strong speculative interest. On May 13, Dogecoin (DOGE) witnessed a staggering 528% increase in active addresses, soaring from 74,640 to 469,477, signaling robust network activity and growing investor interest. This surge followed an update to 21Shares’ filing for a spot Dogecoin ETF, receiving acknowledgement from the US Securities and Exchange Commission (SEC). The financial services firm confirmed the development on X on May 14. Dogecoin active addresses. Source: Glassnode The filing, which aims to track DOGE’s price, aligns with similar efforts by Bitwise and Grayscale, hinting at potential mainstream adoption. This news fueled market optimism, leadi…
    Here’s what happened in crypto today
    Today in crypto, a CFTC commissioner is set to become the next CEO of the crypto advocacy group Blockchain Association. Meanwhile, banking giant UBS reports that high-net-worth clients in Asia are shifting away from US dollar assets in favor of gold, crypto, and Chinese markets. Elsewhere, Twenty One Capital has received a $458.7 million injection in Bitcoin from Tether. CFTC commissioner will step down to become Blockchain Association CEO Summer Mersinger, one of four commissioners currently serving at the US financial regulatory body Commodity Futures Trading Commission (CFTC), will become the next CEO of the digital asset advocacy group the Blockchain Association (BA). In a May 14 notice, the Blockchain Association said its current CEO, Kristin Smith, would step down for Mersinger on M…
    3 reasons why Ethereum price could rally to $5,000 in 2025
    Key takeaways: A longer-term ETH price rally is dependent on SEC approval of in-kind ETF creation and staking to attract more investors. AI adoption and Ethereum layer-2 growth must drive onchain activity to restore the network’s deflationary burn mechanism. Ether (ETH) surged 43.6% between May 7 and May 14, but its current price of $2,600 still falls short of the 2021 peak of $4,868. Some analysts argue that the current bullish momentum is “just the beginning of a much larger and aggressive uptrend,” raising the likelihood of a near-term rally to $5,000. However, the catalysts for a new ETH all-time high in 2025 remain uncertain, particularly in the face of intensifying competition. Source: X/AdrianoFeria According to X user AdrianoFeria, ETH is “the best candidate for institutional d…
    3 reasons why Ethereum price could rally to $5,000 in 2025
    Key takeaways: A longer-term ETH price rally is dependent on SEC approval of in-kind ETF creation and staking to attract more investors. AI adoption and Ethereum layer-2 growth must drive onchain activity to restore the network’s deflationary burn mechanism. Ether (ETH) surged 43.6% between May 7 and May 14, but its current price of $2,600 still falls short of the 2021 peak of $4,868. Some analysts argue that the current bullish momentum is “just the beginning of a much larger and aggressive uptrend,” raising the likelihood of a near-term rally to $5,000. However, the catalysts for a new ETH all-time high in 2025 remain uncertain, particularly in the face of intensifying competition. Source: X/AdrianoFeria According to X user AdrianoFeria, ETH is “the best candidate for institutional d…
    Ethereum Foundation unveils security initiative to supplant legacy systems
    The Ethereum Foundation has launched a security initiative aimed at supporting the broader adoption of onchain technologies, according to a May 14 announcement. The effort is part of an ongoing push to strengthen Ethereum's role in programmable digital assets. Fredrik Svantes, a protocol security research lead, and Josh Stark from the Ethereum Foundation management team will be the initial co-chairs of the initiative. Three contributors to the Ethereum ecosystem — samczsun, Medhi Zerouali, and Zach Obront — will help guide the project. Called the Trillion Dollar Security Initiative, the effort seeks to analyze, improve, and communicate to Ethereum developers areas where security can be improved, including user experience, wallet security, smart contract security and infrastructure. Accordi…
    Ethereum Foundation unveils security initiative to supplant legacy systems
    The Ethereum Foundation has launched a security initiative aimed at supporting the broader adoption of onchain technologies, according to a May 14 announcement. The effort is part of an ongoing push to strengthen Ethereum's role in programmable digital assets. Fredrik Svantes, a protocol security research lead, and Josh Stark from the Ethereum Foundation management team will be the initial co-chairs of the initiative. Three contributors to the Ethereum ecosystem — samczsun, Medhi Zerouali, and Zach Obront — will help guide the project. Called the Trillion Dollar Security Initiative, the effort seeks to analyze, improve, and communicate to Ethereum developers areas where security can be improved, including user experience, wallet security, smart contract security and infrastructure. Accordi…
    Bitfarms clocks $36M net loss amid shift from Bitcoin mining to AI
    Bitfarms clocked a first-quarter net loss of $36 million, widening from a $6 million loss in the same period a year earlier, as the Bitcoin miner pivots from mining to high-performance computing for artificial intelligence applications.  The miner posted $67 million in sales for the quarter ended March 31, up 33% from the year prior. However, gross profit margin for Bitfarm’s mining operations declined to 43% from 63% year-over-year, the company said in its first quarter earnings release.  The lower margins reflect pressure from Bitcoin’s (BTC) April 2024 “halving” as well as volatility in Bitcoin’s price. Halvings occur every four years and cut the number of BTC mined per block in half, reducing Bitcoin miners’ profitability.  In the first quarter of 2025, Bitcoin’s spot price swung from …
    Bitfarms clocks $36M net loss amid shift from Bitcoin mining to AI
    Bitfarms clocked a first-quarter net loss of $36 million, widening from a $6 million loss in the same period a year earlier, as the Bitcoin miner pivots from mining to high-performance computing for artificial intelligence applications.  The miner posted $67 million in sales for the quarter ended March 31, up 33% from the year prior. However, gross profit margin for Bitfarm’s mining operations declined to 43% from 63% year-over-year, the company said in its first quarter earnings release.  The lower margins reflect pressure from Bitcoin’s (BTC) April 2024 “halving” as well as volatility in Bitcoin’s price. Halvings occur every four years and cut the number of BTC mined per block in half, reducing Bitcoin miners’ profitability.  In the first quarter of 2025, Bitcoin’s spot price swung from …
    New York has 'outsized role to play' in crypto ecosystem — State regulator head
    Adrienne Harris, the head of the New York State Department of Financial Services (NYDFS), said New York has an “outsized role to play” in the crypto ecosystem, particularly in shaping regulatory frameworks for digital assets. During a panel on May 14 at Consensus 2025 in Toronto, she said the NY estate is frequently asked to provide guidance on regulators. “With respect to federal regulation and legislation [...] members of Congress are often coming to us [NYDFS] asking about our process, about our regulations, about guidance, how they should be thinking about legislation,” Harris said. Interview with Adrienne Harris (pictured left). Source: Cointelegraph According to Harris, the NYDFS was “unnecessarily tough” and lacked resources in the past. Now, under her purview, she said the NYDFS i…
    New York has 'outsized role to play' in crypto ecosystem — State regulator head
    Adrienne Harris, the head of the New York State Department of Financial Services (NYDFS), said New York has an “outsized role to play” in the crypto ecosystem, particularly in shaping regulatory frameworks for digital assets. During a panel on May 14 at Consensus 2025 in Toronto, she said the NY estate is frequently asked to provide guidance on regulators. “With respect to federal regulation and legislation [...] members of Congress are often coming to us [NYDFS] asking about our process, about our regulations, about guidance, how they should be thinking about legislation,” Harris said. Interview with Adrienne Harris (pictured left). Source: Cointelegraph According to Harris, the NYDFS was “unnecessarily tough” and lacked resources in the past. Now, under her purview, she said the NYDFS i…
    Crypto execs flock to DC to support Senate stablecoin bill
    Crypto founders headed to Washington, DC, to meet with lawmakers ahead of another expected vote on a stablecoin bill that initially failed in the Senate, according to Coinbase CEO Brian Armstrong. In a May 14 X post from the US Capitol rotunda, Armstrong said as many as “60 [crypto] founders” had gathered in DC to support the Guiding and Establishing National Innovation for US Stablecoins, or GENIUS Act, being considered in the Senate and a draft of the market structure bill moving through the House of Representatives. The Coinbase CEO said the Senate could consider another vote on the GENIUS Act “hopefully tomorrow” after it failed to get enough support from Democrats on May 8. “Like any good negotiation, there’s a lot of details to work out at the last minute, but we’ve been stressing …
    Crypto execs flock to DC to support Senate stablecoin bill
    Crypto founders headed to Washington, DC, to meet with lawmakers ahead of another expected vote on a stablecoin bill that initially failed in the Senate, according to Coinbase CEO Brian Armstrong. In a May 14 X post from the US Capitol rotunda, Armstrong said as many as “60 [crypto] founders” had gathered in DC to support the Guiding and Establishing National Innovation for US Stablecoins, or GENIUS Act, being considered in the Senate and a draft of the market structure bill moving through the House of Representatives. The Coinbase CEO said the Senate could consider another vote on the GENIUS Act “hopefully tomorrow” after it failed to get enough support from Democrats on May 8. “Like any good negotiation, there’s a lot of details to work out at the last minute, but we’ve been stressing …
    VanEck launches 'Onchain Economy' ETF
    VanEck has launched a new actively managed exchange-traded fund (ETF) designed to invest in stocks and financial instruments offering exposure to the digital economy, the asset manager said on May 14. The VanEck Onchain Economy ETF (NODE) is listed on the Cboe exchange and aims to provide investors with broad exposure to companies operating in the blockchain ecosystem, including crypto miners, exchanges, infrastructure providers, and crypto-oriented financial technology platforms, VanEck said in a press release.  The NODE ETF will also “consider any company that has clearly communicated plans to engage in this space, as evidenced through public filings, earnings calls or investor materials,” VanEck said. Additionally, the fund, which will be actively managed, may also invest in crypto-rela…
    VanEck launches 'Onchain Economy' ETF
    VanEck has launched a new actively managed exchange-traded fund (ETF) designed to invest in stocks and financial instruments offering exposure to the digital economy, the asset manager said on May 14. The VanEck Onchain Economy ETF (NODE) is listed on the Cboe exchange and aims to provide investors with broad exposure to companies operating in the blockchain ecosystem, including crypto miners, exchanges, infrastructure providers, and crypto-oriented financial technology platforms, VanEck said in a press release.  The NODE ETF will also “consider any company that has clearly communicated plans to engage in this space, as evidenced through public filings, earnings calls or investor materials,” VanEck said. Additionally, the fund, which will be actively managed, may also invest in crypto-rela…
    Price predictions 5/14: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: Bitcoin remains above $100,000, but buyers are struggling to sustain prices above $105,000. Strong altcoin performances suggest an altseason has started. Bitcoin (BTC) is trading above $103,000, with buyers attempting to drive the price to the all-time high of $109,588. Research firm Santiment said in a post on X that Bitcoin whales and sharks, holding 10 to 10,000 Bitcoin, accumulated 83,105 Bitcoin in the past 30 days, suggesting that “it may be a matter of time” before Bitcoin's all-time high is taken out. Along with Bitcoin, analysts are also gradually turning positive on altcoins. A host of factors, such as falling Bitcoin and USDT dominance and a rally in select altcoins, suggest that an altcoin season may be around the corner. Crypto market data daily view. Source: Co…
    Price predictions 5/14: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: Bitcoin remains above $100,000, but buyers are struggling to sustain prices above $105,000. Strong altcoin performances suggest an altseason has started. Bitcoin (BTC) is trading above $103,000, with buyers attempting to drive the price to the all-time high of $109,588. Research firm Santiment said in a post on X that Bitcoin whales and sharks, holding 10 to 10,000 Bitcoin, accumulated 83,105 Bitcoin in the past 30 days, suggesting that “it may be a matter of time” before Bitcoin's all-time high is taken out. Along with Bitcoin, analysts are also gradually turning positive on altcoins. A host of factors, such as falling Bitcoin and USDT dominance and a rally in select altcoins, suggest that an altcoin season may be around the corner. Crypto market data daily view. Source: Co…
    These five crypto figures vanished, died or fooled us all
    Zerebro developer Jeffy Yu has been found alive at his parents’ home in San Francisco, days after faking his suicide on a livestream that launched a supposed posthumous memecoin past $100 million. Yu’s case isn’t the first time crypto has blurred the line between real death, faked death and something in between.  From missing founders to sealed caskets, the industry has a long history of exits that left behind more questions than closure. Here are five unsettling cases — real, staged or unresolved — that continue to haunt the crypto world. 1. Jeffy Yu faked his death, then his crypto pumped A clip of Yu broadcasting his “suicide” circulated on May 4. The video showed him smoking a cigarette before pulling the trigger, then the camera dropped. Hours later, a scheduled social media post anno…
    These five crypto figures vanished, died or fooled us all
    Zerebro developer Jeffy Yu has been found alive at his parents’ home in San Francisco, days after faking his suicide on a livestream that launched a supposed posthumous memecoin past $100 million. Yu’s case isn’t the first time crypto has blurred the line between real death, faked death and something in between.  From missing founders to sealed caskets, the industry has a long history of exits that left behind more questions than closure. Here are five unsettling cases — real, staged or unresolved — that continue to haunt the crypto world. 1. Jeffy Yu faked his death, then his crypto pumped A clip of Yu broadcasting his “suicide” circulated on May 4. The video showed him smoking a cigarette before pulling the trigger, then the camera dropped. Hours later, a scheduled social media post anno…
    Bitcoin bulls aim for new all-time highs by next week as capital inflows soar
    Key Takeaways: Bitcoin’s realized cap has grown by $30 billion since April 20, reflecting steady investor confidence and new capital inflows. A Bitcoin price consolidation pattern forecasts a potential 10% breakout by next week. Bitcoin (BTC) continues to show strong bullish momentum as fresh capital inflows signal potential new price highs in the coming week. In an X post, Glassnode reported that Bitcoin’s Realized Cap, which measures the total value of BTC based on the price at which each coin last moved, grew by $30 billion since April 20, growing at a 3% monthly rate in May. The current realized cap is $900 billion. Bitcoin Realize cap. Source: Glassnode Though slower than the 8% spike in late 2024 when BTC hit $93,000, this growth reflects steady investor confidence and new capita…
    Bitcoin bulls aim for new all-time highs by next week as capital inflows soar
    Key Takeaways: Bitcoin’s realized cap has grown by $30 billion since April 20, reflecting steady investor confidence and new capital inflows. A Bitcoin price consolidation pattern forecasts a potential 10% breakout by next week. Bitcoin (BTC) continues to show strong bullish momentum as fresh capital inflows signal potential new price highs in the coming week. In an X post, Glassnode reported that Bitcoin’s Realized Cap, which measures the total value of BTC based on the price at which each coin last moved, grew by $30 billion since April 20, growing at a 3% monthly rate in May. The current realized cap is $900 billion. Bitcoin Realize cap. Source: Glassnode Though slower than the 8% spike in late 2024 when BTC hit $93,000, this growth reflects steady investor confidence and new capita…
    Canada 'got it wrong' labeling stablecoins securities — NDAX exec
    Tanim Rasul, chief operating officer at Canadian crypto exchange NDAX, said Canada “got it wrong” categorizing stablecoins as securities in 2022, and the country needs to realize that every other regulatory regime is looking at stablecoins as payment instruments. Rasul made the remarks during a panel on May 13 at the Blockchain Futurist Conference in Toronto, pointing to Europe's crypto regulatory framework as a model for Canada to consider: “I’m sure the regulators are wondering if this was the right choice to approach stablecoins as a security. […] I would just say, look at MiCA, look at the way they’re approaching stablecoins. It’s a payment instrument. It should be regulated as such.” The Canadian Securities Administrators (CSA) classified stablecoins as “securities and/or derivatives”…
    Canada 'got it wrong' labeling stablecoins securities — NDAX exec
    Tanim Rasul, chief operating officer at Canadian crypto exchange NDAX, said Canada “got it wrong” categorizing stablecoins as securities in 2022, and the country needs to realize that every other regulatory regime is looking at stablecoins as payment instruments. Rasul made the remarks during a panel on May 13 at the Blockchain Futurist Conference in Toronto, pointing to Europe's crypto regulatory framework as a model for Canada to consider: “I’m sure the regulators are wondering if this was the right choice to approach stablecoins as a security. […] I would just say, look at MiCA, look at the way they’re approaching stablecoins. It’s a payment instrument. It should be regulated as such.” The Canadian Securities Administrators (CSA) classified stablecoins as “securities and/or derivatives”…
    How high can XRP price go?
    Key takeaways: XRP has surged 65% in a month, with technicals pointing to another 45% rally. Liquidation heatmap shows $2.68 as key resistance; a breakout could drive price toward $2.87 Symmetrical triangle patterns suggest long-term targets of $5.24 and even $17, based on Fibonacci projections. XRP (XRP) has surged 65% in a month, rebounding from a $1.61 low to $2.65 by May 14, driven by whale accumulation and easing US-China trade tensions. XRP/USD daily price chart. Source: TradingView How high can XRP’s price go from here? Let’s examine. XRP rising wedge hints at 45% rally next XRP has broken out of a multimonth falling wedge pattern, aiming for a potential upside target near $3.69 by June, up around 45% from the current price levels. XRP/USD three-day price chart. Source: Tradin…
    How high can XRP price go?
    Key takeaways: XRP has surged 65% in a month, with technicals pointing to another 45% rally. Liquidation heatmap shows $2.68 as key resistance; a breakout could drive price toward $2.87 Symmetrical triangle patterns suggest long-term targets of $5.24 and even $17, based on Fibonacci projections. XRP (XRP) has surged 65% in a month, rebounding from a $1.61 low to $2.65 by May 14, driven by whale accumulation and easing US-China trade tensions. XRP/USD daily price chart. Source: TradingView How high can XRP’s price go from here? Let’s examine. XRP rising wedge hints at 45% rally next XRP has broken out of a multimonth falling wedge pattern, aiming for a potential upside target near $3.69 by June, up around 45% from the current price levels. XRP/USD three-day price chart. Source: Tradin…
    Bitcoin breakout to $120K on radar as markets forget Fed July rate cut
    Key points: Bitcoin continues to range around $103,000 as bulls struggle to keep upside momentum going. Traders favor short-term BTC price gains eventually returning, while overall faith in the bull market varies. Fed rate cuts seem increasingly far off despite encouraging inflation data. Bitcoin (BTC) hugged familiar territory around the May 14 Wall Street open as traders awaited fresh US macro cues. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Trader: BTC needs $108,000 reclaim for breakout Data from Cointelegraph Markets Pro and TradingView showed $103,000 remaining a BTC price magnet. Bulls had managed another trip to $105,000 the day prior, with momentum nonetheless lacking after brisk gains throughout the first half of the month. Now, traders eyed consolidation prior …
    Bitcoin breakout to $120K on radar as markets forget Fed July rate cut
    Key points: Bitcoin continues to range around $103,000 as bulls struggle to keep upside momentum going. Traders favor short-term BTC price gains eventually returning, while overall faith in the bull market varies. Fed rate cuts seem increasingly far off despite encouraging inflation data. Bitcoin (BTC) hugged familiar territory around the May 14 Wall Street open as traders awaited fresh US macro cues. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Trader: BTC needs $108,000 reclaim for breakout Data from Cointelegraph Markets Pro and TradingView showed $103,000 remaining a BTC price magnet. Bulls had managed another trip to $105,000 the day prior, with momentum nonetheless lacking after brisk gains throughout the first half of the month. Now, traders eyed consolidation prior …
    CFTC commissioner will step down to become Blockchain Association CEO
    Update (May 14 at 6:58 pm UTC): This article has been updated to include comments from the Blockchain Association. Summer Mersinger, one of four commissioners currently serving at the US financial regulatory body Commodity Futures Trading Commission (CFTC), will become the next CEO of the digital asset advocacy group the Blockchain Association (BA).  In a May 14 notice, the Blockchain Association said its current CEO, Kristin Smith, would step down for Mersinger on May 16, allowing an interim head of the group to work until the CFTC commissioner assumes the role on June 2. Though her term at the CFTC was expected to last until April 2028, the BA said Mersinger is set to leave the agency on May 30. The departure of Mersinger, who has served in one of the CFTC’s Republican seats since 2022, …
    CFTC Commissioner will step down to become Blockchain Association CEO
    Summer Mersinger, one of four commissioners currently serving at the US financial regulatory body Commodity Futures Trading Commission (CFTC), will become the next CEO of the digital asset advocacy group the Blockchain Association (BA).  In a May 14 notice, the Blockchain Association said its current CEO, Kristin Smith, would be stepping down for Mersinger on May 16, allowing an interim head of the group to work until the CFTC commissioner assumes the role on June 2. Though her term at the CFTC was expected to last until April 2028, the Association said Mersinger is set to leave the agency on May 30. The departure of Mersinger, who has served in one of the CFTC’s Republican seats since 2022, opens the way for President Donald Trump to nominate another member to the financial regulator. Rules require that no more than three commissioners belong to the same political party.  Like the Securities and Exchange Commission, the CFTC is one of the significant US financial regulators whose policies impact digital assets. Lawmakers in Congress are currently working to pass a market structure bill to clarify the roles each agency could take in overseeing and regulating crypto. This is a developing story, and further information will be added as it becomes available.
    The facet of TradFi most ripe for disruption is equities
    Opinion by: Mike Cahill, co-founder and CEO of Douro Labs Despite the institutional frenzy around crypto and the ubiquitous narrative of democratized access to investing, most of the world population is still barred from traditional wealth-building.  Take the US, for example — here, the top 10% of earners own more than 90% of all stocks. On a global scale, it gets even worse: Billions of individuals don’t have the financial literacy, digital tools or minimum funds required to even access the most basic investment opportunities.  Traditional institutions must do more than just invest in crypto to ameliorate this disparity — they must start employing digital assets for new use cases altogether.  The facet of TradFi that is most ripe for disruption is equities. Investing in shares of private …
    The facet of TradFi most ripe for disruption is equities
    Opinion by: Mike Cahill, co-founder and CEO of Douro Labs Despite the institutional frenzy around crypto and the ubiquitous narrative of democratized access to investing, most of the world population is still barred from traditional wealth-building.  Take the US, for example — here, the top 10% of earners own more than 90% of all stocks. On a global scale, it gets even worse: Billions of individuals don’t have the financial literacy, digital tools or minimum funds required to even access the most basic investment opportunities.  Traditional institutions must do more than just invest in crypto to ameliorate this disparity — they must start employing digital assets for new use cases altogether.  The facet of TradFi that is most ripe for disruption is equities. Investing in shares of private …
    French minister to meet crypto firms after kidnapping attempt
    The French interior minister reportedly plans to meet cryptocurrency professionals in the aftermath of a violent kidnapping attempt on the family of a crypto exchange executive in Paris. According to a May 14 France24 report, Interior Minister Bruno Retailleau has invited crypto professionals to meet him after a brazen attempt to kidnap the daughter and grandson of Pierre Noizat, the co-founder and CEO of French crypto exchange Paymium. ”I will assemble businesspeople working in cryptocurrencies, and we have a few of those in France, at the interior ministry to work with them on their security,” Retailleau reportedly told the Europe 1/CNews broadcaster. On May 13, three masked men attacked Noizat’s daughter while she was walking in Paris’ 11th district with a man and her son. The attackers…
    French minister to meet crypto firms after kidnapping attempt
    The French interior minister reportedly plans to meet cryptocurrency professionals in the aftermath of a violent kidnapping attempt on the family of a crypto exchange executive in Paris. According to a May 14 France24 report, Interior Minister Bruno Retailleau has invited crypto professionals to meet him after a brazen attempt to kidnap the daughter and grandson of Pierre Noizat, the co-founder and CEO of French crypto exchange Paymium. ”I will assemble businesspeople working in cryptocurrencies, and we have a few of those in France, at the interior ministry to work with them on their security,” Retailleau reportedly told the Europe 1/CNews broadcaster. On May 13, three masked men attacked Noizat’s daughter while she was walking in Paris’ 11th district with a man and her son. The attackers…
    Ethereum retakes 10% market share, but ETH bulls shouldn't celebrate yet
    Key takeaways: Ethereum’s market dominance has hit overbought RSI levels not seen since May 2021, historically followed by major pullbacks. ETH/USD is showing a bearish divergence on the four-hour chart, hinting at a potential 10–15% price correction. Despite the near-term risks, some analysts view a pullback as a “buy-the-dip” setup before a possible move toward $3,500–$3,800. Ether (ETH) has surged over 50% month-to-date in May, vastly outperforming the broader crypto market’s 15.25% gain. The rally has pushed Ethereum’s market dominance (ETH.D) toward the critical 10% threshold for the first time since March. But the rising dominance accompanies signs of overheating, indicating that Ethereum bulls should not celebrate the rally just yet. Ether’s RSI most overextended since May 2021 …
    Ethereum retakes 10% market share, but ETH bulls shouldn't celebrate yet
    Key takeaways: Ethereum’s market dominance has hit overbought RSI levels not seen since May 2021, historically followed by major pullbacks. ETH/USD is showing a bearish divergence on the four-hour chart, hinting at a potential 10–15% price correction. Despite the near-term risks, some analysts view a pullback as a “buy-the-dip” setup before a possible move toward $3,500–$3,800. Ether (ETH) has surged over 50% month-to-date in May, vastly outperforming the broader crypto market’s 15.25% gain. The rally has pushed Ethereum’s market dominance (ETH.D) toward the critical 10% threshold for the first time since March. But the rising dominance accompanies signs of overheating, indicating that Ethereum bulls should not celebrate the rally just yet. Ether’s RSI most overextended since May 2021 …
    Top South Korean presidential hopefuls support legalizing Bitcoin ETFs
    South Korea could soon follow Hong Kong in legalizing spot Bitcoin exchange-traded funds (ETFs), as the country’s top presidential candidates have expressed pro-crypto positions. Still, some industry observers remain cautious about the likelihood of near-term regulatory change. “All three major South Korean presidential candidates support #Bitcoin ETFs and institutional investment,” Ki Young Ju, the founder and CEO of onchain data platform CryptoQuant, wrote in a May 14 X post. Currently, Bitcoin ETFs and institutional crypto investments are banned in South Korea, meaning that “100% [of the] volume comes from retail,” Ju added. From left: Democratic Party of Korea presidential candidate Lee Jae-myung, People Power Party presidential candidate Kim Moon-soo and New Reform Party presidentia…
    Top South Korean presidential hopefuls support legalizing Bitcoin ETFs
    South Korea could soon follow Hong Kong in legalizing spot Bitcoin exchange-traded funds (ETFs), as the country’s top presidential candidates have expressed pro-crypto positions. Still, some industry observers remain cautious about the likelihood of near-term regulatory change. “All three major South Korean presidential candidates support #Bitcoin ETFs and institutional investment,” Ki Young Ju, the founder and CEO of onchain data platform CryptoQuant, wrote in a May 14 X post. Currently, Bitcoin ETFs and institutional crypto investments are banned in South Korea, meaning that “100% [of the] volume comes from retail,” Ju added. From left: Democratic Party of Korea presidential candidate Lee Jae-myung, People Power Party presidential candidate Kim Moon-soo and New Reform Party presidentia…
    Decentralized OORT AI data hits top ranks on Google Kaggle
    An artificial intelligence training image data set developed by decentralized AI solution provider OORT has seen considerable success on Google’s platform Kaggle. OORT’s Diverse Tools Kaggle data set listing was released in early April; since then, it has climbed to the first page in multiple categories. Kaggle is a Google-owned online platform for data science and machine learning competitions, learning and collaboration. Ramkumar Subramaniam, core contributor at crypto AI project OpenLedger, told Cointelegraph that “a front-page Kaggle ranking is a strong social signal, indicating that the data set is engaging the right communities of data scientists, machine learning engineers and practitioners.“ Max Li, founder and CEO of OORT, told Cointelegraph that the firm “observed promising enga…
    Decentralized OORT AI data hits top ranks on Google Kaggle
    An artificial intelligence training image data set developed by decentralized AI solution provider OORT saw considerable success on Google’s platform Kaggle. OORT’s Diverse Tools Kaggle data set listing was released in early April; since then, it has climbed to the first page in multiple categories. Kaggle is a Google-owned online platform for data science and machine learning competitions, learning and collaboration. Ramkumar Subramaniam, core contributor at crypto AI project OpenLedger, told Cointelegraph that “a front-page Kaggle ranking is a strong social signal, indicating that the data set is engaging the right communities of data scientists, machine learning engineers and practitioners.“ Max Li, founder and CEO of OORT, told Cointelegraph that the firm “observed promising engagemen…
    Bitcoin more of a ‘diversifier’ than safe-haven asset: Report
    Bitcoin’s fluctuating correlation with US equities is raising questions about its role as a global safe-haven asset during periods of financial stress. Bitcoin (BTC) exhibited a strong negative correlation with the US stock market when analyzing the short-term, seven-day trailing correlation, according to new research from blockchain data provider RedStone Oracles, shared exclusively with Cointelegraph. Bitcoin, S&P 500, 7-day rolling correlation. Source: Redstone Oracles However, RedStone said that the 30-day indicator signals a “variable correlation” between Bitcoin price and the S&P 500 index, with the correlation coefficient ranging from -0.2 to 0.4. This fluctuating correlation suggests that Bitcoin “doesn’t consistently function as a true hedge for equities” due to its lack of a stro…
    Bitcoin more of a ‘diversifier’ than safe-haven asset: Report
    Bitcoin’s fluctuating correlation with US equities is raising questions about its role as a global safe-haven asset during periods of financial stress. Bitcoin (BTC) exhibited a strong negative correlation with the US stock market when analyzing the short-term, seven-day trailing correlation, according to new research from blockchain data provider RedStone Oracles, shared exclusively with Cointelegraph. Bitcoin, S&P 500, 7-day rolling correlation. Source: Redstone Oracles However, RedStone said that the 30-day indicator signals a “variable correlation” between Bitcoin price and the S&P 500 index, with the correlation coefficient ranging from -0.2 to 0.4. This fluctuating correlation suggests that Bitcoin “doesn’t consistently function as a true hedge for equities” due to its lack of a stro…
    How to spot a fake crypto investment platform: 10 red flags
    Key takeaways Fake crypto investment platforms give themselves away in a few obvious ways. Many use fake reviews, incorrect contact information and unrealistic promises to lure you in. The best approach is a healthy dose of skepticism. Watching for these red flags will keep you safe while investing. The burgeoning cryptocurrency market, with its lack of centralized authority and a constant flow of inexperienced users, makes digital assets a prime target for scammers. Fake crypto investment platforms are a common scam method, masquerading as useful services for crypto traders. Before signing up for any crypto investment platform, it’s essential to learn the telltale signs of a scam.  This article will detail what to watch out for and how to verify if a crypto investment platform is legi…
    How to spot a fake crypto investment platform: 10 red flags
    Key takeaways Fake crypto investment platforms give themselves away in a few obvious ways. Many use fake reviews, incorrect contact information and unrealistic promises to lure you in. The best approach is a healthy dose of skepticism. Watching for these red flags will keep you safe while investing. The burgeoning cryptocurrency market, with its lack of centralized authority and a constant flow of inexperienced users, makes digital assets a prime target for scammers. Fake crypto investment platforms are a common scam method, masquerading as useful services for crypto traders. Before signing up for any crypto investment platform, it’s essential to learn the telltale signs of a scam.  This article will detail what to watch out for and how to verify if a crypto investment platform is legi…
    Strategy will beat all public equities with Bitcoin, analyst says
    Michael Saylor’s Strategy, the world’s largest corporate holder of Bitcoin, may become the top publicly traded equity one day, according to a Strategy analyst. Strategy will be the “number one publicly traded equity in the entire market” because of its future financial strength enabled with Bitcoin (BTC), Strategy analyst Jeff Walton predicted in the new Financial Times documentary, Michael Saylor’s $40 billion Bitcoin bet. The company currently holds about 568,840 Bitcoin, worth roughly $59 billion, and Walton said that advantage could push it past all other publicly listed firms in the future. “Strategy holds more of the best assets and the most pristine collateral on the entire planet than any other company, by multiples,” Walton said. Strategy raised $12 billion in 50 days The analys…
    Strategy will beat all public equities with Bitcoin, analyst says
    Michael Saylor’s Strategy, one of the world’s largest corporate holders of Bitcoin, could become the top publicly traded equity one day, according to a Strategy analyst. Strategy will be the “number one publicly traded equity in the entire market” because of its future financial strength enabled with Bitcoin (BTC), Strategy analyst Jeff Walton predicted in the new Financial Times documentary, Michael Saylor’s $40 billion Bitcoin bet. The company currently holds about 568,840 Bitcoin, worth roughly $59 billion, and Walton believes that advantage could push it past all other publicly listed firms in the future. “Strategy holds more of the best assets and the most pristine collateral on the entire planet than any other company, by multiples,” Walton said. Strategy raised $12 billion in 50 d…
    Kazakhstan to become ‘Central Asia’s crypto hub’ with reforms: Minister
    Kazakhstan has the potential to become a leading crypto hub in Central Asia if regulatory restrictions are eased, according to Kanysh Tuleushin, the country’s first vice minister of digital development, innovation and aerospace industry. In a recent op-ed for the Kazakhstanskaya Pravda newspaper, Tuleushin said digital mining and smart policy shifts could position Kazakhstan as a regional leader in blockchain innovation. “If all restrictions were lifted and digital asset trading was allowed across Kazakhstan, the impact could be significant,” he wrote.   “Kazakhstan might become Central Asia’s crypto hub,” Tuleushin added, suggesting that broader legalization and taxation could add hundreds of billions of the country’s tenge currency to the national budget. He called for nationwide crypto …
    Kazakhstan to become ‘Central Asia’s crypto hub’ with reforms: Minister
    Kazakhstan has the potential to become a leading crypto hub in Central Asia if regulatory restrictions are eased, according to Kanysh Tuleushin, the country’s first vice minister of digital development, innovation and aerospace industry. In a recent op-ed for the Kazakhstanskaya Pravda newspaper, Tuleushin said digital mining and smart policy shifts could position Kazakhstan as a regional leader in blockchain innovation. “If all restrictions were lifted and digital asset trading was allowed across Kazakhstan, the impact could be significant,” he wrote.   “Kazakhstan might become Central Asia’s crypto hub,” Tuleushin added, suggesting that broader legalization and taxation could add hundreds of billions of the country’s tenge currency to the national budget. He called for nationwide crypto …
    SEC delays Solana ETF as decisions for Polkadot, XRP loom
    The US Securities and Exchange Commission (SEC) has pushed back its decision on a proposed spot Solana exchange-traded fund (ETF), with the cryptocurrency industry now looking to the deadlines for the Polkadot and XRP-based ETFs in June. The SEC pushed its decision on listing Grayscale’s spot Solana (SOL) Trust ETF on the New York Stock Exchange (NYSE) to October 2025, according to a May 13 filing by the securities regulator. Delay on Grayscale’s Solana ETF. Source: SEC The decision came the week after the SEC delayed its ruling on Canary Capital’s Litecoin (LTC) ETF, Bloomberg Intelligence analyst James Seyffart wrote in a May 5 X post. Source: James Seyffart Spot ETFs are viewed as key drivers of liquidity and institutional adoption for digital assets. For Bitcoin (BTC), the US spot Bitc…
    SEC delays Solana ETF as decisions for Polkadot, XRP loom
    The US Securities and Exchange Commission (SEC) has pushed back its decision on a proposed spot Solana exchange-traded fund (ETF), with the cryptocurrency industry now looking to the deadlines for the Polkadot and XRP-based ETFs in June. The SEC pushed its decision on listing Grayscale’s spot Solana (SOL) Trust ETF on the New York Stock Exchange (NYSE) to October 2025, according to a May 13 filing by the securities regulator. Delay on Grayscale’s Solana ETF. Source: SEC The decision came the week after the SEC delayed its ruling on Canary Capital’s Litecoin (LTC) ETF, Bloomberg Intelligence analyst James Seyffart wrote in a May 5 X post. Source: James Seyffart Spot ETFs are viewed as key drivers of liquidity and institutional adoption for digital assets. For Bitcoin (BTC), the US spot Bitc…
    Asia’s wealthy shifting from US dollar to crypto, gold, China: UBS
    High-net-worth clients across Asia are gradually pivoting away from US dollar-based investments, favoring gold, cryptocurrencies and Chinese assets instead, according to financial services giant UBS Group. “Gold is getting very popular,” Amy Lo, the Swiss bank’s co-head of wealth management for Asia, said during Bloomberg’s New Voices event held in Hong Kong on May 13. She cited rising geopolitical uncertainty and persistent market volatility as primary factors behind the shift. Investors, traditionally concentrated in US-centric assets, are now seeking broader exposure across alternative asset classes, including crypto, commodities and other currencies. Lo said “volatility is definitely here to stay,” prompting clients to rebalance toward perceived safe havens and growth opportunities in …
    Asia’s wealthy shifting from US dollar to crypto, gold, China: UBS
    High-net-worth clients across Asia are gradually pivoting away from US dollar-based investments, favoring gold, cryptocurrencies and Chinese assets instead, according to financial services giant UBS Group. “Gold is getting very popular,” Amy Lo, the Swiss bank’s co-head of wealth management for Asia, said during Bloomberg’s New Voices event held in Hong Kong on May 13. She cited rising geopolitical uncertainty and persistent market volatility as primary factors behind the shift. Investors, traditionally concentrated in US-centric assets, are now seeking broader exposure across alternative asset classes, including crypto, commodities and other currencies. Lo said “volatility is definitely here to stay,” prompting clients to rebalance toward perceived safe havens and growth opportunities in …
    Bitcoin miners halt sales as BTC gains 20% since hash ribbon ‘buy’ signal
    Key points: Bitcoin miners have stopped selling their BTC in what may signal the end of a lengthy distribution streak. Over the past month, miner wallet balances have increased by around 2,700 BTC. Hash Ribbons data shows good times continuing for both miners and BTC price strength. Bitcoin (BTC) accumulation by miners is back as network participants swap selling for hodling at $75,000 lows. Data from onchain analytics firm Glassnode shows that miners are now actively adding to their BTC reserves. Bitcoin miners buck months of selling Bitcoin hitting multimonth lows in April sparked a sea change in miner behavior, with a lengthy selling streak reversing into significant accumulation. Glassnode shows that shortly after BTC/USD bottomed just below $75,000, the balance in miner wallets it…
    Bitcoin miners halt sales as BTC gains 20% since hash ribbon 'buy' signal
    Key points: Bitcoin miners have stopped selling their BTC in what may signal the end of a lengthy distribution streak. Over the past month, miner wallet balances have increased by around 2,700 BTC. Hash Ribbons data shows good times continuing for both miners and BTC price strength. Bitcoin (BTC) accumulation by miners is back as network participants swap selling for hodling at $75,000 lows. Data from onchain analytics firm Glassnode shows that miners are now actively adding to their BTC reserves. Bitcoin miners buck months of selling Bitcoin hitting multimonth lows in April sparked a sea change in miner behavior, with a lengthy selling streak reversing into significant accumulation. Glassnode shows that shortly after BTC/USD bottomed just below $75,000, the balance in miner wallets i…
    Standard Chartered scales institutional crypto banking with FalconX
    Global bank Standard Chartered has beefed up its banking support to the cryptocurrency industry by inking a new partnership with the crypto prime broker FalconX. Standard Chartered will provide a comprehensive suite of banking services to FalconX’s global institutional clients following the strategic partnership announced on May 14. As part of the collaboration, FalconX will initially integrate Standard Chartered’s banking infrastructure and access to a range of diverse currency pairs for its institutional clients. The partnership ultimately aims to include a broader range of offerings and mutual opportunities, the announcement noted. Crypto support beyond banking The partnership is expected to “expand beyond banking” into additional products and services designed to meet evolving crypto d…
    Ex-SEC Chair Gary Gensler privately supported crypto — McHenry
    Former US Securities and Exchange Commission (SEC) Chair Gary Gensler may not have been as hostile to crypto behind closed doors as he appeared to be in public, according to former US Representative Patrick McHenry. In a May 13 appearance on the Crypto in America podcast, McHenry revealed that during private meetings with Gensler, the former regulator expressed a far more nuanced view of digital assets. “Did he come across, or was he as anti-crypto in private as he did in public?” McHenry was asked. His response: “No… Nope.” McHenry noted that Gensler “saw the value of digital assets” and acknowledged the potential of blockchain technology during his time at the Massachusetts Institute of Technology. Gerald Gallagher, general counsel at Sei Labs, also noted that Gensler played a role in de…
    The Q-Day Prize challenge, explained: Can quantum computers really break Bitcoin?
    What is the Q-Day prize? The Q-Day Prize is a challenge to make the Bitcoin network quantum resistant. On April 16, 2025, quantum computing-focused company Project 11 announced the “Q-Day Prize,” a competition to break a “toy version” of Bitcoin’s cryptography with a quantum computer. Contestants must complete the Q-Day Prize challenge by April 5, 2026. Their reward? 1 Bitcoin (BTC). The “Q” in Q-Day refers to quantum computing, the potential threat to many existing cryptographic security measures.  But can quantum computers break Bitcoin? Let’s find out. Quantum computing and the threat to Bitcoin Bitcoin utilizes the SHA-256 hashing algorithm, a National Security Agency (NSA)-developed encryption algorithm. SHA-256 prevents brute force attacks a…
    Kima joins Mastercard sandbox to enable stablecoin card top-ups
    Decentralized settlement protocol Kima has integrated into Mastercard’s sandbox program, enabling stablecoin-powered top-ups for prepaid cards directly from self-custody wallets. According to an announcement shared with Cointelegraph, Mastercard partners can now rely on Kima’s settlement infrastructure to enable their prepaid cards to be topped up with stablecoins, including USDC (USDC) and Tether’s USDt (USDT), from self-custody wallets across more than 10 blockchains. Kima CEO Eitan Katz said the integration shows that stablecoins can be practical for everyday use, removing friction and intermediaries from crypto-to-fiat conversions while expanding crypto usability. “Our goal at Kima is to eliminate barriers between digital assets and traditional finance,” Katz said. Related: Mastercard…
    Alarm bells ring in US over OpenAI’s crypto project World
    World Network, the digital identity and crypto project of Sam Altman’s OpenAI, has alarmed privacy activists ahead of its United States launch, with observers concerned over its data collection and protection practices. World “is the opposite of privacy. It’s a trap,” said Nick Almond, CEO of FactoryDAO, on X. While the project claims to protect user privacy in the age of proliferating AI, it’s faced a slew of regulatory concerns across the globe. Formerly known as “Worldcoin,” the iris-scanning technology and its crypto token payout scheme are being probed by authorities in India, South Korea, Italy, Colombia, Argentina, Portugal, Kenya and Indonesia. In Spain, Hong Kong and Brazil, it’s outright banned. World’s latest foray into the US could prove to be CEO Sam Altman’s biggest challenge…
    Crypto VC deals drop in Q1, but funding more than doubles: PitchBook
    Crypto venture capital deals in the first quarter of 2025 saw deal values jump even as the number of deals sank from the same quarter a year ago, says PitchBook. The venture research firm said in its May 14 Crypto VC Trends report for Q1 that 405 deals were made in the quarter, down 39.5% from the 670 deals made in Q1 2024, but slightly up from the 372 made in Q4 last year. However, the total value of deals in Q1 more than doubled from a year ago, jumping to $6 billion compared to $2.6 billion in the first quarter of 2024 and doubling from $3 billion in Q4 2024. PitchBook's senior crypto research analyst Robert Le said that despite macroeconomic turmoil over the quarter, “capital continued to seek crypto’s core utility rails.” VCs poured nearly $2.55 billion across 16 deals into businesses…
    Crypto swapper eXch shows signs of life after post-Bybit shutdown
    Once a go-to swapper for hackers and drainers, eXch was shut down by German police in April — but continued activity suggests the story isn’t over. Without Know Your Customer (KYC) checks, eXch wasn’t your typical crypto exchange. It acted more like an instant swapper, allowing bad actors and cybercriminals to fly under the radar for years. Among its clients was the Lazarus Group. The North Korean state-backed hacking unit thrust eXch into the spotlight back in February, when it used the platform to funnel some of the $1.4 billion it stole from Bybit. When Bybit traced its stolen funds to eXch, it requested assistance — but the platform refused. This led to a fierce discussion over privacy versus security, but ultimately, eXch announced it would close its doors on April 17; on April 30, Ge…
    Ex-Cred execs plead guilty to wire fraud over $150M crypto collapse
    Two former executives of the bankrupt crypto lending service Cred have pleaded guilty to wire fraud connected to the company’s collapse. Former Cred CEO Daniel Schatt and chief financial officer Joseph Podulka admitted to wire fraud as part of a plea deal with prosecutors, according to a May 13 text filing in a California District Court. District Judge William Alsup accepted the plea deals and set a sentencing hearing for Aug. 26. Wire fraud can carry up to 20 years in prison and $250,000 in fines for individuals and $500,00 for businesses. After accepting the defendant's guilty plea, Judge William Alsup set a sentencing hearing for August. Source: PACER Law360 reported that as part of the plea agreement, Schatt and Podulka admitted to selectively presenting positive “information [while] f…
    Semler Scientific sees after-hours stock slump as Q1 revenue plunges
    Bitcoin-buying medical device firm Semler Scientific has seen its share price drop after the bell as its first-quarter revenues fell and losses deepened from the year-ago quarter. In its Q1 earnings report released May 13, Semler reported its total revenues fell 44% from the year-ago quarter to $8.8 million, with its net losses hitting $64.7 million compared to a net income of $6.1 million in the first quarter of 2024. Shares in Semler Scientific (SMLR) closed the May 13 trading session up over 5% but fell 1.91% to $36 after the bell with its earnings announcement, according to Google Finance. Semler’s stock is down over 32% so far this year. Semler fell nearly 2% after announcing its Q1 results on May 13. Source: Google Finance The company said it purchased 894 Bitcoin (BTC) over Q1 and h…
    Synthetix makes $27M bid to re-acquire crypto options platform Derive
    Decentralized finance platform Synthetix is planning to venture further into crypto derivatives with plans to re-acquire the crypto options platform Derive. Synthetix said in a May 14 blog post that it plans to acquire Derive in a token exchange deal, pricing 1 SNX token to 27 DRV tokens, which would value Derive at around $27 million.  The transaction is subject to approval from both the Synthetix and Derive communities, which will take a vote on the proposal, called SIP-415, next week. If approved, the acquisition will combine Derive’s front-end and real-world asset (RWA) expertise with Synthetix’s derivatives infrastructure. Derive originally launched as Lyra in 2021, having spun out from the Synthetix ecosystem. Synthetix said the acquisition is part of a broader strategy that includes…
    Thailand to tokenize $150M government bonds for retail investors: Report
    Thailand’s Ministry of Finance reportedly plans to issue $150 million worth of digital investment tokens, allowing retail investors to buy government bonds. The Bangkok Post reported on May 13 that Finance Minister Pichai Chunhavajira announced the initiative at a briefing after the cabinet endorsed the plan. He added that the tokens will be launched within the next two months. The so-called “G-tokens” will be used to raise funds from the public under the current budget borrowing plan, said Patchara Anuntasilpa, director-general of the Public Debt Management Office. He added that these were not debt instruments. “One big selling point of the token is that it allows more retail investors to become part of the digital economy,” he said, adding that for as little as $3, “they can invest in go…
    eToro prices IPO above range at $52 a share to raise $620M
    Crypto and stock trading platform eToro has boosted the size of its initial public offering to $620 million by pricing its shares above its previously suggested range. The platform and its backers sold over 11.92 million shares for $52 each, which are slated to start trading on the Nasdaq Global Select Market on May 14 under the ticker symbol ETOR, eToro said in a May 13 press release. Initially, the firm aimed to raise $500 million by offering 10 million shares priced between $46 to $50 each. The share offering will remain open until at least May 15 and consists of more than 5.9 million shares sold by eToro and 5.9 million shares sold by specific existing shareholders. The Israel-based eToro will go public as a rival to Robinhood Markets Inc. (HOOD), which went public in July 2021 and who…
    Illicit $8B crypto market Xinbi incorporated in Colorado: Elliptic
    A Colorado-incorporated firm has been linked to a Chinese illicit marketplace that has served scammers in Southeast Asia and has been used to channel billions of dollars worth of crypto. The marketplace, called Xinbi Guarantee, has received $8.4 billion, primarily in Tether (USDT) stablecoin transactions to date, blockchain security firm Elliptic reported on May 13.  Merchants on the Chinese-language, Telegram-based illicit marketplace sell technology, personal data, and money laundering services to Southeast Asian scammers who target victims using pig butchering scams.  On its website, Xinbi describes itself as an “investment and capital guarantee group company” and claims to operate through Xinbi Co. Ltd, a Colorado-incorporated company incorporated in 2022.  Screenshots showing Xinbi Co…
    Crypto exchange CEO’s daughter fights off brazen kidnappers in Paris
    Disclaimer: This article contains a video that may be disturbing for some readers. A brazen attempt to kidnap the daughter and grandson of Pierre Noizat, the co-founder and CEO of French crypto exchange Paymium, was foiled after the daughter and passersby reportedly fought off the kidnappers. Three masked men attacked Noizat’s daughter and a male partner on May 13 while she was walking with her son in Paris’ 11th district. The assailants tried to force Noizat’s daughter and her son into a waiting van, the French state-owned media outlet France24 reported on May 13. The accompanying male partner was assaulted when he tried to intervene, but Noizat’s daughter resisted and managed to take one of the guns off an assailant in a scuffle and throw it away, police said. En plein Paris, un homme a…
    Tether buys $459M Bitcoin for Twenty One Capital
    Stablecoin issuer Tether bought $458.7 million worth of Bitcoin for Twenty One Capital, a Bitcoin investment firm it backed that’s awaiting the completion of a Special Purpose Acquisition Company (SPAC) merger with Cantor Equity Partners. Tether snapped up 4,812.2 Bitcoin (BTC) at $95,319 each and transferred it to an escrow wallet on May 9, Cantor Equity Partners disclosed in a May 13 filing with the US Securities and Exchange Commission. It brings Twenty One’s total Bitcoin holdings to 36,312 BTC, as Cantor Equity Partners holds 31,500 BTC on behalf of the firm, which will trade under the ticker XXI once the SPAC merger is complete. Twenty One’s CEO, Jack Mallers, said on May 13 that they’re already in the approval process of the merger, but didn’t give an exact estimate on when the tran…
  • Open

    Banks Exploring Stablecoin Amid Fears of Losing Market Share, BitGo Executive Says
    BitGo’s stablecoin-as-a-service has drawn significant interest from U.S. and international banks, Ben Reynolds said.  ( 23 min )
    Trump Still on Track to Sign Crypto Legislation by August, White House's Bo Hines Says
    The senior presidential aide also defended the Trump family's crypto ties.  ( 24 min )
    Cantor Fitzgerald Chairman Brandon Lutnick Says He Personally Checked Tether’s Reserves
    The 27-year-old was appointed chairman of Cantor Fitzgerald in February, shortly after his father was named Commerce Secretary by U.S. President Donald Trump.  ( 22 min )
    Anchorage Digital CEO Calls 'Bullshit' on Report of DHS Probe
    “There is no investigation into us, as is unambiguously clear at this point,” Anchorage Digital CEO Nathan McCauley said on Wednesday at Consensus 2025 in Toronto.  ( 22 min )
    World's Iris-Scanning Tech Misunderstood, Data Never Leaves Orb, Advisor Says
    World Foundation Advisor Liam Horne spoke Wednesday at Consensus 2025.  ( 22 min )
    EToro Stock Surges 29% on First Day of Trading
    Shares of the stock and crypto trading platform had priced nicely above their expected offering price.  ( 22 min )
    The Protocol: Lido Avoids Major Hack
    Also: Bitcoin DeFi Blossoms, Fusaka Planning Begins, and Telegram Cracks Down on Crypto Crime Marketplace  ( 27 min )
    Cardano’s Hoskinson Rejects Crypto Tribalism, Reveals Fresh Details on Massive ‘Glacier Drop’
    Hoskinson said being rich lets him ignore VCs and “do [stuff] on principle” like giving away Midnight tokens in a massive multi-chain airdrop to retail users only.  ( 23 min )
    Pantera's Dan Morehead Sees Decades of Bitcoin Upside Ahead
    The CEO and founder of the crypto VC firm advised investing in a wide spectrum of tokens and venture equity.  ( 23 min )
    Trump’s Memecoin, Crypto Stake Make Legislating ‘More Complicated’: Rep. French Hill
    DEK:The congressman said he thinks getting a stablecoin bill and a market structure bill on President Donald Trump’s desk by the August recess is “still doable.”  ( 23 min )
    Top Democrats Demand Treasury Info on Trump’s Crypto Deals, Citing ‘Bribery’ Risks
    The request marks an escalation in Congressional scrutiny on whether the President and his entourage are abusing their positions to benefit their crypto businesses.  ( 23 min )
    '$500K Bitcoin Would Seal It': Scaramucci Says Crypto Is on the Cusp of Becoming an Asset Class
    At Consensus 2025, top asset managers say bitcoin is close to being recognized as a full-fledged asset class — but institutional acceptance still hinges on education, infrastructure, and maturity.  ( 26 min )
    New York Finance Watchdog Harris Says State's BitLicense Is Still a Global Standard
    Adrienne Harris, superintendent of the New York Department of Financial Services, said her state's crypto licensing regime is tough, but effective.  ( 24 min )
    Stablecoins Bring 'Meaningful Innovation for Global Payments,' Ripple Exec Says
    Ripple and Kraken executives said at Consensus 2025 that stablecoin adoption is at a tipping point to become an integral part of the global payment system.  ( 23 min )
    Cardano (ADA) Surges 22% in One Week After Brave Browser Boosts User Exposure
    Cardano's integration with Brave browser exposes it to 86 million potential new users amid institutional accumulation.  ( 23 min )
    Lyft Taps Solana’s Bee Maps for Real-Time, Crowdsourced Mapping Upgrade
    The move underscores the growing role of crowdsourced geospatial intelligence in the transportation industry.  ( 23 min )
    A Pre-Consensus Lift Amidst Lingering Recession Whispers
    Following weeks of turbulence, a shift in sentiment sparked a notable crypto rally coinciding with CoinDesk's Consensus conference in Toronto, creating an atmosphere of optimism and good vibes, says CoinDesk Indices’ Andy Baehr.  ( 29 min )
    Chainproof Combats Ethereum ‘Slashing’ Losses With Guaranteed Yearly Yields
    Slashing, while rare, is a big concern for Ethereum stakers.  ( 24 min )
    Proven Bitcoin Momentum Indicator Flashes Green, Supporting Analyst $140K-$200K Price Predictions
    A positive flip in the indicator has preceded every major rally since 2020.  ( 23 min )
    Thai Government to Issue $150M Worth of Digital Investment Tokens
    The initial 5 billion baht offering is meant to "test the market," Finance Minister Pichai Chunhavajira said Tuesday at a briefing.  ( 22 min )
    Telegram Cracks Down on Suspected $8B Chinese Crypto Crime Marketplace Set Up in Colorado
    Illicit marketplaces are a key part of the growing global cyberscams industry, with Southeast Asia being among the hubs for such activity.  ( 26 min )
    Solana (SOL) Surges 5% on Heavy Volume and Strengthening DeFi Metrics
    Institutional investors appear to be flocking to SOL as DeFi metrics show remarkable growth, creating a strong technical foundation for further gains.  ( 22 min )
    JPMorgan’s Kinexys Connects With Public Blockchain on Ondo Chain Testnet Debut
    The testnet deal links JPMorgan’s Kinexys payments network to Ondo Chain using Chainlink’s cross-chain tech  ( 22 min )
    CFTC Commissioner Mersinger to Be CEO at Blockchain Association
    The Republican commissioner at the U.S. commodities regulator will be jumping into the industry just as major pieces of crypto legislation are brewing.  ( 24 min )
    TRON's TRX Surges 5% as It Overtakes Ethereum in USDT Circulation
    Bullish momentum continues as TRON achieves significant milestone in the stablecoin ecosystem while benefiting from easing global trade tensions.  ( 23 min )
    Coinbase CEO Brian Armstrong Invites Ex-DOGE Staff to Join Crypto Exchange
    The move comes after a former DOGE staffer, Ethan Shaotran, praised the team’s mission and work ethic despite the backlash he faced.  ( 22 min )
    CoinDesk 20 Performance Update: Uniswap (UNI) Drops 6.8% as Index Declines
    Aptos (APT) joined Uniswap (UNI) as an underperformer, falling 4.6% from Tuesday.  ( 20 min )
    Surge in XRP, Dogecoin Futures Bets Signals Speculative Froth
    Rising open interest despite cooling prices suggests traders are leaning into volatility, or overexposing themselves to risk.  ( 24 min )
    Bitcoin Boom Likely as Bond Yields Surge - Yes, You Read That Correctly
    Elevated Treasury yields are driven by factors that are bullish for bitcoin.  ( 27 min )
    Bitcoin May Be Headed Towards a 2021-Like Double Top
    Several on-chain metrics are pointing toward waning momentum as bitcoin attempts to reach its January record just above $109,000.  ( 27 min )
    Crypto Daybook Americas: Altcoins Rally as ‘Complacent’ Bitcoin Points to Renewed Volatility
    Your day-ahead look for May 14, 2025  ( 37 min )
    Standard Chartered Will Provide Banking Services for FalconX to Enhance Cross-Border Settlement
    FalconX is seeking to bridge the gap between traditional finance and crypto through bringing its service up to the level one would find at a TradFi institution  ( 23 min )
    Synthetix Considers Purchase of Options Platform Derive in $27M Token-Swap Deal
    If approved, the uncommon token swap deal would reunite two previously split protocols as Synthetix expands its derivatives suite.  ( 25 min )
    Ether Nears $2.7K, Dogecoin Zooms 9% as Crypto Market Remains Cheery
    Crypto market cap dips slightly, but positive sentiment and inflows persist amid bullish altcoin moves.  ( 26 min )
    Slow Blockchain Governance Leaves Crypto Exposed to Quantum Threats
    Securing a whole chain will take too long, so why not go piece by piece with the largest whales putting their stash in quantum vaults first.  ( 26 min )
    EToro Goes Public At $52 A Share, Far Exceeding Marketed Range
    The company raised about $310 million from the Nasdaq listing.  ( 24 min )
  • Open

    How DNS Works: A Guide to Understanding the Internet's Address Book
    The Domain Name System (DNS) translates domain names (like example.com) into IP addresses (like 192.0.2.1) so we can easily access websites. In this guide, you’ll learn how DNS resolution starts, its step-by-step process, how caching works, and the r...  ( 11 min )
    Load Balancing with Azure Application Gateway and Azure Load Balancer – When to Use Each One
    You’ve probably heard someone mention load balancing when talking about cloud apps. Maybe even names like Azure Load Balancer, Azure Application Gateway, or something about Virtual Machines and Scale Sets. 😵‍💫 It all sounds important...but also a l...  ( 23 min )
    How to Build Slim and Fast Docker Images with Multi-Stage Builds
    Apps don’t stay simple forever. More features mean more dependencies, slower builds, and heavier Docker images. That’s where things start to hurt. Docker helps, but without the right setup, your builds can quickly get bloated. Multi-stage builds make...  ( 6 min )
    Learn Vite for a Better Web Development Workflow
    Speed and simplicity are at the heart of modern web development. As applications grow more complex and the demand for rapid iteration increases, developers are constantly searching for tools that minimize friction and maximize productivity. Tradition...  ( 4 min )
    How Web Services Work – The Unseen Engines of the Connected World
    Have you ever wondered how your weather app instantly knows the forecast, how you can book flights from multiple airlines on one travel site, or how logging into one service can magically log you into another? The answer often lies in a powerful, yet...  ( 8 min )
    Master Kotlin & Android 60-Hour Course
    Do you want to create the next groundbreaking mobile app? Kotlin, a modern and powerful language officially backed by Google, not only makes Android development more efficient and enjoyable but also opens doors to diverse programming opportunities be...  ( 4 min )
  • Open

    Google DeepMind’s new AI uses large language models to crack real-world problems
    Google DeepMind has once again used large language models to discover new solutions to long-standing problems in math and computer science. This time the firm has shown that its approach can not only tackle unsolved theoretical puzzles, but improve a range of important real-world processes as well. Google DeepMind’s new tool, called AlphaEvolve, uses the…  ( 24 min )
    The first US hub for experimental medical treatments is coming
    A bill that allows medical clinics to sell unproven treatments has been passed in Montana.  Under the legislation, doctors can apply for a license to open an experimental treatment clinic and recommend and sell therapies not approved by the Food and Drug Administration (FDA) to their patients. Once it’s signed by the governor, the law…  ( 33 min )
    The Download: taking the temperature of snow, and the future of privacy
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Why climate researchers are taking the temperature of mountain snow The Sierra’s frozen reservoir provides about a third of California’s water and most of what comes out of the faucets, shower heads, and…  ( 21 min )
    Why climate researchers are taking the temperature of mountain snow
    On a crisp morning in early April, Dan McEvoy and Bjoern Bingham cut clean lines down a wide run at the Heavenly Ski Resort in South Lake Tahoe, then ducked under a rope line cordoning off a patch of untouched snow.  They side-stepped up a small incline, poled past a row of Jeffrey pines, then…  ( 32 min )
  • Open

    QuickLee V2: An Improved Transparent Look into RPC Provider Latency
    View public and real-time dashboards to better understand latency and speed when evaluating RPC providers.  ( 4 min )
  • Open

    HONOR 400 Series To Officially Launch On 22 May 2025
    HONOR has confirmed that its upcoming 400 Series smartphones will launch on 22 May 2025 at 3pm local time. As previously reported, the upcoming event, which will be held in Malaysia, will also mark its debut to the global market. In its recent announcement, the brand has revealed that the HONOR 400 Series will come […] The post HONOR 400 Series To Officially Launch On 22 May 2025 appeared first on Lowyat.NET.  ( 17 min )
    MARii Introduces NxGV Labelling Scheme
    At the Malaysian Auto Show (MAS 2025) last week, the Malaysia Automotive, Robotics and IoT Institute (MARii) has introduced the Voluntary Next Generation Vehicle (NxGV) Labelling Scheme. It is a label on new vehicles that indicates the model name, level of autonomy, fuel consumption, and carbon emissions. It is referred to as a milestone effort […] The post MARii Introduces NxGV Labelling Scheme appeared first on Lowyat.NET.  ( 16 min )
    Huawei Launching Nova 14 Series On 19 May, Some Specs Leak
    Huawei has just revealed via Weibo that it will be releasing its Nova 14 phone series. While the official lineup is currently unclear, the posts indicate that there will be at least an Ultra model. The phones are stated to receive a launch in China on 19 May at 2:30pm, according to a machine translation […] The post Huawei Launching Nova 14 Series On 19 May, Some Specs Leak appeared first on Lowyat.NET.  ( 16 min )
    U Mobile Assures Its Existing 5G Services Are Unaffected By DNB Deal Exit
    U Mobile is assuring customers that its existing 5G services would not be impacted by its shareholders’ agreement (SHA) exit with Digital National Berhad (DNB). In a statement, the orange telco says it will maintain a 5G wholesale Access Agreement with the company, enabling it to continue offering commercial 5G services while deploying its own […] The post U Mobile Assures Its Existing 5G Services Are Unaffected By DNB Deal Exit appeared first on Lowyat.NET.  ( 16 min )
    NVIDIA Announces Partnership With HUMAIN; Will Build AI Factories In Saudi Arabia
    NVIDIA announced that it has entered into a strategic partnership with Saudi Arabia’s Public Investment Fund, to invest in the latter’s HUMAIN AI value chain subsidiary. The GPU brand will provide the hardware needed for the AI computing infrastructure, as well as to help Saudi Arabia to become a global leader in the AI and […] The post NVIDIA Announces Partnership With HUMAIN; Will Build AI Factories In Saudi Arabia appeared first on Lowyat.NET.  ( 15 min )
    Infinix GT 30 Pro To Launch In Malaysia On 21 May 2025
    Infinix has announced that the latest addition to its GT series and successor of the GT 20 Pro, the GT 30 Pro, is set to launch in Malaysia soon. The gaming smartphone’s debut will be streamed on the company’s official Facebook and TikTok accounts on Wednesday, 21 May 2025 at 3PM. As you may recall, […] The post Infinix GT 30 Pro To Launch In Malaysia On 21 May 2025 appeared first on Lowyat.NET.  ( 16 min )
    Nissan Confirms New Skyline Model Amid Financial Struggles
    Amid challenging financial times for Japanese automaker Nissan, its CEO Ivan Espinosa has confirmed that an all-new Skyline is in development. The announcement was made during the company’s 2024 fiscal year financial report. However, before you get too hyped up – no, this isn’t a new GT-R. The Skyline and GT-R may share a history, […] The post Nissan Confirms New Skyline Model Amid Financial Struggles appeared first on Lowyat.NET.  ( 16 min )
    Kingston Launches Fury Renegade G5 PCIe 5.0 SSD
    Kingston recently launched its new Fury Renegade G5 NVMe SSD. The SSD is the memory maker’s latest PCIe 5.0 SSD and offers ultra-fast average sequential speeds. Specs-wise, the Fury Renegade G5 can achieve average sequential read and write speeds of up to 14,800MB/s and 14,000MB/s respectively, depending on the storage configuration. On that note, Kingston […] The post Kingston Launches Fury Renegade G5 PCIe 5.0 SSD appeared first on Lowyat.NET.  ( 15 min )
    OnePlus Nord 5, Nord CE5 Appear On SIRIM Ahead Of Unveiling
    OnePlus is reportedly close to unveiling two new mid-range smartphones, namely the Nord 5 and the Nord CE5. While we have yet to hear anything official from the brand, the upcoming devices have made their way to the SIRIM database, indicating a nearing launch for the Malaysian market. The Nord 5 and Nord CE5 were […] The post OnePlus Nord 5, Nord CE5 Appear On SIRIM Ahead Of Unveiling appeared first on Lowyat.NET.  ( 15 min )
    Apple Music Adds Sound Therapy; Features Universal Music Songs
    Apple and Universal Music Group have announced that the former is adding Sound Therapy to Apple Music, using songs from the latter. Or more specifically, “extended, instrumental, and reimagined versions of popular tracks from acclaimed artists” like Imagine Dragons and Katy Perry. The idea is that these songs are specifically modified, and sorted into three […] The post Apple Music Adds Sound Therapy; Features Universal Music Songs appeared first on Lowyat.NET.  ( 16 min )
    Modenas Debuts MEV-1 Pro And MEV-2 E-Bikes With A Starting Price Of RM9,878
    The electric vehicle trend is gaining momentum, and two-wheelers are no exception. At the ongoing Malaysia Auto Show (MAS 2025), Modenas has unveiled its latest electric scooters (e-bikes), the MEV-1 Pro and MEV-2. Both models are now available for purchase, priced at RM13,470 and RM9,878 respectively. The MEV-1 Pro is offered in two variants – […] The post Modenas Debuts MEV-1 Pro And MEV-2 E-Bikes With A Starting Price Of RM9,878 appeared first on Lowyat.NET.  ( 16 min )
    DJI Mavic 4 Pro Officially Hits The Shelves At RM9,599
    After two years, DJI has finally updated its premium consumer drone offering with the new Mavic 4 Pro. The company packed the updated drone with a 360-degree rotating gimbal, a longer battery life, and bigger sensors, all with a lower base price compared to the Mavic 3 Pro. To start with, the new rotating gimbal […] The post DJI Mavic 4 Pro Officially Hits The Shelves At RM9,599 appeared first on Lowyat.NET.  ( 16 min )
    LegoGPT: An AI Tool That Creates LEGO Designs From Scratch
    Ever wanted to create something cool based on whatever LEGO bricks that you currently have, but stumped on ideas? Researchers at Carnegie Mellon University have you covered. The team, which is made up of six individuals, has created an AI tool aptly called LegoGPT,  which can generate complete LEGO designs based on text descriptions. The […] The post LegoGPT: An AI Tool That Creates LEGO Designs From Scratch appeared first on Lowyat.NET.  ( 16 min )
    This Gold-Plated ASUS ROG RTX 5090 Astral Dahab Costs More Than US$7,000
    It’s no secret that ASUS has been working on creating NVIDIA GeForce RTX 50 Series GPUs for the Middle Eastern market with the Dahab series, and one such card that is now available in that region’s market is the RTX 5090 Astral Dahab. Built with 6.5g of real gold, the card costs more than US$7,000 […] The post This Gold-Plated ASUS ROG RTX 5090 Astral Dahab Costs More Than US$7,000 appeared first on Lowyat.NET.  ( 16 min )
    Astro Unveils Exclusive Savings For Civil Servants On Its Entertainment And Sports Packages
    Astro has launched an exclusive offer for Malaysia’s civil servants as a sign of the company’s appreciation for their dedicated service. The Exclusive Civil Servants Offer is available to over 1.6 million civil servants in Malaysia and covers the Astro One Entertainment Pack and Astro One Sports Pack. The highlights of the offer include savings […] The post Astro Unveils Exclusive Savings For Civil Servants On Its Entertainment And Sports Packages appeared first on Lowyat.NET.  ( 16 min )
    Apple May Develop Tech That Enables Brain-Controlled iPhone
    Apple is reported to be working on a new technology that will enable users to control their iPhones using their brains – no physical movements or voice control required. This will apparently be done under a partnership with the neural tech company, Synchron. Users will be implanted with the Synchron’s brain-computer interface (BCI), called Stentrode, […] The post Apple May Develop Tech That Enables Brain-Controlled iPhone appeared first on Lowyat.NET.  ( 16 min )
    US Lifts Malaysia AI Chip Export Restrictions
    The US put in place what it called the Artificial Intelligence Diffusion Rule earlier in the year, as one of the last official actions by the previous president. Late last month, there have been reports of the rule being tweaked to do away with the tiered system of the rule. It looks like it has […] The post US Lifts Malaysia AI Chip Export Restrictions appeared first on Lowyat.NET.  ( 16 min )
    Google Reveals “Material 3 Expressive” Design Refresh For Android 16, Wear OS
    Google has officially announced its visual refresh for Android, which will arrive with Android 16 and Wear OS 6. The new design language, Material 3 Expressive, is designed to deliver smooth interactions and display helpful information at a glance. Material 3 Expressive builds on Material You and introduces a system of springy animations and tactile […] The post Google Reveals “Material 3 Expressive” Design Refresh For Android 16, Wear OS appeared first on Lowyat.NET.  ( 16 min )
    U Mobile To Divest Its Entire Stake In DNB Ahead Of Second 5G Network Rollout
    U Mobile, which has been appointed to deploy the country’s second 5G network, has agreed to sell its entire stake in Digital Nasional Berhad (DNB). The orange telco’s stake will be taken over by rivals CelcomDigi, Maxis, and Yes 5G, as well as the Ministry of Finance (MOF). Both CelcomDigi and Maxis have filings with […] The post U Mobile To Divest Its Entire Stake In DNB Ahead Of Second 5G Network Rollout appeared first on Lowyat.NET.  ( 15 min )
    vivo V50 Gets An Elite Edition; Launches In India On 15 May
    The vivo V50 already has three variants right now – the base model, a Lite model, and the V50e which has yet to make its way to our shores. But it looks like the company is adding another variant into the growing catalogue of models in a single generation. And it is simply called the […] The post vivo V50 Gets An Elite Edition; Launches In India On 15 May appeared first on Lowyat.NET.  ( 16 min )
    CIMB Octo Drops Android 9, iOS 14 Support Starting 25 June 2025
    CIMB has announced that its CIMB Octo mobile banking app will soon require newer operating systems to function. Starting 25 June 2025, the app will only be compatible with devices running Android 10 or iOS 15 and above. The bank cites enhanced security and improved app performance as key reasons for the change. At present, […] The post CIMB Octo Drops Android 9, iOS 14 Support Starting 25 June 2025 appeared first on Lowyat.NET.  ( 16 min )

  • Open

    Your fingers wrinkle the same way every time you're in the water too long
    Comments  ( 3 min )
    Flattening Rust's Learning Curve
    Comments  ( 13 min )
    Type-Constrained Code Generation with Language Models
    Comments  ( 3 min )
    How (memory) safe is Zig? (2021)
    Comments  ( 8 min )
    Y Combinator says Google is a monopolist, no comment about its OpenAI ties
    Comments  ( 10 min )
    Cardiac: A CARDboard Illustrative Aid to Computation [pdf]
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    Show HN: A C-Suite AI Agent Meant for SMB
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    Fixrleak: Fixing Java Resource Leaks with GenAI
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    Insurance for AI: Easier Said Than Done
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    Why Moderna Merged Its Tech and HR Departments
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    Data preparation for function tooling is boring
    Comments
    Variadic Switch
    Comments  ( 15 min )
    Starcloud
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    Using Obscure Graph Theory to Solve Programming Languages Problems
    Comments  ( 8 min )
    Build Real-Time Knowledge Graph for Documents with LLM
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    Dusk OS
    Comments  ( 9 min )
    Logitloom: Explore token trajectory trees on instruct and base models
    Comments  ( 8 min )
    Android and Wear OS are getting a big refresh
    Comments  ( 14 min )
    Airbnb Is in Midlife Crisis Mode
    Comments  ( 124 min )
    Returning to My Roots in Hardware
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    AI chatbot psychologists are claiming to be fully licensed
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    It's 2025–Why Are Banks Still Getting Authentication So Wrong?
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    Moment of heart's formation captured in images for first time
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    Don't Unwrap Options: There Are Better Ways
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    OpenTelemetry Protocol with Apache Arrow
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    PyPI Organizations
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    Show HN: Helixdb – Open-source vector-graph database for AI applications (Rust)
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    Transformer: The Deep Chemistry of Life and Death
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    Material 3 Expressive: Better, Easier, Emotional UX
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    Branch Privilege Injection: Exploiting branch predictor race conditions
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    ETH Zurich researchers discover new security vulnerability in Intel processors
    Comments  ( 7 min )
    Lock-Free Rust: How to Build a Rollercoaster While It's on Fire
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    GM says new battery chemistry will enable 400-mile range EVs
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    Thermoelectric generator based on a robust carbon nanotube/BiSbTe foam
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    Náhuatl and Mayan Language Renaissance Occurring in Mexico
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    Bringing 3D shoppable products online with generative AI
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    OpenAI's Stargate project struggling to get off the ground, due to tariffs
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    A Taxonomy of Bugs
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    It Awaits Your Experiments
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    A Tale of a Trailing Dot (2022)
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    Radiance Contrasts at Possible Lunar Water Ice Exposures Seen by ShadowCam
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    PDF to Text, a Challenging Problem
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    Zinc Microcapacitors Are the Best of Both Worlds
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  • Open

    Unveiling European Union Public License 1.2: Balancing Fair Code and Open Source Innovation
    Abstract: This post provides a comprehensive exploration of the European Union Public License 1.2 (EUPL 1.2), highlighting its origins, core features, practical applications, and challenges within the open source ecosystem. We discuss its fair code approach in protecting contributors and enhancing developer recognition while ensuring legal clarity. With detailed background, use cases, comparisons, and future trends, this blog post serves as a master reference, enriched with tables, bullet lists, and pertinent hyperlinks from authoritative sources such as opensource.org/licenses and GitHub License Usage. The European Union Public License 1.2 stands out as a robust and ethically driven framework in the world of open source and fair code licensing. Designed to ensure both the freedom to in…  ( 7 min )
    How to Conduct an Effective Patent Invalidity Search Using PatentScan.AI
    Introduction In today’s high-stakes intellectual property landscape, the validity of a single patent can make or break multimillion-dollar lawsuits, licensing deals, or acquisition negotiations. As a patent attorney, ensuring your litigation or due diligence strategy is airtight often begins with one critical process: the patent invalidity search. But not just any search will do. The difference between a cursory review and a strategic, evidence-backed invalidation effort can hinge on how thorough, structured, and intelligent your approach is. This is where our Patent Invalidity Search Checklist comes in—designed specifically for attorneys who want to elevate their search strategy, reduce risk, and gain a tactical edge in disputes. And in an era where AI is transforming how legal professi…  ( 6 min )
    What are Linkage Types in C Translation Units?
    Understanding Linkage in C When diving into the concepts of storage classes in C programming, one can encounter the term linkage. At first, it may seem daunting, especially when navigating various technical terms like current translation unit, other translation units, same translation unit, and all translation units. In this article, we'll break down these terms to help clarify their meanings and significance in the realm of C programming. What is a Translation Unit? Before we discuss linkage, let’s establish what a translation unit is. A translation unit consists of the source code after the preprocessor has completed its task. This includes the original .c file and any header files or included modules that are brought in during the preprocessing phase. Essentially, when you compile a sou…  ( 5 min )
    Pioneering a New Era of AI Innovation
    Imagine standing at the threshold of a technological revolution so vast, it could redefine an entire continent's place in global innovation. This is precisely the position Europe finds itself in today. With a massive investment of €200 billion—the centrepiece being five AI Gigafactories—the EU intends not only to catch up but to leap ahead in the global race for artificial intelligence. These Gigafactories aren't ordinary data centres scaled up for bravado. Each one is envisioned to operate at four times the size of current AI factories, powered by around 100,000 cutting-edge AI chips. It's an investment reflecting Europe's determination to assert its technological sovereignty, at a time when the global narrative typically orbits around American dynamism or China's relentless growth. But c…  ( 6 min )
    🔥 Stripe + Jony Ive Fireside, UI After LLMs & DOOM in CSS
    Hey 👋 If your tabs are already groaning under the weight of “read later” links, well… here are a few more. From CSS wizardry to quietly timeless design, this issue is packed with goodies. Enjoy 🦄 - Adam at Unicorn Club. Get the latest edition delivered straight to your inbox every week. By subscribing, you'll: Receive the newsletter earlier than everyone else. Access exclusive content not available to non-subscribers. Stay updated with the latest trends in design, coding, and innovation. Don't miss out! Click the link below to subscribe and be part of our growing community of front-end developers and UX/UI designers. 🔗 Subscribe Now - It's Free! Sponsored by Kinsta Kinsta for WordPress - Simply Better Hosting. Kinsta is the highest-rated managed host for WordPress on G2. We pr…  ( 5 min )
    Unleashing the Power of .NET 8 for Scalable and High-Performance Backend Development
    Unleashing the Power of .NET 8 for Scalable and High-Performance Backend Development With each release, .NET continues to evolve to meet the needs of modern backend development, and .NET 8 is no exception. From improving performance to enhancing cloud integration, .NET 8 is designed to help developers build applications that are faster, more scalable, and easier to maintain. Performance Optimization: Speed at Its Core .NET has always been known for its strong performance, and .NET 8 takes it even further. With optimized JIT (Just-In-Time) compilation, GC (Garbage Collection) improvements, and memory usage reductions, .NET 8 achieves even greater runtime performance. This is especially important for building applications that can handle a large number of concurrent users or high-throughput …  ( 5 min )
    Unveiling GNU AGPL v3: A Path to Open Source Fairness and Innovation
    Abstract This post provides a holistic view of GNU AGPL v3, a license designed to meet the challenges of network-hosted applications and the modern open source ecosystem. We discuss its origins, core principles, key features, and its role in promoting fair code sharing across the digital landscape. By exploring practical use cases, addressing potential challenges and limitations, and looking at future innovations, this article offers a technical yet accessible analysis for developers, legal experts, and open source enthusiasts. Keywords such as GNU AGPL v3, copyleft, open source licensing, fair code, and network clause are integrated to ensure clarity and effective SEO optimization. For the original comprehensive analysis, refer to the Unveiling GNU AGPL v3 Summary. In today’s digital wo…  ( 9 min )
    Docker – Simplifying the Deployment Process
    In modern software development, one of the biggest challenges is ensuring that applications work consistently across different environments. Docker, a containerization platform, has revolutionized the way developers package, ship, and run applications by offering a lightweight, portable, and consistent runtime environment. Docker allows developers to encapsulate an application and its dependencies into a container that can be deployed anywhere, ensuring consistency from development to production. In this article, we’ll dive into Docker’s core concepts, how it works, and how you can leverage its power to streamline your software development and deployment workflows. What is Docker? Key Features of Docker: Isolation: Each container runs in its own environment, ensuring that dependencies do n…  ( 5 min )
    How to Diagnose Azure Function Failures with Octokit Instantiation?
    Introduction Are you facing a frustrating situation where your Azure Function App runs locally without any issues but fails to start when deployed? In this article, we will explore why Octokit instantiation could cause your Azure Functions to fail and how to diagnose the problem effectively. This guide will provide steps and solutions to help you get your Azure Function App up and running smoothly. Understanding the Issue When developing with Azure Functions, especially using libraries like Octokit for GitHub integrations, certain issues may arise that prevent your functions from loading correctly in the Azure environment. This typically happens due to conflicts with dependencies or environment configurations that do not match the local setup you are testing. In your case, local success do…  ( 5 min )
    Real-Time Monitoring of Laser Lipo Output via Python or Node.js
    Ever try to monitor a laser system in real-time... with Excel? Yeah, I’ve been there. A couple years ago, I was asked to build a dashboard for a medspa’s laser lipo machine. They wanted live data. Not just logging—but pulse-by-pulse, second-by-second monitoring. My first thought? “This is gonna be a nightmare.” You’d think there’d be some ready-made solution, especially in places as tech-savvy as a Medspa in Chicago. But nope. At first, we tried to jury-rig a CSV parser that pulled in log files every 10 minutes. Huge mistake. We missed surges in energy output, and one day the machine overheated mid-session. That’s when it hit me: we needed true real-time telemetry. Enter: Node.js (or Python, if that’s your jam). Here’s the quick-and-dirty framework I came up with: Stream the machine’s da…  ( 4 min )
    🚀 Fetchless – The New Era of HTTP Requests: Smart, Fast & Effortless
    A lightweight and powerful alternative to Axios, Fetch, or node-fetch. Not just a wrapper — a true evolution. Most HTTP libraries like axios or fetch do the bare minimum: send a request and return a response. Fetchless delivers all of this with an HTTP API designed for 2025 — combining lightness, intelligence, and automation. ✅ Efficient Caching: Stores HTTP responses to reduce network calls and boost speed. ✅ Multiple Cache Strategies: Supports cache-first, network-first, and stale-while-revalidate modes. ✅ TypeScript Support: Fully typed API for maximum reliability. ✅ Ultra Lightweight: Minimal footprint with almost no dependencies. ✅ Easy Integration: Works out of the box with any JS or TS project. 🔹 Prefetching: Preload resources in the background. 🔹 Request Deduplication: Automatica…  ( 4 min )
    Unveiling the Future of Open Source Licensing: A Deep Dive into MongoDB SSPL 1.0 and Beyond
    Abstract This post provides an in‐depth analysis of the MongoDB Server Side Public License 1.0 (SSPL 1.0) and its implications for the open source and fair code ecosystem. We explore the license’s origins, core features, and its role in balancing innovation with developer protection. We also discuss related licensing models, challenges of enforcement, and emerging trends powered by blockchain and decentralized governance. Throughout, we incorporate comparisons using tables and bullet lists, while providing helpful links and thought-provoking insights from platforms such as Hacker News, Stack Overflow, and OSI Licenses. For a detailed original analysis of MongoDB SSPL, please see the Original Article. Open source licensing continuously evolves as developers strive to protect creativity whi…  ( 8 min )
    Unveiling Elastic License: A Comprehensive Exploration on Fair Open Source Licensing
    Abstract This article delves deep into the Elastic License—an innovative licensing model that bridges the gap between open collaboration and fair developer compensation. We explore its origins, core features, real-world applications, challenges, and future trends. Through tables, bullet lists, and hyperlinks to authoritative resources such as the Elastic License Summary, MIT License, and the GNU GPL, this post provides both technical insights and practical guidance for developers and project managers alike. In today’s digital landscape, software development is undergoing a transformation driven by the need for open collaboration and developer fairness. The Elastic License emerges as a pioneering solution to address a pervasive issue in the open source ecosystem: protecting developers’ co…  ( 9 min )
    Automate git commit messages with a simple bash script and openrouter
    I like to automate as much work as possible. Here's a simple shell / bash script I'm using to save time by automatically creating git commit messages. 3 steps to get this to work: Sign up for Openrouter (A unified API for LLM models) Add your OPENROUTER_API_KEY to your environment variables (or paste it directly into the script below, replacing $OPENROUTER_API_KEY) Add the below script to your ~/.bash_aliases or ~/.bashrc or equivalent Refresh your terminal and you're good to go. gca into your terminal. function gca() { local commit_message="$1" local push_remote="$2" # Check if Git is installed if ! command -v git &> /dev/null; then echo "Git is not installed. Please install Git and try again." return 1 fi # Check if jq is installed if ! comma…  ( 5 min )
    Guia de Estudo Go 1
    Guia de Estudo: Linguagem de Programação Go Este guia abrange os principais conceitos da linguagem Go (Golang), desde fundamentos até tópicos avançados como concorrência e gerenciamento de pacotes. Declaração: Use var com tipo explícito ou := para inferência Escopo: Variáveis podem ser globais ou locais Valor Zero: Valores padrão para tipos não inicializados Tipos Numéricos: int, float, uint com vários tamanhos Conversão: Requer conversão explícita entre tipos Condicionais: if, if-else com possível instrução curta Switch: Simplifica múltiplas condições Loops: Único tipo for com várias variações Controle de Loop: break, continue, range 🧩 Estruturas de Dados Fatias e Matrizes Característica Matriz Fatia Tamanho Fixo Dinâmico Redimensionamento Não Sim Subj…  ( 3 min )
    From Phone Lines to Ethernet: An Introduction to Copper Cabling
    Preamble: Copper twisted pair cable is the most common type of wiring used for connecting devices to networks in offices. As a network professional, you will likely work with this type of cable every day. Knowing how twisted pair cable works will help you install and fix networks correctly. As you study this lesson, answer the following questions: Why are the wires inside twisted pair cables wound around each other? What's the difference between STP and UTP cables? How fast can different types of these cables transfer data, and how far can the signal travel clearly? How can you tell apart RJ11 and RJ45 connectors? What are coaxial and twinaxial cables used for? Unshielded Twisted Pair (UTP) Cable Twisted pair cable is a common type of copper wiring. It's been used for a long time for both …  ( 11 min )
    Guia de Estudo Go 2
    Guia de Estudo: Linguagem de Programação Go Este guia de estudo sobre a linguagem de programação Go, com foco em conceitos fundamentais, estruturas de controle, manipulação de dados e pacotes padrão. Declaração de Variáveis: Variáveis podem ser declaradas usando a palavra-chave var com um tipo explícito ou usando a declaração curta :=, onde o Go infere o tipo. Variáveis Globais vs. Locais: Variáveis declaradas fora de qualquer função são globais; variáveis declaradas dentro de uma função são locais. Valor Zero: Variáveis não inicializadas em Go são automaticamente atribuídas o valor zero de seu tipo de dado. Para um int é 0, para um float64 é 0.0. Tipos de Dados Numéricos: Incluem inteiros (assinados e não assinados, com tamanhos específicos como int8, int16, int32, int64, além do int…  ( 12 min )
    Talk to Your Kubernetes Cluster Using AI
    Today, I explored kubectl-ai, a powerful CLI from Google Cloud that lets you interact with your Kubernetes cluster using natural language, powered by local LLMs like Mistral (via Ollama) or cloud models like Gemini. Imagine saying things like: “List all pods in default namespace” And your terminal does the work — no YAML guessing, no docs tab-hopping. How does Kubectl-ai work? 1) You type a natural language prompt like “List all pods in kube-system”. 5) The actual kubectl command is executed on your active Kubernetes cluster. kubectl-ai supports the Model Context Protocol (MCP), the emerging open protocol for AI tool interoperability. 💡 This means you can: If you’re already building with MCP, this is a killer entry point into AI-assisted DevOps. Try It Yourself https://lnkd.in/e57aFwC6 Want to control Kubernetes with natural language? This is the cleanest, most extensible way to do it — and it works entirely in your terminal.  ( 3 min )
    How to Switch Windows in Rust Scripts Using Tauri
    Introduction Switching windows in Rust applications can be quite challenging, especially when using frameworks like Tauri. If you've encountered difficulties in bringing a window forward in your Rust scripts, you're not alone. Many developers face issues as they integrate various crates and utilize PowerShell scripts for window management. This article dives into solutions that can assist you in effectively switching between two applications: LivingPay.exe and dslrBooth.exe. Understanding the Issue Switching windows programmatically is often necessary for improved user experience in desktop applications. The problem typically arises due to Windows' focus management, which can prevent certain applications from coming to the forefront, especially if they are minimized or blocked by other win…  ( 4 min )
    How to Build A CLI Todo App in Go
    In this tutorial, I'm going to show you how to create a CLI To-Do app using Go (Golang). We'll build this application from the ground up, and by the end, you’ll have a working command-line tool where you can manage your todos. You’ll gain practical experience in working with flag arguments to parse command-line inputs and handling JSON data for storing and reading your todos directly from a JSON file. Create a main.go file with package main & a main function. For now we can just print out something we will come back to it later. package main import "fmt" func main() { fmt.Println("Inside main in todo app") } Create a todo.go here we will define the todo structure & functionality. type Todo struct {     Title       string     Completed   bool     CreatedAt   time.Time     CompletedA…  ( 9 min )
    How African Dance Continues to Influence Global Arts and Movements
    How Has African Dance Influenced Global Culture? The impact of African dance on global culture is profound, spanning centuries and continents. From its vibrant movements to its spiritual roots, African dance has contributed significantly to the evolution of global music, performance arts, and even social movements. It is not just a cultural expression but a powerful force that has influenced everything from popular music to fashion and dance styles seen on the streets of cities around the world. Through its diverse rhythms and unique styles, African dance has transcended geographic boundaries, weaving itself into the fabric of global culture. The energy, creativity, and cultural significance of African dance have touched various facets of society, making it a key element in shaping moder…  ( 6 min )
    🎚️ Precision Sliders with Slider RS
    Hey Rustacean 👋! You know what's surprisingly hard to get right? A good slider component. Sure, you can slap together a and call it a day, but once you start wanting custom styling, accessibility, double-thumb range selectors, and gasp actual usability... well, things get messy. That's why we're beyond excited (and mildly sleep-deprived) to announce the release of Slider RS: an open-source, fully customizable slider component for your favorite Rust & WASM frameworks like Yew, Dioxus, and Leptos. It's slick. It's precise. It's accessible. And yes, Ferris the Crab personally approves 🦀. Modern web apps need sliders that don't suck. Periodt. From fancy dashboards to media scrubbers and range filters, every app deserves a component that: ✅ Looks good (without writing a …  ( 6 min )
    Some HTML Tags and What They Are For Header / Nav / Section / Aside / Article / Main
    🧒 Explained for a child: Let’s see: is like the front door with the house’s name. It's where you see the title, logo, or the main menu. is like a map inside the house. It shows you all the paths (links) you can take on the website. is like a room inside the house, like the bedroom or the kitchen. Each room has something special going on. is like a side shelf with extra stuff. It might have tips, fun facts, or toys that match what you're doing. is like a little book you can read on its own. It could be a story, a blog post, or some news. is like the heart of the house, where the most important stuff lives. That’s what you came to see — the main game, story, or list.  ( 3 min )
    Unveiling Common Public Attribution License 1.0: A Holistic Exploration of Open Source Fairness
    Abstract This post offers a comprehensive look into the Common Public Attribution License (CPAL) 1.0, an innovative open source and fair code license designed to guarantee proper developer recognition. We break down its history, core concepts, features, real-world applications, and challenges. In addition, we examine how CPAL fits into today’s open ecosystem, compare it with similar licensing models, and predict future trends in licensing innovations. With deep technical insights and clear examples, this article will serve as a definitive guide for developers, legal professionals, and open source enthusiasts. Keywords: CPAL, open source licensing, developer attribution, fair code, open collaboration, open source sustainability, blockchain licensing, compliance, attribution requirements…  ( 8 min )
    🚀 End-to-End Docker: Apache Server Build, Push, and Networked Deploy
    So I finally sat down and got hands-on with Docker — and not just the hello world kind of hands-on. I mean building, customizing, pushing, and deploying an Apache web server inside a Docker container, running it on EC2, and even setting up a custom Docker network to simulate more complex environments. It started off simple. Then got frustrating. Then got cool. Then very frustrating. Then… actually awesome. If you’re ready to go from “I think I understand Docker…” to “I just built a full web server from scratch using Docker”, then this one’s for you. Let’s dive in. Docker is a tool that allows developers to package applications and all their dependencies into lightweight, portable containers. Why should you care? Because: It works everywhere (local, staging, prod). You avoid the classic “wo…  ( 6 min )
    Nextjs Oauth2 Integration with AuthAction
    AuthAction is a powerful authentication and authorization platform that offers a range of features, including support for single-page applications (SPA) and machine-to-machine (M2M) applications. It provides an easy-to-use interface for managing users, roles, and organizations, and supports OAuth2 and social logins. Best of all, AuthAction is scalable, allowing up to 50,000 monthly active users for free. Whether you're developing an app for a startup or a large enterprise, AuthAction provides a flexible and secure solution for your authentication needs. In this blog, we'll explore how to integrate OAuth2 authentication into a Next.js application using NextAuth.js with AuthAction. It demonstrates how to set up authentication, handle login and logout, and protect routes and API endpoints. Th…  ( 4 min )
    🚀 Angular 20: What’s Coming and Why the Release Cycle Matters
    Angular continues to lead the way in enterprise web development with its commitment to high performance, scalability, and developer, friendly tools. With Angular 20 releasing on May 29, 2025, the framework is set to deliver groundbreaking new features that promise to elevate development workflows. But what truly sets Angular apart is not just its technical prowess, it’s the reliability of its release cycle, which ensures Angular evolves in a stable and predictable way. Let’s explore what’s coming in Angular 20 and why the Angular team's disciplined release schedule is a major asset for developers. Angular 20 introduces several exciting enhancements designed to boost performance, improve the developer experience, and keep up with modern web standards. Here's a closer look at the most antici…  ( 6 min )
    History of JavaScript
    1994–1995: Netscape and the Early Web Throughout the 2010s JavaScript’s ecosystem exploded, solidifying its role as a cornerstone of web development. Many high‑level frameworks and libraries emerged to build complex applications: . Key Milestones (Timeline): Dec 1995: JavaScript announced by Netscape/Sun June 1997: ECMAScript 1 standard (ECMA-262) published 1998–1999: ECMAScript 2 and 3 released2006: jQuery library released 2009: ECMAScript 5 released; Node.js launched (May 27, 2009) 2010: Google open-sources AngularJS 2013: Facebook open-sources React 2014: Evan You releases Vue.js 2015: ECMAScript 6 (ES2015) finalized 2016–2024: Annual ECMAScript updates (ES2016, …, ES2024) delivered These milestones trace JavaScript’s journey from a simple browser scripting hack to a modern, standardized language and ecosystem at the core of web development  ( 6 min )
    How to Resolve 'invalid_scope' Error in OAuth 2.0 Java
    Introduction If you're working with OAuth 2.0 in Java and encountering the 'invalid_scope' error, you're not alone. This issue commonly arises when attempting to obtain an access token for specific API scopes. In this article, we'll examine why this error occurs and provide actionable solutions to help you successfully retrieve the access token for Firebase Messaging and other Google APIs. Understanding the 'invalid_scope' Error The error message you received: {"error":"invalid_scope","error_description":"Invalid OAuth scope or ID token audience provided."} indicates that there is a mismatch between the scopes you are requesting and what is permitted by your OAuth application. This can happen for several reasons: Incorrect Scopes: The scopes you are specifying do not match those that th…  ( 4 min )
    From Stock Pitch Competitions to Wall Street Jobs
    Stock pitch competitions are a common feature in the finance world, offering participants a chance to present their analysis of a company’s stock to a panel of judges. These events are not merely exercises in presenting financial data; they help build foundational skills that can be important in various finance roles, including those on Wall Street. While the connection between performing well in these competitions and securing a job in investment banking, equity research, or asset management is not direct or immediate, there are several ways in which the experience can shape a professional path toward these roles. At their core, stock pitch competitions require participants to research a company’s financials, industry position, and market prospects in depth. Competitors must evaluate whet…  ( 7 min )
    Create JavaScript Dynamic List (Step-by-Step Guide)
    A dynamic list updates based on user actions like adding, removing, or editing items. In this tutorial, you'll learn how to create a dynamic list using HTML, CSS, and JavaScript. Basic knowledge of HTML, CSS, and JavaScript A code editor (like VS Code) A browser for testing Create a basic HTML file: Dynamic List ul { padding-left: 20px; } li { margin-bottom: 5px; } button { margin-left: 10px; } Dynamic List Add Create a file named script.js and add the following code: function addItem() { const input = document.getElementById('itemInput'); const value = input.value.trim(); if (value === '') return; const li = document.createElement('li'); li.textContent = value; const removeBtn = document.createElement('button'); removeBtn.textContent = 'Remove'; removeBtn.onclick = function () { li.remove(); }; li.appendChild(removeBtn); document.getElementById('itemList').appendChild(li); input.value = ''; input.focus(); } How It Works? The user types a value in the input field. When the Add button is clicked, addItem() runs. It creates a new with the input text and a "Remove" button. Clicking "Remove" deletes that item. Here is the full example in JSFiddle. You now have a simple dynamic list using JavaScript. You can improve it by saving items to localStorage, adding edit buttons, or using frameworks like React for complex UIs.  ( 3 min )
    Data Defense 101: Key Practices for Mitigating Security Incidents
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    Inspired by how simple and strategic this is.
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    Um desabafo sincero
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    ⚔️ The Final Bosses of No-Code (Part 2): 5 More Underrated Weapons You Shouldn’t Sleep On 😴💥
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    Why is the QMenuBar not displaying in my Qt Application?
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    I Built a New Programming Language for Neurodivergent Creators — Meet Sona
    Why I Built Sona Modern programming languages weren’t built with neurodivergent or first-time coders in mind. That’s a gap I couldn’t ignore. As a self-taught developer, I spent years battling syntax errors, inconsistent tooling, and steep learning curves — not because I lacked motivation, but because the language design just wasn't made for brains like mine. So I built Sona — an open-source programming language designed to simplify coding, reduce friction, and empower creativity. What Makes Sona Unique? Minimal, readable syntax (inspired by Python, Rust, and Go) REPL-first development (Sona v0.4.3 just launched!) Modules that feel native and expressive (import fs, stdin.input(), etc.) Designed for focus + accessibility, including neurodivergent users Fully open-source, interpreter built with Python + Lark Current Progress ✅ Interpreter up to v0.4.3 ✅ 12+ core modules complete (fs, http, json, env, stdin, etc.) ✅ REPL mode: multiline function support, :env commands, graceful errors ✅ Preparing for public alpha (v1.0) Call to Action This is your invitation to help shape the future of dev tooling. 👉 Try Sona. Star it. Fork it. Build something with it. 👉 Join our mission to make programming more inclusive. 🌍 [https://github.com/Bryantad/Sona Want to contribute or support? DM me here  ( 3 min )
    Getting Started with Solana: 5 Essential Tools Every Developer Should Use
    🧰 Prerequisites: Basic understanding of Solana and Rust Rust installed Node.js + Yarn/NPM Git Devnet SOL (use solana airdrop) 🚀 Step-by-Step Setup: sh -c "$(curl -sSfL https://release.solana.com/stable/install)" Verify installation: solana --version solana config set --url https://api.devnet.solana.com cargo install --git https://github.com/coral-xyz/anchor anchor-cli --locked Verify: anchor --version Head to https://beta.solpg.io/ solana-keygen new --outfile ~/.config/solana/devnet.json solana config set --keypair ~/.config/solana/devnet.json solana airdrop 2 Install the SPL CLI tool: cargo install spl-token-cli Create a new token: spl-token create-token Create an account to hold it: spl-token create-account spl-token mint 1000 Solana Explorer Solana Beach Use these to track program logs, token mints, and transactions. How to set up CLI and Anchor How to prototype with Solana Playground How to mint SPL tokens How to inspect on-chain activity Deploy a real Anchor contract to devnet Explore NFT tools like Metaplex Build your own frontend using React + Phantom  ( 3 min )
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    Why Code in Dark Mode?
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    ⏱️ Solana’s Proof of History (PoH) — The Clock That Powers the World’s Fastest Blockchain
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    The Modern Frontend Fantasy is Falling Apart – Astro, Qwik, and Solid Aren’t the Future
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    Create Smart Forms Without JavaScript: The Magic of HTML and AJAX
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    Fundamentals of Backend development
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    Productivity Unlocked: Your Guide to Daily Inbox Processing
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    Appliances Powered by Wireless Charging Technology: A Glimpse into the Future of Cord-Free Convenience
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    Fixing Bugs Found on Production
    You get a message from the Customer Success team, "can someone please help me identified what is wrong with this?", you find yourself with some time on your hands and decide to help out. "Yes, I can help you out with this. Do you know what are the steps to replicate this issue?". If you are lucky Customer Success says yes and gives you the steps to replicate, on the other hand they will say no. If they said no that means they probably spent a good amount of time trying to replicate the issue but were not able to, now it is on you to guess what what the problem is. Good luck. If you were the one that worked on the feature that is defective you may have some intuition guideline, "this is probably because I did not test this properly when I coded it", in this case you may already know the so…  ( 4 min )
    How to Diagnose a Segmentation Fault in Perl Scripts?
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    How I Code Fast with AI and Still Own the Result
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    🛠️ Comparing the Best No-Code/Low-Code Platforms to Build Your Next App
    Are you a solo founder, non-coder, or just someone who wants to build fast without diving deep into code? No-code/low-code platforms are a game changer. In this post, I’m comparing some of the most popular ones: Bubble, Webflow, OutSystems, and a few others I’ve personally tested. 🚀 1. Bubble — The Workflow Wizard ✅ Pros: Built-in database and user authentication Easy API integrations Highly customizable via plugins or JavaScript ❌ Cons: Slower performance for large apps Responsive design requires patience 🔧 Use Cases: 2.🎨 2. Webflow — The Designer’s Dream ✅ Pros: Built-in CMS and SEO tools Fast & secure hosting included ❌ Cons: Requires separate tools (like Memberstack, Xano) for full-stack apps 🔧 Use Cases: 🧩 3. OutSystems — The Enterprise Giant ✅ Pros: Drag-and-drop builder + serious deployment tools Generates native iOS/Android apps ❌ Cons: Overkill for small projects or solo builders Learning curve for non-developers 🔧 Use Cases: 📱 4. Glide — The Spreadsheet Speedster ✅ Pros: Lightning-fast MVPs Zero coding needed ❌ Cons: Limited logic complexity 🔧 Use Cases: 🔥 5. Adalo — The Mobile MVP Maker ✅ Pros: Built-in database, components, and navigation Publish to App Store/Play Store ❌ Cons: Performance bottlenecks with heavy data 🔧 Use Cases: ⚙️ 6. Wized + Figma — The Designer-Dev Hybrid ✅ Pros: Works seamlessly with Xano or Airtable Great for designers who want functionality ❌ Cons: Learning curve for logic setup 🔧 Use Cases: 🧪 Want to ship fast? → Use Glide or Webflow 🧱 Need full-stack power? → Use Bubble or Wized 🏢 Big enterprise app? → Use OutSystems 📱 Mobile-first idea? → Try Adalo  ( 5 min )
    10 Must-Read Books for Tech Entrepreneurs
    Strategic reading molds exceptional technical founders. Select the right books, and you'll develop the frameworks needed to scale your startup beyond pure engineering excellence. Whether you're a senior engineer stepping into a leadership role or an aspiring entrepreneur eager to make your mark, the right literature can provide invaluable insights and strategies. After guiding dozens of technical founders through critical growth phases, I've identified the books that consistently drive breakthrough moments. These aren't just theory-heavy business texts; they're practical guides that bridge the gap between technical capability and organizational scale. Each selection has repeatedly proven its worth in real-world scenarios, helping engineering leaders avoid common pitfalls and accelerate …  ( 7 min )
    What Ashkan Rajaee Taught Me About Remote Work, Structure, and Focus
    There are plenty of articles about remote work setups, digital tools, and productivity hacks. But every now and then, someone shares something that shifts your entire perspective. Recently, I came across a unique article featuring Ashkan Rajaee, an entrepreneur who set up a mobile workspace in the middle of the California desert. It was more than a productivity post. It was a blueprint for focus, structure, and intentional work. 👉 Read the full article on LinkedIn Ashkan didn’t just show off his gear or daily habits. He demonstrated how a simple, controlled environment can power serious work. The desert setup is stripped of noise, clutter, and distraction. What’s left is clarity. The tools were simple. A MacBook Pro, iPad Pro as a second screen, a foldable table, noise-canceling headphon…  ( 4 min )
    🚀 Revolutionizing HR: Building a Smart, Engaging HR Assistant Chatbot with OpenAI
    Why created this chatbot? 🤔 In today's fast-paced work environment, HR teams are constantly challenged to provide timely support, answer repetitive queries, and ensure employees have easy access to policies and resources. While traditional chatbots offer basic Q&A, the true power of AI lies in its ability to understand context, invoke external tools, and deliver personalized assistance. This HR Assistant Chatbot was created to showcase how the OpenAI API can go beyond simple chat completions—leveraging function calling to process leave requests, fetch payslips, and direct general queries to a rich knowledge base of company HR policies. The result is a dynamic, interactive assistant that not only answers questions but also performs actions, making HR support more efficient and engaging f…  ( 4 min )
    Programming language of the future Part 4: Distributed Actors
    A good programming language should model it's domain in the most straight-forward way - that way there are no rough edges, no friction. The programmer has no gotchas to work around, the code flows naturally. Distributed programming in modern mainstream languages is not that experience, and in this blog we will go over a part of the solution, the one having to do with coordination of distributed actors. OOP models a program as an interaction between objects, and its implementation in most modern languages work well in a single-threaded context. But as soon as concurrency gets introduced - you either introduce a whole different mechanism than the objects you've been building with up til this point (threads and mutexes and thread-local variables), or an event loop, and a split in the laguage …  ( 7 min )
    Sharing Pages Drop: A Free Platform for Web Deployment and File Sharing
    When you need to deploy a simple HTML page (like one generated by AI), or quickly share some design drafts, or deploy a small website from a ZIP package, what tools do you usually use? A lot of the time, you either find hosting too expensive or the setup process too complicated. Recently, I discovered an online tool called Pages Drop, and it seems pretty neat. It's essentially a place for hosting and sharing files, and crucially, it's completely free and very convenient to use. Why do I think it's worth sharing? Mainly for these reasons: Although there are similar products, such as Tiinyhost, Static App, etc., the free plans have very few resources and are very restrictive. The free tier is quite generous: Completely Free: The core features are genuinely free to use. Unlimited File Upl…  ( 4 min )
    How to clone documents with form fields in BoldSign
    Managing repetitive tasks like onboarding or contract renewals can be time-consuming. Document cloning in BoldSign transforms this process by allowing you to duplicate existing documents, including prefilled form field values. This not only ensures accuracy but also saves valuable time by reducing manual effort. Whether you’re handling routine tasks or trying to maintain consistency across documents, this feature is designed to streamline your workflow. In this blog, we’ll show you how to use the document cloning feature effectively. In BoldSign, cloning a document with form field values is a straightforward process. Follow these steps to clone a document and retain the prefilled data in the form fields: 1. Log in to your BoldSign account or create a new one if you don’t have an account y…  ( 4 min )
    🧠 I Built a Python Script That Finds Duplicate Files So I Can Stop Wasting Storage
    Take this as an GIFT 🎁: Build a Hyper-Simple Website and Charge $500+ And this: Launch Your First Downloadable in a Week (Without an Audience) GET A 50% DISCOUNT—EXCLUSIVELY AVAILABLE HERE! It costs less than your daily coffee. Also our new product 80% DISCOUNT For Devs.: 🔥 100+ Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell Just it, Enjoy the below article.... Let me paint you a picture: You're doing a little digital spring cleaning, and you realize you've got triplets of the same file: invoice_final.pdf invoice_final_v2.pdf invoice_final_2_REAL_FINAL.pdf Or worse… you downloaded the same meme 17 times in 2 years. want to be a hoarder, but your files say otherwise. So here’s what I did: finds and removes duplicate files — even if the…  ( 6 min )
    Escape Learning Loops and Build Projects for Profit
    Take this as an GIFT 🎁: Build a Hyper-Simple Website and Charge $500+ And this: Launch Your First Downloadable in a Week (Without an Audience) GET A 50% DISCOUNT—EXCLUSIVELY AVAILABLE HERE! It costs less than your daily coffee. Also our new product 80% DISCOUNT For Devs.: 🔥 100+ Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell Just it, Enjoy the below article.... Let’s talk about something painfully honest: You’ve been learning for years. But your bank account still says: “\$28.49 — mostly from a forgotten Udemy refund.” Ouch. So… what gives? You’re not broken. You’re just stuck in Tutorial Hell’s evil twin: This is the stage where developers keep building: Portfolio projects no one asked for Side projects that die quietly “Clone” apps …  ( 7 min )
    How to Transcribe & Summarize Meetings Locally with Meetily : The Best Self-Hosted, Open Source AI Meeting Tool
    A step-by-step guide to using Meetily for fully offline, private AI meeting transcription and note generation with no paid SaaS, no cloud. When people search “best AI meeting note taker” or “Otter.ai alternative open source”, what they often want is: ✅ Private transcription that doesn’t send audio to the cloud ✅ Accurate summaries of calls or meetings ✅ A free and self-hosted alternative to Otter.ai or Fireflies.ai That’s where Meetily stands out. Meetily is an open source AI meeting assistant that runs entirely locally on your device. It supports offline transcription, and data storage using Whisper.cpp. use Ollama (Bigger models), OpenAI, or other LLMs to generate summaries if needed. giving you full control over your sensitive meeting data. Here’s how people describe what they’re lookin…  ( 5 min )
    Angular: Beyond the fog #1
    Since I created Angular Docs AI assistant (powered by Kapa.ia), some questions have been left unanswered due to some level of uncertainty as the AI model faced some limitations. Discover some of these questions and how a personal understanding of Angular, its ecosystem, and the community helps to provide better answers! As the Angular 20 release is currently planned for 26th May week, the current official documentation is still based on Angular 19. Community content is also quite limited, and a decent amount of it is AI-generated content, providing unverified information. I'm currently working on providing you with the most up-to-date information about Angular 20, with a dedicated dashboard: feature list, commit history, Can I Use focus, tutorials, and quizzes. It'll be publicly shared fo…  ( 5 min )
    Turn Repetitive Work into React Tools People Pay For 💊
    Take this as an GIFT 🎁: Build a Hyper-Simple Website and Charge $500+ And this: Launch Your First Downloadable in a Week (Without an Audience) GET A 50% DISCOUNT—EXCLUSIVELY AVAILABLE HERE! It costs less than your daily coffee. Also our new product 80% DISCOUNT For Devs.: 🔥 100+ Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell Just it, Enjoy the below article.... Ever feel like you're just coding the same thing again and again? Same form. Here’s the good news: That repetition is a goldmine. Because if you're doing it over and over — someone else is too. And they'll probably pay you to never do it again. This article will show you how to turn those boring tasks into tiny React tools that solve painful problems and generate monthly income…  ( 6 min )
    Working with API Rate Limits: Lessons from Developer Mistakes
    Hello Dev.to readers! This time, we decided to adopt a slightly more serious tone and tackle a serious topic. In our New Gen Atari project, we hit rate limits hard. After that mess, we finally turned to the documentation. To keep you from falling into the same trap, I wanted to write a piece with above-average seriousness. API rate limits cap the number of requests you can make to an API in a given timeframe (e.g., 100 requests per minute). Exceeding these limits results in rejected requests, disrupting your application. They’re standard across platforms, whether free or paid tiers. Limits serve three key purposes: Security: Protect servers from malicious request floods. Resource Management: Ensure fair access for all users. Cost Control: Prevent excessive server resource consumption. Igno…  ( 5 min )
    How to Add Google OAuth in a Local Supabase Project
    How to Add Google OAuth in a Local Supabase Project Setting up Google OAuth in a local Supabase project can be tricky, but with the right steps, you can get it working seamlessly. Here's a quick guide to help you through the process. If you prefer a video tutorial, check out my YouTube video on this topic: But if you want more detail explanation, check out this video tutorial. I have explained everything in detail. Docker: Ensure Docker is installed and running. Supabase CLI: Install the Supabase CLI. You can check these videos if you need help with the installation: Steps to Set Up Google OAuth 1. Initialize a Local Supabase Project Navigate to your project root and run: supabase init This creates a config.toml file. Start the Supabase project:…  ( 6 min )
    Setting up ESLint in my Next.js + TypeScript project to keep code clean, consistent, and bug-free—a must for writing like a pro!
    I guess you're reading this in the same shoes I found myself in before writing this article. I decided to document my findings because of how hard it was. Still, it was fun to set up ESLint for my next project through its documentation and understanding what is going on, especially with the new changes. For those who do not know what ESLint is, I've got you. Eslint Rules Configuration file Parser With all these, there is the Eslint Custom Processors that draws JavaScript from other files for Eslint to lint the code. Also, not forgetting the Formatter in charge of the appearance With all these in mind, let's move to real business. Firstly, I will be using pnpm as my installer Start or bootstrap the next project. I will be using pnpm as my package manager npx create-next-app@latest next, pn…  ( 6 min )
    My Favorite Home Assistant Automation: Waking Up to the Smell of Coffee ☕️
    I recently set up Home Assistant and started exploring the world of smart home automation. One of my first—and now favorite—automations is part of my morning routine. Let’s be honest: waking up early sucks. Alarm clocks are loud, annoying, and stressful. I wanted something more peaceful to get me out of bed. And I found it… I wake up through the smell of coffee and the gentle bubbling sound of a moka pot. 😌 I bought this moka machine from Bialetti: https://www.bialetti.com/ee_en/moka-elettrika.html It’s called the Moka Elettrika, and it runs on electricity. I connected it to a smart plug that’s controlled by Home Assistant. At 7:55 AM, the smart plug turns on, powering the moka pot. The moka starts brewing right away. At 8:10 AM, the plug turns off again. By the time I'm awake, the apartment smells like fresh coffee, and I hear that cozy, comforting moka pot bubbling away. It’s such a calm and natural way to wake up—no loud noises, no stress. This tiny automation has made a huge difference in how I start my day. If you're into smart home stuff (or just love coffee), give it a try!  ( 3 min )
    Top 5 AI Tools That Can Boost Developer Productivity in 2025
    This post was originally published on Medium. I'm resharing it here for fellow developers and tech learners focused on productivity and AI tools. In 2025, AI is no longer just a buzzword. It’s a reliable assistant, a writing partner, a research analyst, and even a decision-making guide. If you're a solo developer or working in a small team, AI tools can easily fill the role of a full-time assistant — helping with writing, planning, organizing, and automating your workflow. Here are 5 AI tools that can genuinely replace or outperform a human assistant: ChatGPT (OpenAI) Research, summarization, planning, brainstorming GPT-4 Turbo supports long context conversations Great for developers to generate test cases, ideas, and plan features Notion AI Meeting note summarization, task extraction, and content generation Blends into your project workflows perfectly Dev teams can use it to log retrospectives, docs, and updates GrammarlyGO Tone refinement, rewrites, and quick replies Useful when writing client emails, proposals, or documentation Magical Automates repetitive typing and form-filling You can set text snippets for common code comments, support replies, etc. Claude AI (Anthropic) Reliable for long-form Q&A, documentation, and secure data handling Great for knowledge-heavy tasks and documentation generation If you're spending time on repetitive tasks — planning, writing, summarizing — these tools can handle them for you. They don’t just save time — they multiply your output. Try one this week and see the difference. ✍️ Written by @denizgokbudak 📚 Frontend developer exploring React, Next.js, and AI tools.  ( 3 min )
    Gas Leak Detection and Air Quality Sensors in Appliances: Ensuring Safety and Comfort in Modern Homes
    In today’s world, where home safety and environmental awareness are paramount, innovative technologies have found their way into everyday appliances, enhancing their functionality. Among the most important advancements are gas leak detection and air quality sensors integrated into household appliances. These features provide peace of mind by monitoring the air we breathe, detecting hazardous leaks, and ensuring a healthier indoor environment. From kitchen stoves to heating systems, and even smart home systems, the integration of gas leak and air quality sensors is a critical step toward creating safer, smarter living spaces. As these technologies evolve, they’re playing an increasingly important role in safeguarding the health of occupants while also promoting energy efficiency and sustain…  ( 6 min )
    Revise Python in 15 days for ML (2025) : Day 4 (Loop)
    Welcome to Day 4 of our Python journey! If you missed Day 3 where we explored operators and conditionals, make sure to check it out first! Loops are like having a super-efficient assistant who can repeat the same task multiple times without getting tired. Instead of writing the same code over and over, we can wrap it in a loop and let Python handle the repetition! Today we'll master two powerful loop types: 🔢 For loops - when you know exactly how many times you want to repeat something ⏱️ While loops - when you want to keep going until a condition changes A for loop works like this: Specify what you want to iterate through For each item, execute the indented code block Move to the next item and repeat until you've gone through everything name = "Ridwan" for i in name: print(i, 'i') …  ( 7 min )
    Why Technical Interviews Feel Broken - and How to Stop Failing Them
    There’s a strange paradox in tech: someone can be a solid developer, lead projects, write clean code, and still fail interview after interview. Not once, but over and over again. And we’re not talking about juniors. I’ve seen senior engineers freeze mid-sentence, forget terminology, or just walk away feeling like they bombed, even though they knew the answers. If that sounds familiar, you’re not alone. I’ve worked with developers for years: hiring them, preparing them, evaluating them. And here’s the truth: if you’re struggling with interviews, it doesn’t mean you're unqualified. It means the format is broken. In theory, a technical interview checks if you know your stuff. In reality, it’s a pressure cooker. Here’s what it throws at you: limited time unfamiliar phrasing of questions z…  ( 4 min )
    Modern Rails Rendering Techniques: Choosing Between Turbo Drive, Frames, Streams and Morph
    In the evolving landscape of Ruby on Rails development, creating responsive, dynamic user interfaces without heavy JavaScript frameworks has become increasingly accessible. With the introduction of Hotwire (HTML Over The Wire) and subsequent innovations like Turbo Drive, Frames, Streams, and the newer Turbo Morph, developers now have multiple options for building interactive applications. But which technique should you choose for your project? When should you use one over another? This guide will help you navigate these choices with practical examples. Understanding the Fundamentals Turbo Drive: The Foundation Turbo Frames: Targeted Updates Turbo Streams: Real-time Updates Turbo Morph: Fine-grained DOM Updates Decision Framework: When to Use What Real-world Example: Building a Comment Syst…  ( 9 min )
    [Boost]
    Model Invocation: Amazon Bedrock Karim Khalil ・ May 12 #aws #bedrock #ai  ( 2 min )
    How to Make Your Perl Script Executable in CGI-Bin?
    If you've uploaded a Perl script (.pl file) to your cgi-bin directory on your web server and you're wondering how to make it executable, you're not alone. Many newcomers to web development encounter this challenge when working with CGI scripts. The good news is that making your Perl script executable is a straightforward process that involves adjusting file permissions on your server. In this article, we will walk through the necessary steps to ensure your Perl script is set up correctly for execution. Understanding the basics of CGI and Perl Scripts Perl is a versatile programming language that is often used for writing CGI scripts, which are executed on the web server to produce dynamic content. When a client (like a web browser) requests a Perl script, the web server needs to know that …  ( 5 min )
    [Boost]
    How to Use the Jailer Database Tool for Effective Database Subsetting Wisser ・ May 13  ( 2 min )
    3. Longest Substring Without Repeating Characters Solved
    Given a string s, find the length of the longest substring without duplicate characters. Example 1: Input: s = "abcabcbb" Input: s = "bbbbb" Input: s = "pwwkew" Constraints: 0 int: char_set = set() left = 0 max_length = 0 for right in range(len(s)): while s[right] in char_set: char_set.remove(s[left]) left += 1 char_set.add(s[right]) max_length = max(max_length, right - left + 1) return max_length Each character is added and removed at most once → O(n) Set gives constant time lookup → fast Use this sliding window + set pattern whenever: You need the longest substring/subarray with no repeats You need to maintain a dynamic window of valid elements Time & Space Complexity: Type Value Time O(n) (each character is visited at most twice) Space O(min(n, m)) where m is the character set size (e.g. 26 lowercase)  ( 3 min )
    Uploading Files to Cloudflare R2 from the Frontend (No Axios Needed!)
    Are you building a file upload feature for your web app? Step 1: Generate a Signed Upload URL on the Server Click here to read article about generating signed url. Here’s an example response from your backend API: { "signedUrl": "https://your-bucket.r2.cloudflarestorage.com/filename.png?X-Amz-Algorithm=AWS4-HMAC-SHA256&..." } Step 2: Upload from the Frontend Using Fetch ✅ HTML: Upload ✅ JavaScript: async function uploadFile() { const input = document.getElementById('fileInput'); const file = input.files[0]; if (!file) return alert("Please select a file!"); // 1. Get a signed upload URL from your backend const res = await fetch(`/api/r2-signed-url?filename=${encodeURIComponent(file.name)}`); const { signedUrl } = await res.json(); // 2. Upload the file directly to R2 const uploadRes = await fetch(signedUrl, { method: 'PUT', body: file, }); if (uploadRes.ok) { alert("✅ Upload successful!"); } else { alert("❌ Upload failed."); } } Why This Works No extra libraries (no axios) Faster uploads because the file goes straight from browser → Cloudflare Secure: your app’s R2 credentials stay on the server Scalable: you don’t stress your backend with file payloads Don't Forget CORS! PUT * * 📌 Author: Nurul Islam Rimon 🔧 Fullstack Developer | Expertsquad  ( 4 min )
    We built a browser-like inspect tool for prompts 🛠️🎛📄
    Hey everyone! 👋 I’m excited to share something we’ve been working on for a while: Prompt Inspector 🕵️‍♂️ – a browser-like inspect tool for debugging and understanding your prompts for large language models (LLMs). 🧑‍💻 A few months ago, we were deep into a project that analyzed GitHub repos using LLMs. Our prompts were getting longer and more complex, and we kept running into the same problem: 🤔 Which part of my prompt was actually influencing the output? It felt like we were flying blind, tweaking random lines and hoping for the best. It reminded me of the early days of web development-before browser devtools made debugging HTML and CSS so much easier. 🕸️ That’s when it hit us: 💡 Why isn’t there an “Inspect Element” for prompts? Prompt Inspector is our answer to that question. …  ( 4 min )
    Give me 3 reason that why python is best other than any programming languages?
    A post by Velvosoft  ( 2 min )
    Smart Fridges Ordering Groceries Automatically: A Glimpse into the Future of Kitchen Convenience
    In the ever-evolving world of smart home technology, the kitchen has become a major frontier for innovation. One of the most transformative developments is the smart refrigerator, a device that goes beyond simple cooling to offer intelligence, connectivity, and automation. Among its most compelling features is the ability to automatically order groceries when supplies are low. This once futuristic concept is becoming a tangible reality, reshaping the way we interact with food, shopping, and household management. A smart fridge is an internet-connected appliance equipped with sensors, cameras, and software that allow it to perform a range of functions beyond traditional refrigeration. These include temperature control, inventory tracking, internal cameras for remote viewing, expiration date…  ( 5 min )
    How to Fix Rust Compilation Error When Reading Tokens from File
    Introduction In Rust, handling files and processing their content efficiently is crucial, especially when dealing with potentially large files. A common scenario involves reading lines from a file and splitting those lines into individual tokens based on whitespace. However, you might encounter a compilation error due to how Rust handles lifetimes and references. In this article, we will explore the origin of this issue and provide a solution that returns an iterator of owned String values without allocating too much memory upfront. Understanding the Compilation Error When you attempt to return a value that references function parameters, Rust will flag this as an error. Your original code attempts to utilize the .split_whitespace() method, which returns slices of the original string. The …  ( 4 min )
    Generating TypeScript client from .NET 9 API with OpenAPI and Orval
    A step-by-step guide on how to automatically create strongly typed TypeScript client for your .NET API service. First, let's demonstrate how to create an API. All examples are provided using console utilities, but they can be reproduced using IDE of choice. Let's create a solution for our application: dotnet new sln - name OpenApiDemo Creating a full-scale WebAPI project with controllers: dotnet new webapi -use-controllers -n DemoApi And let's add it to our solution: dotnet sln add DemoApi As a result, you will have file structure like this: Recently, Microsoft introduced their own API description generator, reducing the reliance on Swashbuckle Swagger. Although this decision generated some controversy, considering the recent commercialization of many free libraries such as MassTransit…  ( 4 min )
    Python Mutability
    Changing a value of immutable type results in an automatic copy Changing a value of mutable type causes it to mutate in place 🧠 Understand the Python Data Model better using memory_graph Python Mutability  ( 2 min )
    Day 19/ 30 Days of Linux Mastery: File Viewing Commands (cat, less, more, head, tail)
    Table of Contents Introduction What Are These Commands? Real-World Scenario: Using File Viewing Commands Conclusion Let's Connect Welcome back to day 19!.Today’s focus is on file-viewing commands: cat, less, more, head, and tail. When working with files in Linux, being able to view logs, outputs, and configuration files quickly is critical. You don’t always need to open a full editor like vim, sometimes a simple peek is all you need. Let’s get into it! Command Purpose cat Concatenate and display file contents less View file one page at a time, scrollable more Similar to less, but can only scroll forward head Show the first few lines of a file tail Show the last few lines of a file (often logs) You work as a Junior Linux Admin. Your team gives you a log file and say…  ( 4 min )
    Publish a Vue.js 3/Vite Project on GitHub Pages
    Publishing a static website for portfolio or information is cool.We can do it for free using github pages. This guide will walk you through the process of deploying a Vue.js 3 application built with Vite to GitHub Pages. GitHub Account - We need a GitHub account to create a repository. Vue.js 3 Project - A Vue.js 3 project created using Vite. Git - Installed and configured locally. I won't talk much about about basic initialization as you already know what to do! I am skipping the basics, make sure to initialize them such as: create vue project using vite(npm create vite@latest) git repository (from git init to git push) Lets jump into the project configuration part When deploying to GitHub Pages, we need to specify the base URL for our application. GitHub Pages serves the site from a sub…  ( 5 min )
    Google Got Fined $1.4 Billion for Data Abuse, So Here’s What Devs Should Be Auditing
    Google just paid $1.375 billion to Texas for secretly tracking users, collecting geolocation, voiceprints, and facial recognition data even with privacy settings disabled. The headlines scream “Big Tech scandal” — but here’s the real message: If your app handles user data, you’re part of this conversation. And if you’re using tools like Firebase, Google Analytics, or Meta Pixel in production without understanding what’s being captured, you’re one misconfigured SDK away from a privacy disaster. 🔍 So, What Should Developers Do? Re-check what your analytics are logging. Google Analytics 4 tracks more than you think by default, especially if you’ve enabled Enhanced Measurement. Alternative: Try Plausible or PostHog. They’re privacy-first, self-hostable, and GDPR-compliant. Audit your use of location data. If you’re using React Native Geolocation, are you requesting location only when needed? In web apps, check the navigator. Geolocation calls, are you storing or sharing that info? Facial recognition libraries? Tread carefully. Read your dependencies’ privacy policies. Cookies and localStorage: keep them clean. Use libraries like cookie-consent and tools like Cookiemonster.dev to flag risky behavior early. 🧠 The Bottom Line As devs, we build the foundation of user experiences, and that includes privacy-first defaults. Not because it’s trendy, but because it’s now a requirement.  ( 3 min )
    How to Use the Jailer Database Tool for Effective Database Subsetting
    In the world of data management, tools that facilitate efficient database handling can significantly ease the burden of tedious tasks. One such tool is Jailer, specifically designed for database subsetting and relational data browsing. In this guide, we will explore how to utilize Jailer effectively, troubleshoot common issues, and understand its remarkable features. Jailer is like a master chef in the kitchen of your database world. It takes your main database and elegantly slices it into smaller, manageable pieces, ensuring that the flavors of consistency and integrity are maintained. You can think of it as creating small samples of test data (like bite-sized portions of your favorite dish) while still capturing the essence of the original recipe. Exports consistent and referentially…  ( 4 min )
    What is Back-end engineering
    Back-end engineering involves creation and maintenance of server-side ,logic,database that powers a web or web-application. who is a Back-end-engineer? Is a software-developer who focuses on building and maintaining the server-side of the application. Responsibilities of a Back-end Engineer. Authentication and security :implementing secure login systems,data encryption and access control. Database Management:Designing,creating and maintaining databases e.g MongoDB,PostgreSQL,MySQL. Server-side logic:writing code that process request,applies proper responses and applies business rules. API Development:Creating and Managing Restful or GraphQL apis that allow communication between front-end and Back-end. Performance Optimization:Ensuring the application runs efficiently under various loads. Common Technologies used by a Back-end-engineer Languages :Python,PHP,GO,Java,C#,RUBY,Javascript. Frames-works:Django/flask,La-ravel/cog-niter,spring-boot(java) ruby on rails(Ruby) Node-js(Java-script). Databases: MySQL, PostgreSQL, MongoDB, Redis. -** Tools/Platforms**: Docker, Kubernetes, AWS, Azure, CI/CD tools like Jenkins or GitHub Actions. Example Scenario: Receives the form data. Validates and processes it. Stores it in the database. Sends a response back to the front-end (like a success message or error). In short, back-end engineers make the digital "plumbing" work—handling the logic, data, and systems that power applications.  ( 3 min )
    sol-trading-service
    🚀 Excited to share sol-trading-service, an open-source core service designed for copy trading on the Solana blockchain! 🌟 If you’re into DeFi, crypto trading, or blockchain development, this project is a game-changer for automating your trading strategies by replicating trades from target wallets seamlessly. 🔹 Automated Copy Trading: Effortlessly mirror buy and sell trades from any Solana wallet you trust. Install Bun runtime Configure your private key and environment Launch the service and start copying trades from your favorite wallets! Crypto traders looking to automate and scale their strategies Blockchain developers building DeFi tools and bots Anyone interested in Solana ecosystem innovation Check out the full repo here 👉 https://github.com/WangWilly/sol-trading-service  ( 3 min )
    Funding in Open Source: A Conversation with Chad Whitacre
    “Open source isn’t a market economy. It’s a gift economy.” — Chad Whitacre, Head of Open Source at Sentry Recently on the Pomerium livestream, I caught up with Chad Whitacre to talk about open source funding, what sustainability actually means, and why the usual market lens doesn’t always apply. Chad’s been part of the open source world for decades. His experience spans both community-driven projects and the practical realities of building support structures inside companies. The full conversation runs a little over an hour and covers a lot of ground, including burnout, corporate responsibility, and how to make open source support more than a feel-good side project. If you want to catch the full thing, you can watch it on YouTube. If you’re just looking for the main takeaways, keep readin…  ( 5 min )
    🧱 I Built My Python Web App Like a City (Not an App)
    Take this as your $25 FAST-TRACK 🚀: Access 7,000+ High-Quality GitHub Resources & Launch a Working AI SaaS in a Weekend 7,000+ top GitHub resources from the best Hacker News launches—all for less than a coffee. Get everything you need to build your AI SaaS in a weekend. Just it, Enjoy the below article.... When we build software, we often talk in terms of architecture — but then we write it like we're throwing bricks into a void. Last month, I decided to treat my Flask web app like a real, living city. Every module is a district. Every endpoint is a building. Routes are roads. Middleware is traffic control. grows, congests, decays, and revitalizes. Here’s what happened when I stopped thinking like a coder and started thinking like a city planner. You don’t just throw up random buildin…  ( 7 min )
    ⚙️ Want a private, offline AI assistant? Here’s the structure that makes it work: Model + Persona + Document.
    Model + Persona + Document: A Simple Framework for Local AI Workflows Anthony Fox ・ May 13 #ai #productivity #opensource  ( 3 min )
    🧑‍🏫 How to Teach GPT to Code Python your way
    Take this as GIFT : The Evolution of Hacking: From Phone Phreaking to AI Attacks And this : The Forbidden Programming Techniques They Don’t Teach You Learn the programming secrets they don’t teach you in school. Master these techniques, and you’ll be ahead of the pack in no time. Just it, Enjoy the below article.... “AI doesn’t replace developers. It becomes your first apprentice — if you treat it right.” Imagine this. You walk into work. They can write code. They can debug. They can read documentation faster than you ever could. But here’s the twist… They have zero judgment. That intern? That’s GPT. And today, I want to show you how to turn this intern into a Python-coding apprentice that actually learns from you, improves with every prompt, and helps you become a better developer — n…  ( 7 min )
    Build Fast, Build Smart: How I Use APIs to Launch MVPs in Days — Not Weeks
    Build Fast, Build Smart: How I Use APIs to Launch MVPs in Days — Not Weeks "Speed doesn’t mean rushing — it means removing friction." In the world of startups, speed is survival. But here's the reality most founders overlook: 🚨 You don’t need to build everything from scratch. If you're trying to validate an idea or get user feedback early, investing weeks into building custom payments, login systems, or analytics dashboards is a trap. As a developer who helps founders ship fast and ship smart, here's my go-to playbook: API-first MVP development. I’ve worked with startups and solo founders who made the same mistake over and over: They treat the MVP like a final product. They spend time and budget: Writing custom authentication logic Building their own payment gateway wrappers Configuri…  ( 4 min )
    ⚡ Real-Time Data Dashboards with Python: Build a Lightning-Fast Web App for Live Metrics
    Take this as a CONTENT BOOSTER 💸: 85+ Ready-to-Publish Articles on Underground Coding & Hacker Techniques - Just the Price of Your Next Coffee TURN $5 INTO WEEKS OF CONTENT — Just one article can land you a client, boost your SEO, or 10x your posting schedule. and credibility. Publish instantly or bundle & resell. And this one too: 75+ Ready-to-Publish Articles on Bot Invasions & The Fake Internet Just it, Enjoy the below article.... In today’s data-driven world, businesses demand instant visibility into their key metrics — whether it’s sales performance, user engagement, or machine telemetry. Real-time dashboards aren't just for FAANG companies anymore. With Python and modern web tooling, you can build one in a weekend. This guide walks you through building a real-time web dashboa…  ( 7 min )
    Model + Persona + Document: A Simple Framework for Local AI Workflows
    Introduction As AI tools become more available to everyday developers, many are realizing they don’t need cloud access, API keys, or enterprise software to benefit. A private, local setup can offer fast, flexible, and secure AI capabilities — especially when structured around a simple system: Model + Persona + Document. This paper outlines a practical framework for integrating local AI into your workflow. It's not a tutorial (though one is linked at the end), but a conceptual guide for building your own assistant using local tools and minimal structure. The model is your language engine — a large language model (LLM) running entirely on your machine. Examples include: LLaMA 3 Mistral MythoMax You can run these models with tools like: Ollama — Easy model management and CLI access LM Studi…  ( 4 min )
    How to Fix Dart Code Error Detection in Android Studio Bumble Bee?
    When you create a new project in Android Studio, especially after an upgrade like the Bumble Bee version, you may face issues where coding errors are not detected. This can be frustrating as you're working with your Dart code. In this article, we'll explore potential reasons behind this problem and how to fix it effectively. Why Are Errors Not Showing Up in Android Studio? Dart is a language that uses a strong type system, which means it usually identifies errors during development. If errors are not appearing, there are a few possible causes: IDE Configurations: Sometimes, after an update, settings may return to defaults or change unexpectedly. Project Settings: Your project configuration might not be set up correctly for error detection. Dart and Flutter SDK: Issues with the SDK installa…  ( 5 min )
    From Tailwind CLI to Vite: A Developer’s Journey to Better Performance (2025 Edition)
    I’m always on the lookout for tools that can make my workflow faster, more efficient, and enjoyable. Recently, I decided to integrate Vite into my existing TailwindCSS CLI project, all-things-digital. My goal was to modernize my build process while keeping the simplicity of my current setup intact. In this blog post, I’ll walk you through the entire process—from creating a backup branch, integrating Vite into my current codebase and modularizing my code to take advantage of what Vite has to offer. By the end of this journey, you’ll have a clear understanding of how to upgrade your own project with Vite while maintaining modularity and performance. 1. Create a New Branch for Backup Before diving into any major changes, it’s essential to create a backup branch. This ensures that your curre…  ( 20 min )
    Como usar o PHP com AI? Eu te mostro!
    Neuron AI: O Framework PHP de Inteligência Artificial 🐘 Raziel Rodrigues ・ May 13 #php #braziliandevs #ai #opensource  ( 2 min )
    Neuron AI: O Framework PHP de Inteligência Artificial 🐘
    Neuron AI é um framework para lidar com IA usando PHP puro ou seus diversos frameworks como o Laravel ou Symfony. Neuron AI foi criado por Valerio Barbera https://www.linkedin.com/in/valeriobarbera/ da equipe do software inspector.dev, uma ferramenta de observabilidade PHP. Com este framework é possível trabalhar com AI de uma maneira muito flexível e prática usando PHP. Neste repositório, estou abordando os aspectos mais importantes do framework e do mundo da IA, onde é possível fazer tudo o que fazemos em outras linguagens de programação, como Node, Python ou Go, mas tudo usando o glorioso PHP em sua melhor forma. Para isso, eu irei usar o PHP puro, pois assim acredito que conseguimos realizar os testes de forma mais simples e sem acoplamento de muitas coisas. Então será necessário que v…  ( 7 min )
    🚀 DRF ViewSets & Routers Explained – Build REST APIs Faster with Django
    If you're building APIs with Django Rest Framework (DRF), chances are you've repeated the same CRUD logic over and over again. What if I told you there's a faster and cleaner way to handle API views and routing? That’s exactly what this tutorial is all about! 📺 Watch the full tutorial here: 🔍 What You'll Learn In this video, I explain: ✅ What ViewSets are in DRF and why they matter ✅ How to use Routers to automate URL patterns ✅ The difference between ModelViewSet, ReadOnlyModelViewSet, and custom ViewSets ✅ A hands-on coding demo that puts everything together By the end of the tutorial, you’ll be able to: Write less code Organize your API logic better Ship REST APIs faster 🚀 This tutorial is perfect for: Beginners who are just getting started with Django Rest Framework Intermediate devs who want to clean up their views Anyone building APIs in Django and wants to use best practices 📌 Watch Now 👉 Click here to watch the full tutorial on YouTube If you find it helpful, don’t forget to like, subscribe, and share with others! Drop your questions or feedback in the YouTube comments section — I respond to every one! Also, let me know what Django or Python topics you’d like me to cover next. Thanks for reading and watching. Happy coding! 👨🏽‍💻🐍 django #drf #restapi #webdevelopment #python #tutorial  ( 3 min )
    Setting Feedback Up for Success — Before the Conversation Even Starts
    When we talk about giving feedback, most of the advice out there focuses on how to say the thing. But what I have learned over time is that the real magic happens before the conversation even starts. Setting the stage can be the difference between feedback landing as a gift or feeling like an attack. Some of the most effective feedback conversations I have had - both from giving and receiving - actually started with a letter. When there's a lot to say, taking the time to write it down helps in more ways than one. It lets you rewrite, refine, and make sure the message you intend is the message that gets carried forward. You can catch moments where your tone might be too harsh, or where you're speaking from frustration instead of clarity. From the recipient's perspective, it's a game-change…  ( 4 min )
    Registering callback using std::function in C++
    Welcome to the next pikoTutorial ! Imagine you're building an application that processes some data and once it's done, the user needs to be notified about the result. Since you don’t want to hard-code the notification logic, it’s better to allow the user to register a custom function that will be called automatically after the data processing completes. std::function for callback registration One of the most flexible ways to implement callbacks in C++ is by using std::function. std::function can store and invoke any callable object (functions, lambdas, or function objects) that matches a specific signature. The overall syntax is: std::function name; Let’s define a ProcessData unction that accepts a callback and notifies the user once processing is complete. #include #include // Type alias for the callback type using CallbackType = std::function; // Function accepting callback as an argument void ProcessData(const CallbackType& callback) { // Simulate data processing std::cout << "Processing data" << std::endl; // Notify user via callback callback(true); } // Callback function definition void Callback(const bool result) { std::cout << "Callback called! Result: " << result << std::endl; } int main() { // Register a callback using an existing function ProcessData(Callback); // Register a callback using lambda function ProcessData([](const bool result) { std::cout << "Lambda called! Result: " << result << std::endl; }); // Register using callable object CallbackType cb = [](const bool result){ std::cout << "Callable called! Result: " << result << std::endl; }; ProcessData(cb); }  ( 3 min )
    The Soul of the Keyboard: A Brief History of WASD Keycaps
    In the world of keyboards, the WASD keycaps hold a special place. These four simple letters—W, A, S, and D—are often seen as the backbone of gaming. For most gamers, they’re more than just letters on a keyboard; they’re the foundation for movement in the virtual worlds they explore. But like all great inventions, the history of WASD keycaps goes beyond their initial function, evolving to become a symbol of gaming culture and a feature beloved by enthusiasts. Let’s take a journey through time to uncover the origins, evolution, and significance of WASD keycaps. The WASD layout, used predominantly in first-person shooters (FPS) and other action games, has become almost synonymous with gaming itself. But where did it come from? Originally, keyboards were designed with the arrow keys or the num…  ( 6 min )
    How to Fix PHPMailer Connection Failed Error in PHP
    Introduction If you're encountering the error message "Connection failed. Error #2: stream_socket_client(): Unable to connect" while using PHPMailer to send emails, you're not alone. This issue can arise for various reasons, including server configurations, firewall settings, or incorrect SMTP settings. In this article, we will explore the possible causes of this error and provide step-by-step solutions to resolve it. Understanding the PHPMailer Connection Issue PHPMailer is a popular library in PHP for sending emails. When you attempt to use PHPMailer in production and receive a connection error, it typically suggests that the script is having trouble connecting to the SMTP server you specified. Here are some common reasons why this issue happens: Incorrect SMTP Host: Ensure that the SMTP…  ( 5 min )
    7 Underrated JavaScript Tricks That Will Make You a Better Developer
    🔍 Introduction JavaScript is packed with powerful features—but many developers stick to the basics and miss out on time-saving gems. In this post, I’ll show you 7 underrated tricks that can simplify your code, enhance readability, and make you look like a JavaScript pro in 2025. ?. const username = user?.profile?.name || 'Anonymous'; ✅ Avoids errors when deeply nested properties are undefined. Cleaner and safer than long logical chains. ?? const count = inputValue ?? 0; ✅ Returns default only if the left-hand value is null or undefined (unlike ||, which includes 0 or ''). const { title: blogTitle } = post; ✅ Grab and rename properties in one line. const isAvailable = !!value; ✅ Quickly turn any truthy/falsy value into a clean true or false. const user = { name, age }; // same as { name: name, age: age } ✅ Reduces repetition when property and variable names match. const key = 'theme'; const settings = { [key]: 'dark' }; ✅ Build flexible objects based on runtime values. const status = `You are ${loggedIn ? 'logged in' : 'logged out'}.`; ✅ Great for short conditional strings and UI feedback. These tricks may be small, but they add up to cleaner, more elegant JavaScript code. Whether you're working on a side project, fixing bugs, or building production apps—mastering these patterns will level up your skills. ✅ Try using at least 2 of these in your next app! 💬 Got a trick of your own? Share it in the comments!  ( 4 min )
    Boosting Negotiation Skills: The Power and Influence of Online Learning Platforms
    With the paradigm shift toward digitalization, education itself is not immune to this transformation. Online learning is increasingly becoming the preferred method of education for many students worldwide. What was once chalk, blackboard, and physically present teachers has evolved into interactive virtual Whiteboards and online tutors. But the transition isn't just about substituting the traditional with the digital; it's about diversifying learning and teaching skills. In this blend of modern technology and learning techniques, students are acquiring abilities not conventionally taught in traditional classrooms - like negotiation skills. Online learning platforms are subtly yet significantly helping students cultivate this vital skill. Negotiation, a skill typically associated with board…  ( 4 min )
    Should you join a community to learn Rust?
    Short answer: yes Over the past 5 years, I've learned a lot about communities. I've made many mistakes: I could probably create a 'Community Mistakes 101' crash course! Unfortunately, they didn't teach that in high school, which would have been useful. I learned that a community absolutely must have a specific goal. I also learned that while having an open community is good at the beginning, it becomes nearly impossible to handle and moderate long-term unless you dedicate an insane amount of time to it (trust me, I tried) or you are a bored millionaire lying on the couch all day (which is not my case). Regarding promotion, I've made the mistake in the past of overpromoting communities I created, simply because I was overjoyed about the new adventure. I now think this approach is wrong. it's better if people discover the community on their own. But now I really feel I am ready to do it right. So, why am I writing this? The reason is simple: I've just a new community, and I've decided to use Twitter (sorry, X) for it. The goal is to introduce curious developers to the Rust programming language and help them understand as much as possible. Joining this community is free, just request to join. The link is in my profile, but if you're lazy and want to be invited, just reply below. For now, I am not accepting moderators, but moderators might be chosen from among the active members in the future. Let's Crush it !!!🔥  ( 3 min )
    SSH Error Explained: Permission Denied (publickey) — And How We Solved It 🔐
    When trying to SSH into a newly created Linux server, you might run into a common error like this: $ ssh user@your-server-ip The authenticity of host 'your-server-ip' can't be established. ED25519 key fingerprint is SHA256:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx. Any other names do not know this key. Are you sure you want to continue connecting (yes/no/[fingerprint])? yes Warning: Permanently added 'your-server-ip' (ED25519) to the list of known hosts. user@your-server-ip: Permission denied (publickey). This error simply means: “SSH couldn’t find a valid key to authenticate you.” ✅ What Actually Worked ssh ubuntu@your-server-ip You used the correct approach by providing the private key file: ssh -i /path/to/your-key.pem ubuntu@your-server-ip And this worked — because the server was expecting authentication via a specific private key (.pem file), not a default key from ~/.ssh/id_rsa. 🔍 Why This Happens key-based authentication only for better security. When you create a VM or instance, you’re often required to either: Upload your public key, or Download a .pem file that matches the server's authorized key If you try to SSH without specifying the .pem file, the SSH client defaults to using standard key files like ~/.ssh/id_rsa, which likely don’t match what the server expects. 🛠️ How to Avoid This in the Future Always specify the key manually with -i OR Add the key to your SSH agent so it's picked up automatically: ssh-add /path/to/your-key.pem 🧠 Pro Tip chmod 600 your-key.pem This keeps your key file secure and prevents SSH from refusing to use it.  ( 3 min )
    Recent Advances in Machine Learning: Efficiency, Interpretability, and Robustness
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. We summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. The field of Computer Science, Learning (cs.LG) is a rapidly evolving area within artificial intelligence. It focuses on the development of algorithms and models that enable computers to learn from data without explicit programming. This learning process allows systems to automate complex tasks, identify intricate patterns, and make informed predictions. The significance of machine learning stems from its wide-ranging applications across diverse sectors, including healthcare for diagnosis and treatm…  ( 12 min )
    From Code Writers to Code Reviewers: How AI Is Reshaping Development
    AI is changing how we build software and it’s just getting started. Here’s how I see the future of coding evolving. We’re at the beginning of a major shift in software development and it’s happening faster than most of us expected. 🚀 AI Has Already Started Changing the Way We Code Writing code manually? Of course, I still do. But many times, I just describe what I want, let the AI do its thing, and then review and tweak the result. This isn’t some far-off future, it’s already happening. 🧠 The Future: From Developers to Code Supervisors Writing fewer lines, spending more time reviewing. 👨‍💻 Will We Still Need to Learn Programming? Knowing how to code won’t disappear, it’ll just evolve. You might not need to learn every detail of a language, but you will need to: Understand how different parts of a system work together So no, AI won’t replace developers. But developers using AI might replace those who don’t. 🛠 My Daily Dev Flow in the Age of AI ChatGPT for debugging, generating utility functions, or exploring new libraries 🤝 What Still Needs Human Devs (for Now) Designing architecture and system flows 🧭 How to Stay Ahead of the Curve ✅ Start using AI tools today. ✅ Focus on fundamentals. ✅ Learn to guide AI. ✅ Keep your critical thinking sharp. 💬 Final Thoughts AI is already changing how we build and it’s just getting started. The question is: will you adapt, or get left behind? 👉 Curious how other devs are using AI in their workflow? Let me know in the comments. Let’s shape the future of development together. Image credit: Illustration by unDraw  ( 5 min )
    How to Pass std::ostringstream Data to API Function in C++
    When working with C++ and interfacing with API functions, developers often encounter the challenge of passing large blocks of data. In your case, you're constructing a large string using std::ostringstream and need to send this data to an API function, API_function, defined as int API_function(const char* data, int len). The issue arises when the data contains null bytes (0x00), resulting in data truncation. Let’s address how to pass this std::ostringstream payload effectively to the API function without copying it, especially in the context of constrained environments like microcontrollers. Understanding the Issue with Null Bytes The problem you're facing is due to the way C-strings (null-terminated strings) work in C++. When you use payload.str().c_str(), you get a pointer to the interna…  ( 5 min )
    Cookie Store API for Efficient Cookie Management
    Comprehensive Guide to the Cookie Store API for Efficient Cookie Management in JavaScript Introduction Cookies are a fundamental part of web development, serving various important functions including session management, analytics, and personalization. Traditionally, cookies were mostly managed through the document.cookie API. However, as web applications grew in complexity, so did the need for a more structured and efficient way to manage cookies. This led to the development of the Cookie Store API, designed to provide a more manageable, promise-based interface for cookie interaction. This article delves deep into the Cookie Store API, exploring its design, functionality, potential edge cases, and practical applications. Historically, cookie management in web applications was …  ( 7 min )
    Must-Have Tools to Help WordPress Agencies Grow Revenue Faster
    In today's fast-paced digital world, WordPress agencies are continually searching for ways to optimize workflows, deliver better services, and ultimately boost revenue. Fortunately, the right tools can make a significant impact, streamlining processes and enhancing productivity. If you’re looking to grow your WordPress agency’s revenue faster, here are six must-have tools that will help you achieve your goals. Lead generation is the cornerstone of any successful WordPress agency. WPForms is a powerful form builder plugin designed for WordPress, helping you capture leads quickly and efficiently. Whether it's a contact form, a survey, or a custom quote request form, WPForms makes it simple to create forms that convert visitors into clients. Drag-and-drop form builder Customizable templates S…  ( 6 min )
    Swarm Intelligence Journey #3 Grey Wolf
    https://drive.google.com/file/d/1LqVRf2WEo7cnDpu_7_6cZNnE1bM3QBme/view  ( 2 min )
    Swarm Intelligence Journey #2 Krill Herd
    https://drive.google.com/file/d/1pyH3ePk5qkGxoCily1Bi6crKtCXYOG4N/view  ( 2 min )
    Swarm Intelligence Journey #1 Bat Algorithm
    https://drive.google.com/file/d/1HEbyt-EZyFXbVuiEFwo1FDHu80qwXhGo/view  ( 2 min )
    Real-world Microsoft 365 Copilot Implementation
    The enterprise adoption of AI assistants has reached an exciting phase with Microsoft 365 Copilot. Through our experience with the Copilot certification series, we've gathered valuable insights from organizations successfully implementing this technology. Let's explore their journeys and lessons learned. Before diving into Copilot deployment, successful organizations focus on environment preparation. Think of it as preparing your house before installing a smart home system - you need the right wiring, connections, and infrastructure in place. Start by evaluating your Microsoft 365 setup. Organizations that succeed typically ensure: Their licensing aligns with Copilot requirements SharePoint content services are properly configured Teams and Exchange environments are optimized Data governan…  ( 4 min )
    How to Test AssertionError Handling in Flutter Functions
    Introduction In Flutter development, it's crucial to ensure that functions handle unexpected cases gracefully while providing helpful debugging insights. The function we have in question checks input values and uses assertions to catch situations that should never happen, making it easy to notice these errors during development. In this article, we will explore how to effectively test both the AssertionError thrown in debug mode and the null return value in production mode. Understanding the Function Here's our function: int? foo(int value) { if (value 5) { return null; // null is returned in some non-error cases } return value; } This function perform…  ( 5 min )
    [WIP][Godot 4 & Py] BrainsIAAndPixels – 3D PixelArt Game with AI-Controlled NPCs
    Hi everyone, The game is called BrainsIAAndPixels: it's going to be a 3D title with a pixel art style (even though it's set in a 3D environment), where NPCs won't be rigidly "scripted" but will instead be controlled by real artificial intelligence using pre-trained models running locally. The goal is to create a game where NPCs understand and react to what happens around them, rather than just following a fixed pattern. I'm using Python in Godot, and the AI part relies on ONNX models. Right now, I'm setting up the development environment, testing the AI integration, and building the foundations. The plot and genre aren't fully defined yet (I'm torn between survival, something narrative-driven, or similar), so any ideas are more than welcome. Thanks!  ( 3 min )
    Salesforce Events in Brazil for 2025
    Salesforce events provide invaluable opportunities to stay on top of CRM trends, develop skills, and network with industry experts. In Brazil, the 2025 calendar features major gatherings such as the Agentforce Tour — evolved from the historic Salesforce World Tour Brazil — alongside vibrant Trailblazer Community Meetups across the country. These events are perfect for CRM professionals, developers, and businesses looking to harness the full power of Salesforce innovation. Types of Salesforce Events in Brazil Agentforce Tour Florianópolis 2025 Agentforce Tour Fortaleza 2025 Dreamforce 2025 – Join from Brazil Online Trailblazer Community Meetups in Brazil 2025 Conclusion: Why Attend Salesforce Events in Brazil in 2025? Brazil’s Salesforce event calendar for 2025 brings a dynamic mix of larg…  ( 5 min )
    Which is the best Agile certification for Project Managers?
    Introduction: In today’s fast-paced digital world, traditional project management methods are no longer enough. Organizations are shifting towards Agile methodologies to stay competitive, improve flexibility, and accelerate delivery. For project managers aiming to remain relevant and lead high-performing teams, Agile certification is no longer optional; it’s essential. Certified Scrum Master certification, and Product Owner certification, how do you choose the best one? According to a PMI report, more than 70% of organizations use Agile approaches in some form. Project managers with Agile certifications are in high demand across industries such as software, finance, healthcare, retail, and even government sectors. Better team collaboration and productivity Improved project delivery speed…  ( 6 min )
    How to Test and Debug Servers with Postman MCP Client, A Step by Step guide.
    In the contemporary landscape of software engineering, particularly with the ascendance of microservices architecture and intricate API integrations, the capacity for rigorous testing and effective debugging of server-side applications is of paramount importance. Application Programming Interfaces (APIs) serve as the critical communicative conduits between disparate software components. Ensuring their correct, reliable, and efficient operation is non-negotiable for system integrity and performance. Postman has distinguished itself as an essential instrument for developers and quality assurance professionals engaging with APIs. It offers a sophisticated, yet intuitively designed, platform for dispatching HTTP requests, meticulously inspecting server responses, automating test suites, and sy…  ( 12 min )
    Automating Random Backdated Git Commits with Node.js
    Ever wondered how to fill your GitHub contribution graph with meaningful (or fun) commits? Maybe you’re building a Git-based visualizer, running simulations, or just learning how Git automation works. In this post, I’ll walk you through a Node.js script that generates random, backdated Git commits between two dates using simple-git, moment, and a few other handy libraries. / git-commit-generator 🕒 Git Random Commit Generator This project is a simple Node.js script that creates backdated Git commits with random timestamps between a defined start and end date. It can be useful for: Populating your GitHub contribution graph Testing Git behavior with historical data Learning how to automate Git via Node.js ⚠️ Use responsibly! This script is for educational and testing pu…  ( 4 min )
    Next-Gen WAF for Devs: Why SafeLine Is Gaining 16K+ GitHub Stars
    Ever worry about web attacks like SQL injection, XSS, or bot scrapers draining your server resources? SafeLine is a next-gen open-source Web Application Firewall (WAF) that’s been taking the dev and security community by storm — with 300K+ active installs and 16.3K+ GitHub stars, it's quickly become the go-to open-source WAF solution in the whole world. Whether you're defending APIs, business-critical systems, or microservices in the cloud, SafeLine delivers enterprise-grade protection in a clean, containerized, developer-friendly package. Before installation, make sure your environment is ready: OS: Linux CPU: x86_64 (with ssse3) or ARM64 Docker: v20.10.14+ Docker Compose: v2.0.0+ Resources: 1 CPU / 1 GB RAM / 5 GB Disk SafeLine offers 3 install modes: One-liner install (best fo…  ( 4 min )
    Accessibility Testing on Windows on Mac
    Today's note is about something that I, as a new Mac user, had to deal with while setting up my work environment. TL;DR: To run NVDA and JAWS on a Mac, you need to install Windows 11 for ARM in a virtual machine like UTM, and map a spare key to the Insert key with SharpKeys. According to the WebAIM Screen Reader User Survey #10, Windows-only screen readers NVDA and JAWS are used by the majority of users. Just like browsers, screen readers have differences in how they present information, so it's always a good idea to test your website or app using different browser/screen reader combinations. In addition, some of the styling, like box shadows, background images, and so on, is removed when Windows High Contrast Mode (WHCM) is enabled. Sadly, there is no alternative to the WHCM on the Mac. T…  ( 5 min )
    Discovering the Joy of Building Reliable Front-End Applications
    Understanding Elm's Architecture Elm’s disciplined approach to front-end development not only delivers bulletproof applications but also brings a genuine sense of satisfaction—a joy that comes from writing code that is inherently safe and predictable. For developers used to wrestling with unpredictable JavaScript quirks, Elm offers a refreshing path where every compilation is a small celebration. Introduction: Finding Joy in Elm’s Predictable Structure Elm’s Philosophy in a Nutshell: Model → Update → View Elm vs React/Redux: Architecture and Error Handling That Uplift Your Code Detailed Code Examples: Elm vs React in Action Elm’s Advantages & Disadvantages: An Honest Look at What Brings Joy—and What Doesn’t Final Thoughts: If It Compiles, It Works (Mostly) If you’ve spent any time in the…  ( 7 min )
    Can You Pass a List of Child Objects to a Parent Function in Java?
    When working with object-oriented programming in Java, it's common to encounter situations where you want to pass a collection of objects from a subclass (child) to a method that expects a collection of objects from a superclass (parent). This might seem straightforward, but the compilation error you're facing highlights a key aspect of Java's type system, particularly with generics. Understanding Java Generics Generics in Java provide a way to specify a type parameter when defining classes and methods. When you declare a method that takes a list of a specific type, such as List, it expects a list that strictly contains Parent objects, not Child objects. Even though Child is a subclass of Parent, List is not considered a subtype of List. This is due to Java's type sa…  ( 5 min )
    Top 25 Tricky C# Interview Questions (With Explanations and Code Examples)
    Preparing for a C# interview can be challenging, especially when the questions go beyond syntax and test your real-world problem-solving and conceptual understanding. Whether you're a beginner brushing up your skills or an experienced developer aiming for senior roles, mastering tricky C# questions is essential. In this blog, I’ve compiled 25 carefully selected C# interview questions that often trip up candidates—not just with clever wording, but with depth. Each question includes a clear explanation and a code example to help you not only understand the concept but also remember it in the long run. 1. Boxing/Unboxing Confusion object obj = 123; long l = (long)(int)obj; // Why the extra cast? Answer: Unboxing must match the exact type. You must unbox to int before casting to long. 2.…  ( 7 min )
    🌐📘 Building My First E-Commerce Product Page with HTML & CSS
    Hi DEV Community! I'm Tamil, currently learning Full Stack Java Development, and I just built my first mini-project — a simple e-commerce product display page using HTML & CSS. I’m excited to share what I’ve learned and built! 🔧 Project Overview This mini-project is an e-commerce product showcase for tech gadgets (headphones, earphones, etc.). It features: A clean product grid layout Stylish Buy Now buttons A responsive and simple design 🧱 Tech Stack HTML5 CSS3 (Flexbox + Grid) Designed and tested using VS Code and Chrome 🎯 Features Product Grid Layout: Used CSS Grid to align four products side by side. Button Styling: Created custom styled "Buy Now" buttons. ✅ What I Learned How to use CSS Grid and Flexbox effectively How to align elements properly across screen sizes Importance of visual structure and user-friendly layout Basics of UI planning 💬 What's Next? In the next step, I plan to: Add a responsive navigation bar Connect it with JavaScript for cart functionality Later, integrate it with a backend using Java + Spring Boot 🙌 Final Thoughts I’m proud of how this project turned out — it's simple but helped me understand core HTML/CSS concepts. If you're also starting your web development journey, this is a great beginner project to try! Let me know your thoughts or suggestions in the comments. Happy coding! 🌟  ( 3 min )
    How to Cross-Compile Go Applications for ARM64 with CGO_ENABLED=1
    Introduction If you're developing Go applications and want to run them on ARM64 architecture, especially within environments like AWS Lambda, cross-compiling can be a bit tricky, particularly when you involve CGO. In this guide, I'll walk you through the process of cross-compiling your Go application with CGO_ENABLED=1, targeting ARM64 architecture from an AMD64 Jenkins agent. Understanding the Need for Cross-Compilation Cross-compiling is essential when you're developing applications on a different architecture than the one they're intended to run on. For instance, you might be developing on an AMD64 system (like most PCs) but want your application to run on an ARM64 architecture, such as AWS Lambda functions. Using CGO_ENABLED=1 specifies that you want to enable CGO, which allows Go to c…  ( 5 min )
    MongoDB Views or Materialized Views: When to Use?
    Intoduction MongoDB offers powerful tools to simplify data access and improve performance. Among these tools are Standard Views and Materialized Views, two approaches that allow you to shape how data is read and presented, each with its own trade-offs and use cases. In this article, we’ll explore the differences between the two and when to use each effectively. I created a small Node.js server to compare between them and guide you how to create and refresh both programmatically, Find it here. So, you're working with MongoDB and hear about these "view" things. Are they the same? Not quite. A MongoDB Standard View (or MongoDB View) is essentially a saved query (aggregation pipeline). It acts like a virtual collection. When you query the view, MongoDB runs the saved query against the real c…  ( 11 min )
    Unlocking Space-Efficient Magic: A Deep Dive into Bloom Filters
    By someone who’s tired of over-allocating hash sets for no good reason. A Bloom Filter is a probabilistic data structure used to test set membership. It’s: Space-efficient ✅ Extremely fast ✅ Allows false positives ❌ Never has false negatives ✅ You can ask: "Is element X in the set?" and it will either say: Definitely not Possibly yes It trades 100% accuracy for massive space and time savings. Use Case Why Bloom Filter? Caches (e.g., CDN, Memcached) Avoid unnecessary DB hits for missing keys Web crawlers Don't reprocess already seen URLs Spell-checkers Fast word lookup with compact storage Distributed systems (e.g., Bigtable, Cassandra) Avoid cross-node calls for missing data Blockchain (Bitcoin/SPV) Verify transactions without full node A Bloom filter uses: A bit array of…  ( 5 min )
    Why You Should Use function_exists in Your PHP Helpers
    In Laravel projects or any large scale PHP application it's common to create helper files that contain reusable functions. These helpers make your code cleaner and more efficient. But there's a common issue, defining the same function more than once will cause a Fatal error.. What's the problem? If the same function is declared twice, PHP will throw an error like this: Fatal error: Cannot redeclare function_name() This often happens because of: Repeated includes: Package conflicts: The safe solution To prevent this issue, wrap your helper functions like this: if (!function_exists('sayHello')) { function sayHello() { return 'Hello!'; } } This way, if the function already exists, PHP will skip redefining it, and your app will keep running smoothly. In Laravel projects Even with Laravel’s powerful autoloading and service container, this pattern is essential. It keeps your project safe from unexpected conflicts and ensures maximum compatibility especially when working with custom helpers or external packages. Summary: function_exists It’s a small thing that can save you from big problems.  ( 3 min )
    How to Pass AWS Certifications
    I want to talk about the strategy I used to pass four AWS certifications on the first attempt and what I would recommend as a good path to do it. Firstly, this write-up assumes you have basic computer literacy and know the basics of computing. Course Recommendation For using a course to learn the topics and materials, I strongly recommend Adrian Cantrill. Adrian’s courses are very detailed. He goes over the actual services and how they work, their limitations, use cases, and how they interact with other services to architect business needs. Furthermore, the courses offered by Adrian contain ample hands-on labs that help solidify the topics you have just learned. Additionally, there is often “exam power-ups” mentioned in the course which are key items to pay attention to when giving conside…  ( 4 min )
    OAuth 1.0 vs OAuth 2.0 in .NET Core
    In today’s digital ecosystem, securing user data and authenticating access to APIs is more crucial than ever. OAuth has become the standard protocol for authorization across web and mobile applications. However, with two major versions—OAuth 1.0 and OAuth 2.0—developers often wonder about the differences and which one suits their application best. In this blog, we’ll break down the key differences between OAuth 1.0 and OAuth 2.0, especially in the context of .NET Core development. Whether you're integrating third-party logins or securing your APIs, understanding these protocols will help you make informed security choices. Here’s a concise yet clear comparison between OAuth 1.0 and OAuth 2.0, specifically in the context of .NET Core development: Feature OAuth 1.0 OAuth 2.0 Protocol …  ( 4 min )
    Between You and the Server...
    How Man-in-the-Middle Attacks Work And How to Stop Them “In the digital realm, trust is the handshake that makes the internet work. A MITM attack? That’s someone silently slipping on gloves during that handshake.” 🌍 Welcome to the Digital AgeAnd Its Shadows 🧅 What Is a Man-in-the-Middle Attack? 🕸️ Real-World MITM Attack Scenarios 1. Public Wi-Fi Traps 2. Session Hijacking 3. HTTPS Downgrade (SSL Stripping/ Secure Sockets Layer Stripping) Common MITM Techniques Packet sniffing is like overhearing conversations in a crowded café if the data isn’t encrypted, anyone nearby can listen. This technique involves monitoring network traffic to capture sensitive information such as login credentials, session cookies, and unencrypted messages. It is especially effective on unsecured networks. To …  ( 5 min )
    Under the Hood: How Tesla Powers its Android App with React Native
    Analysis of Tesla's Android App Tech Stack Tesla is widely known as a leader in electric vehicle innovation React Native's official showcase as a prominent success story. WhatStack Tesla page. Tesla's app employs a total of 123 technology stacks, A noteworthy point is Tesla's extensive use of Expo libraries. expo-filesystem, expo-location, and expo-media-library, To ensure reliability and stability, Tesla strategically utilizes enterprise-grade technology stacks. Notably, Tesla employs Stripe as its payment service, ensuring exceptional stability and security. Stripe is a global payment system capable of reliably handling financial transactions across various countries. In authentication, Tesla notably uses Auth0, which is an interesting technical choice. Persona for simplified and secure user identity verification and authentication processes. Tesla's reasons for adopting React Native as a core technology are clear: the ability to efficiently manage both Android and iOS platforms from a single codebase, coupled with the powerful flexibility to enable continuous updates and innovation. By effectively combining React Native technology with trusted enterprise solutions, Tesla achieves an ideal balance of innovation and quality. Through this tech stack analysis of Tesla's Android app, we've seen how effectively React Native can be utilized in a real-world enterprise environment. As a prime example highlighting the strengths of React Native, Tesla's app provides valuable insights into developing effective mobile app strategies. For more information on the tech stacks of various apps, visit WhatStack.  ( 4 min )
    A Comprehensive Guide to Building a Deep Research Agent with Qwen3 Locally
    Introduction Qwen 3 is here and it's impressive. As a powerful local LLM, it inspired me to put it to the test with a real-world project: building a local deep research assistant. In this blog, I’ll walk you through creating one from scratch using Qwen3 with Ollama. You’ll also learn how to build smart workflows with LangGraph and track everything in a clean, user-friendly interface in LangGraph—all following practical, real-world methods. Sound exciting? Let’s get started by looking at how it all works! Local Deep Researcher is inspired by IterDRAG. We will be using IterDRAG approach to build our agent. Here is a simple diagram to help you understand the flow in terms of langraph. In this approach we will decompose a query into sub-queries, retrieve documents for each one, answer th…  ( 12 min )
    🚀 Day 1 of My 30-Day Core Java Challenge – Learning with Udemy!
    Hey Devs! 👋 Today marks Day 1 of my 30-Day Core Java Challenge! 💻☕ I’ve decided to commit the next 30 days to learning Core Java to strengthen my fundamentals and grow as a developer. 📚 What I'm Using to Learn Java basics & syntax Object-Oriented Programming (OOP) Collections Exception handling File I/O And more! 🎯 My Goals for This Challenge Study Java every day (even if just for 30 minutes) Build mini projects** along the way Share my daily progress here to stay accountable Ask questions and connect with others learning Java ✅ Day 1 Progress Installed JDK & setup IntelliJ IDEA Learned about the Java Virtual Machine (JVM), JRE & JDK Wrote my first Hello World program 🎉 java public class Main { public static void main(String[] args) { System.out.println("Hello, Java!"); } }  ( 3 min )
    Uniapp Development Tutorial for HarmonyOS Applications - Optional api and Composite api
    Hello everyone. A couple of days ago, I talked about the basic layout and custom navigation bar when developing HarmonyOS applications through Uniapp. Both of these were limited to the development on the page. Today, we attempt to perform some data operations to share the contents of the optional API and the composite API. The script code part of the homepage project code we initialized is usually like this: export default { data() { return { title: 'Hello', } }, onLoad() { }, methods: { } } It can be seen that it is divided into three parts. As the name suggests, the data part is used to store data, onLoad is the event executed when the page is loaded, and methods is used to store event methods. Write a simple demo: Define a variable …  ( 4 min )
    🌐 From Zero to Web Hero: Mastering HTML, CSS & JavaScript in Style 💻✨
    Are you ready to start your journey into the world of web development? Whether you're a complete beginner or someone looking to solidify your front-end skills, this guide is for you! 🚀 Web development is one of the most in-demand and creative career paths today, and it all begins with three core technologies: HTML, CSS, and JavaScript. Let’s break it down 👇 🧱 HTML – The Foundation of Every Web Page ✅ Learn to: Structure a basic web page Use semantic tags like , , and Organize content with lists, tables, and forms 📌 Tip: Always write clean, readable HTML—it’s the first step toward accessible and SEO-friendly websites. 🎨 CSS – Styling Your Digital Canvas ✅ Learn to: Style elements with selectors, classes, and IDs Use Flexbox and Grid for layout Build responsive designs with media queries Add animations and transitions for interactivity 🎨 Fun fact: With just CSS, you can create complex UI components without a single line of JavaScript! ⚙️ JavaScript – Bringing Your Site to Life ✅_ Learn to:_ Use variables, functions, loops, and conditions Manipulate the DOM (Document Object Model) Handle user events like clicks and form inputs Fetch data from APIs using fetch() or axios 🧠 Pro tip: Practice small JavaScript projects like a to-do list, calculator, or interactive quiz to strengthen your skills. 🛠️ Tools You Should Explore Along the Way 💻 VS Code – Lightweight and powerful code editor 🔄 Git & GitHub – Version control and collaboration 🎨 Chrome DevTools – Debug and optimize in the browser 📱 Responsive Design Principles – Build for mobile and desktop 🧭** What Comes Next?** 📦 Learn Bootstrap or Tailwind CSS for faster styling ⚛️ Dive into JavaScript frameworks like React, Vue, or Angular 🔄 Build projects that use REST APIs 🔐 Understand basic security practices for web apps 🧪 Learn testing and deployment 🌟 Final Thoughts Keep building. Keep breaking things. Keep learning. Every expert was once a beginner. 💪  ( 4 min )
    How to Fix 'No Such Module Social' Error in Swift?
    When working on your Swift project, encountering the 'No such module Social' error can be frustrating, especially if you've already linked the framework correctly. This issue typically arises due to misconfigurations in your Xcode project settings or issues with the framework you've included. In this article, we will delve into why this error can occur and provide you with clear, step-by-step solutions to ensure Xcode recognizes your framework correctly. Understanding the 'No Such Module' Error The 'No such module' error in Swift indicates that the compiler cannot find the specified module. This can occur for several reasons, even if it seems like you have added the framework properly to your project. Common reasons include: The module is not correctly linked in the target settings. The fr…  ( 5 min )
    Unveiling Academic Free License 3.0: A Comprehensive Deep Dive into Open Source Fair Code Licensing
    Abstract This post provides an in-depth exploration of the Academic Free License 3.0 (AFL 3.0) as a cutting-edge legal framework for open source and fair code licensing. We cover its background, core features, practical applications, challenges, and future prospects. By comparing it with other licenses such as the MIT License and GNU GPL, and discussing its potential integration with blockchain-based compensation mechanisms, the post offers an accessible yet technical analysis. Through tables, bullet lists, and useful links to authoritative sources like the Official AFL 3.0 documentation, GitHub License Usage, and OCTL Whitepaper, readers will gain a holistic understanding of AFL 3.0's role in fostering sustainable developer collaboration and protection. In today's rapidly evolving lands…  ( 9 min )
    How Developers Should Test ?
    Testing is one of the most important skills every developer should master. Yet, it is often overlooked or rushed. Good testing saves time, reduces bugs, and makes your code more reliable and your life easier! Why Testing Matters Imagine you build a feature and it works perfectly on your machine. But when it goes live, users find bugs. Testing helps catch those bugs before your users do. Benefits of testing: Catches bugs early Makes code easier to maintain Gives confidence to add new features Helps others understand your code Types of Testing Every Developer Should Know 1. Manual Testing You run the app and try different things yourself. Good for quick checks and UI testing. But it is slow and error-prone if you rely on it alone. 2. Aut…  ( 4 min )
    RAG Is Dead? Gemini 2.0 Flash Just Changed Everything!
    For years, Retrieval-Augmented Generation (RAG) has been at the core of many advanced AI systems. It provided a smart way for models to retrieve relevant documents and generate answers based on that data — allowing AI to access fresh, real-world information without retraining. But now, with the launch of Gemini 2.0 Flash, a question looms large in the AI community: Let’s break it down. 🔍 What is RAG and Why Was It a Big Deal? Think of it as an AI with a smart search engine in its brain. It was especially useful in: Enterprise search tools 🚀 What is Gemini 2.0 Flash? But don’t let the word “Flash” fool you. It’s not just about speed. It combines: Long-context understanding 💥 So, Is RAG Really Dead? Gemini Flash isn’t just competing with RAG. Instead of setting up a full retrieval pipeline — with vector stores, chunking, embeddings, re-ranking, etc. — Gemini Flash can ingest large documents directly, remember what matters, and answer complex questions in real-time. That means: Less engineering overhead 🧠 Why This Matters for Developers and Businesses For businesses, this translates to: Faster time to market 🔮 The Future: RAG 2.0 or No RAG at All? Models like Gemini 2.0 Flash are making RAG optional, not essential. We’re entering a new era where LLMs are becoming self-reliant, real-time, and capable of processing massive amounts of information without help from external retrieval tools. 🧩 Final Thoughts Gemini 2.0 Flash isn’t just fast. It’s redefining the architecture of how we build with AI. So the question isn’t just “Is RAG dead?”  ( 4 min )
    How to Add and Remove Border on Click with CSS and JavaScript
    When you want to draw a user’s attention to an element on your webpage, adding and removing a border can be an effective visual cue. In this article, I will guide you through how to seamlessly integrate an interactive feature where clicking on a paragraph element will add a border to a div element, which will then disappear after one second. This approach not only enhances user experience but also emphasizes important sections on the page. Why Use Borders for Attention? Using borders as a visual indicator can significantly improve user engagement. When a border appears around a particular element in response to user interaction, it can signal that something important is happening or needs attention. This technique can be particularly useful in forms, alerts, or any interactive content on a…  ( 4 min )
    Unveiling Reciprocal Public License 1.5: A Deep Dive into Fair Code, Open Source Sustainability, and Innovation
    Abstract: In this post, we explore the Reciprocal Public License 1.5 (RPL 1.5), an innovative open source and fair code license. We discuss its background, core concepts, and how its reciprocal nature protects developers from exploitation. In addition, we compare RPL 1.5 with other popular licenses, examine practical applications, highlight the challenges of adoption, and offer insights into future trends. Drawing from authoritative resources such as OSI Licenses and selected articles on License Token, this technical yet accessible guide offers a comprehensive look into the evolving world of open source licensing. Open source licensing plays a critical role in the software development ecosystem. With a growing need for sustainable funding, equitable contributions, and protection for devel…  ( 9 min )
    Story of CocoIndex, at 1k stars 🎉
    We have been working on CocoIndex - a real-time data framework for AI for a while, with lots of excitement from the community. We officially crossed 1k stars earlier this week. Huge thanks to everyone who starred, forked, contributed, or shared the love ❤️! CocoIndex is an ultra performant data transformation framework, with its core engine written in Rust. The problem it tries to solve is to make it easy to prepare fresh data for AI - either creating embedding, building knowledge graphs, or performing other data transformations - and take real-time data pipelines beyond traditional SQL. The philosophy is to have the framework handle the source updates, and having developers only worry about defining a series of data transformation, inspired by spreadsheet. Here's a bit history about our …  ( 5 min )
    How to Troubleshoot ASAN Logging Issues in C Daemons
    Introduction When developing a Linux daemon utilizing AddressSanitizer (ASAN) for debugging memory issues, encountering problems with ASAN logging can be frustrating. You seem to be facing an unusual problem where ASAN fails to log crashes when detect_leaks=0, yet it works perfectly when this option is enabled. Let’s explore this issue in detail. Understanding ASAN and LeakSanitizer AddressSanitizer (ASAN) is a memory error detector that helps identify issues like buffer overflows, use-after-free errors, and memory leaks. LeakSanitizer (LSAN) is a tool that works in conjunction with ASAN to find memory leaks, but it can introduce additional overhead. The logging issues you’re experiencing might stem from the interplay of ASAN and LSAN options. Specifically, setting detect_leaks=0 should id…  ( 5 min )
    Unveiling Open Software License 3.0: A Comprehensive Summary, Exploration and Review
    Abstract: This post provides an in‐depth examination of the Open Software License 3.0 (OSL 3.0). We cover its origins, core concepts, dual licensing approach, compensation mechanisms, and challenges. Backed by recent comparative analyses and community reflections, we also explore practical use cases and future trends in open source licensing. This article is designed for software developers, legal professionals, and technology enthusiasts who wish to better understand fair code licensing models and blockchain‐enhanced compensation frameworks. Open source software continues to evolve, and with it, software licensing plays a critical role in shaping collaboration and economic fairness. The Open Software License 3.0 (OSL 3.0) is an innovative legal framework that balances community openness …  ( 8 min )
    🌟 Understanding the 4 Main Concepts of Object-Oriented Programming (OOP) with Examples
    Object-Oriented Programming (OOP) is a popular programming paradigm based on the concept of “objects.” It makes code reusable, modular, and easier to maintain. In this blog, we’ll dive into the 4 main pillars of OOP: 🔹 Encapsulation We'll explore each with simple JavaScript examples to make them easier to understand. 1️⃣ Encapsulation — Hiding the Complexity Example: class Person { constructor(name, age) { this._name = name; this._age = age; } getDetails() { return `${this._name} is ${this._age} years old.`; } setAge(newAge) { if (newAge > 0) { this._age = newAge; } } } const person = new Person("Afsar", 22); console.log(person.getDetails()); // Afsar is 22 years old person.setAge(25); console.log(person.getDetails()); // Afsar is 25 years old 🔒 …  ( 4 min )
    An Essential Mobile App Performance Testing Checklist
    Mobile app performance is crucial. A mobile app’s performance must enable perfect user experiences regardless of the app’s goal, intended audience, or nature. If an app has poor functionality, it doesn’t matter how modern it looks or how many different fonts it uses. It must function well across numerous operating systems, technological settings, and slow network conditions. How can you ensure effective mobile app functionality? Through mobile app performance testing. When you perform quality mobile app testing, you can be sure that your app’s performance will improve immensely. The following checklist will help you perform quality test automation to improve app performance: Support for Multiple Operating Systems You must test your software thoroughly on various platforms, including iOS, W…  ( 5 min )
    How an API Works in a 2 min tutorial👨‍🏫📓.
    Mastering APIs with a Simple Restaurant Analogy By Dhanian | Author of How APIs Work: The Invisible Force Behind Modern Apps APIs power nearly every app you use today—from weather updates to payment systems. But what is an API, and how does it work? Let’s break it down using a familiar setting: a restaurant. This analogy will help you visualize the invisible magic behind software communication. An API (Application Programming Interface) is a bridge that allows two systems to communicate. Think of it as a messenger that delivers your request to a system and returns the response back to you. In software terms: The client (like your app or browser) wants something. The API receives the request and talks to the server. The server sends back data via the API. restaurant to understand how APIs …  ( 4 min )
    What the Heck Are @layer in Tailwind? (And How I Finally Got It)
    At first, I didn’t really understand what the purpose of the layers in Tailwind’s CSS system was. I saw @layer base, @layer components, and @layer utilities in examples and documentation, but I didn’t know when or why to use them, or what would happen if I ignored them completely. I was just adding my custom CSS and utility classes to the app.css file without structure, and it seemed to work—until I started running into problems with class conflicts, ordering issues, and styles not applying consistently. Understanding the Purpose of Layers What Goes in Each Layer Then there’s @layer components, which is the perfect place for your custom reusable class-based styles—like buttons, input fields, form groups, cards, badges, and so on. These aren’t global resets; they’re building blocks made up …  ( 4 min )
    Language Learning Bot - Amazon Q Developer
    Language Learning Bot - Amazon Q Developer This is a submission for the Amazon Q Developer https://dev.to/challenges/aws-amazon-q-v2025-04-30 What I Built Built using Python, Streamlit, and AWS (Translate & Polly), it offers an intuitive interface for translating English text into several languages and listening to the correct pronunciation. It's an ideal foundation for educational tools, language learning platforms, or voice-enabled applications. Key Features Demo https://drive.google.com/file/d/1azxYjryMgyX_1Nf05ox8h829AUIU7Og9/view?usp=sharing Code Repository https://github.com/MahalakshmiM54/Language-learning-bot How I Used Amazon Q Developer 🧠 Refactoring Python logic to streamline AWS Translate and Polly calls Amazon Q Developer significantly accelerated development by offering real-time coding suggestions, bug fixes, and architectural advice — all directly from the command line. Final Thoughts I'm proud of how seamlessly the bot handles translation and speech synthesis, and I'm excited to enhance it further—possibly by adding speech input, progress tracking for learners, and more supported languages. 👩‍💻 Individual Submission 💡 Tips & Insights Use inline suggestions to quickly resolve syntax issues or logic bugs, especially when working with external libraries like boto3. Take advantage of real-time CLI support to configure cloud resources without leaving your development environment. Boost efficiency by letting Amazon Q handle repetitive setup and error handling, so you can stay focused on building features that matter. Collaborated with teammate: https://dev.to/ganga_sris_249f4b671caaa 📬 Let's Connect https://github.com/MahalakshmiM54 https://www.linkedin.com/in/maha-lakshmi-8a85382a6/ https://dev.to/maha_lakshmi_dd37d543f7c9  ( 4 min )
    How to Manage Empty Headers and Footers in Word with C#
    Introduction When working with Word documents programmatically in C#, specifically using the Microsoft.Office.Interop.Word library, you might encounter scenarios where you need to manipulate headers and footers. A common challenge is how to check or remove an empty header or footer without inadvertently creating one. If you're developing a WPF application targeting Microsoft Word 2007 and higher, this guide will help you understand the intricacies of managing headers and footers efficiently. Understanding Headers and Footers in Word Headers and footers in Word documents contain content that appears at the top or bottom of each page. However, accessing these areas through interop code often leads to certain unintended behaviors. For example, accessing a header or footer might create an empt…  ( 4 min )
    Building an A2A Currency Agent with LangGraph
    This guide provides a detailed explanation of how to build an A2A-compliant agent using LangGraph and the Google Gemini model. We'll walk through the Currency Agent example from the A2A Python SDK, explaining each component, the flow of data, and how the A2A protocol facilitates agent interactions. Overview Architecture Setup and Installation Agent Card and Skills Currency Agent Agent Executor Helpers Flow of Execution Client Interaction Streaming Multi-turn Conversations Next Steps The Currency Agent is a specialized agent that helps with currency conversions. It leverages: A2A Protocol: For standardized communication LangGraph: For orchestrating the agent's reasoning Google's Gemini Model: As the reasoning engine External API: To fetch real-time exchange rates This example demonstrates s…  ( 8 min )
    Implementing Sign in with Apple in Laravel REST API
    To implement Sign in with Apple functionality in your Laravel REST API, you'll need to follow these steps: Prerequisites An Apple Developer account A registered app in Apple Developer portal Laravel 8.x or higher PHP 7.4 or higher Setup Apple Developer Configuration Go to Apple Developer Portal Create a new App ID with "Sign In with Apple" capability enabled Note your Service ID (e.g., com.example.app) Generate a private key for "Sign In with Apple" and download it Install Required Packages composer require laravel/socialite Configuration Add these to your .env file: APPLE_CLIENT_ID=nz.co.fskills.app APPLE_TEAM_ID=J43F88Y4BH APPLE_KEY_ID=CLU5NYTK5P APPLE_PRIVATE_KEY_PATH=storage/apple_private_key.pem storage/apple_private_key.pem -----BEGIN PRIVATE KEY----- Eapmple key -----END …  ( 3 min )
    Here's Why You Should Still Care About Creating Wireframes
    Recently, on LinkedIn, I've been seeing the posting from Duolingo's team about how they have decided to do away with the whole UX wireframing process. While that might sound rather controversial to most folks, as an experienced professional, I actually do kinda understand where they might be coming from. You must understand that I've been drawing UX wireframes since early 2006. That's almost two decades now. I've done so many wireframes that by now, a lot of what I can do on paper using sketches or even the digital form, I can mentally visualize them inside my head, and I can convert most of them smoothly into UI prototypes. But that is only because of a few factors: I've been doing this a long time. I've become very good at anticipating what a potential user would want. I can easily visua…  ( 6 min )
    How I Got Funded for My Startup Through a Hackathon Win
    A year ago, I was just another aspiring entrepreneur with a rough prototype and a dream. Today, I’m running a funded startup, growing a team, and solving a real-world problem I care deeply about. The turning point? A weekend hackathon that changed everything. The Backstory: From Idea to Execution I had a basic MVP, a few sketches, and a lot of late nights fueled by coffee and code. But it wasn’t until I stumbled across a local hackathon that everything started to shift. Enter the Hackathon Over 48 hours, my small team (a designer friend and a college buddy who could code like lightning) pulled off a miracle. We turned my rough MVP into a functional demo, ironed out a compelling pitch, and presented it to a panel of judges — including venture capitalists, product managers, and seasoned foun…  ( 4 min )
    🎬 I Built a YouTube Clone
    React. TypeScript. Next.js. Tailwind. Framer Motion. Hey fellow devs! 👋 I recently embarked on a wild ride: building a YouTube clone from scratch. Why? Because watching YouTube wasn’t enough. I wanted to become YouTube (minus the billion-dollar budget and the legal team). Here’s how I did it, what I learned, and how many times I yelled “why is this not working?!” into the void. Github Repository - https://github.com/SoorajSNBlaze333/youtube-video-view Live App - https://y-video-clone-two.vercel.app Ah, Week 1. Back when I thought this would be easy. React (because I’m not a monster) TypeScript (because I love suffering with strict types) Next.js (SSR, baby!) Tailwind CSS (utility classes = sanity) Framer Motion (because even my modals deserve personality) Creating a responsive layout. Ma…  ( 5 min )
    How to Retrieve Hierarchical Flex Values in Oracle EBS?
    Introduction If you’re new to Oracle and Oracle E-Business Suite (EBS) R12, navigating its data structures can initially seem daunting, especially when it comes to retrieving hierarchical data. In this article, we’ll explore how you can list flexible values from the FND_FLEX_VALUES_VL view in a hierarchical manner. Understanding the relationships between these flexible values is crucial for creating effective reports in Oracle EBS. In particular, we’ll look at how to leverage the FND_FLEX_VALUE_NORM_HIERARCHY table and the FND_FLEX_VALUE_CHILDREN_V view to construct a query that captures the entire hierarchy. Why Using Hierarchical Queries is Important Hierarchical queries allow you to see data in a parent-child relationship, making it easier to understand the structure of complex datasets…  ( 4 min )
    𝐀 𝐅𝐮𝐥𝐥𝐲 𝐋𝐨𝐜𝐚𝐥 𝐀𝐈 𝐂𝐡𝐚𝐭𝐛𝐨𝐭 𝐔𝐬𝐢𝐧𝐠 𝐎𝐥𝐥𝐚𝐦𝐚, 𝐋𝐚𝐧𝐠𝐂𝐡𝐚𝐢𝐧 & 𝐂𝐡𝐫𝐨𝐦𝐚𝐃𝐁
    🚀 Today, I got hands-on with a Retrieval-Augmented Generation (RAG) setup that runs entirely offline. I built a private AI assistant that can answer questions from Markdown and PDF documentation — no cloud, no API keys. 🧱 Ollama for local LLM & embedding Key features: 🧠 How This Local RAG Chatbot Works (Summary) 1) Upload Your Docs 2) Chunking + Embedding 3) Store in Chroma Vector DB 4) Ask Natural Questions 5) Answer with LLM + Memory 6) Sources Included Display answer + source documents in Streamlit 💬 Example Prompts "What is a microservice?" Honestly, this was one of those projects that reminded me how far local AI tools have come. No cloud APIs, no fancy GPU rig — just a regular laptop, and I was able to build a fully working RAG chatbot that reads my docs and gives solid, contextual answers. If you’ve ever wanted to interact with your own knowledge base — internal docs, PDFs, notes — in a more natural way, this setup is 100% worth trying. It's private, surprisingly fast, and honestly, kind of fun to put together.  ( 4 min )
    Unveiling GNU Free Documentation License 1.3: A Comprehensive Exploration of Its Depths, Applications, and Future Trends
    Abstract This post provides an in-depth look at GNU Free Documentation License (GFDL) 1.3. It covers the origins of the license, its core concepts, features, use cases, and limitations. We also discuss challenges, dual licensing debates, and future outlooks in a rapidly evolving documentation ecosystem. The discussion blends historical context, technical details, and governance issues while providing practical examples, tables, and bullet lists for clarity. Throughout the post, we include insights from related open source and fair code licensing debates to help readers understand the impact of GFDL 1.3 and its role in promoting software and documentation freedom. The GNU Free Documentation License (GFDL) 1.3 is a pivotal legal instrument crafted to guarantee that documentation remains fr…  ( 8 min )
    How Can Iterative Closest Point (ICP) Handle Occlusions?
    Understanding the ICP Algorithm The Iterative Closest Point (ICP) algorithm is widely used for aligning 3D models and point clouds. Its primary function is to minimize the distance between the observed dataset and a reference model, ensuring seamless registration in applications like robotics and computer vision. However, when occlusions occur in the observed dataset, the performance of ICP can degrade significantly. In this article, we will explore why this happens, and suggest some ways to enhance the robustness of your ICP implementation in MATLAB. What's Happening with ICP and Occlusions? When the dataset does not fully capture the geometry of the object (such as an aircraft), certain regions are occluded, leading to incomplete data. ICP relies heavily on finding the closest points bet…  ( 5 min )
    How to Use Excel YEAR Function?
    The YEAR function in Excel is a simple yet powerful tool used to extract the year from a given input date. This function is extremely useful when you are working with dates and need to separate or analyze the year part individually. Objective Value Returned by function Aim to returns the year value YEAR function in excel will return year value in 4 digits from the given input date. The YEAR function was introduced in Excel version 1.0, which was released in 1985 for Macintosh and 1987 for Windows. =YEAR(serial_number) // Serial_number or Excel Date Value serial_number: It refers to a valid Excel date from which you want to extract the year. If the serial_number value is a invalid date or a text value and then YEAR function will return the #VALUE! error. The list of supported i…  ( 6 min )
    Unveiling CDDL 1.1: A Deep Dive into Open Source Licensing, Developer Compensation, and Fair Code Practices
    Abstract: This post explores the Common Development and Distribution License (CDDL) 1.1. We review its history, core features, applications, challenges, and future outlook. With a detailed comparison to alternative licenses and blockchain-based innovations like the License Token (OCTL) models, we explain how CDDL 1.1 impacts developer compensation and fair code practices. Using clear short sentences and illustrative tables and bullet lists, we deliver an accessible yet technical overview for developers, legal professionals, and technology enthusiasts interested in open source funding, dual licensing, and blockchain integration. Open source software development benefits from licenses that protect developer contributions while promoting collaboration. The Common Development and Distribution…  ( 9 min )
    How to Fix 'No Anonymous Block Parameter' in Hanami Ruby
    When working with the Hanami framework in Ruby, validating parameters is an essential task to ensure the integrity of the data your applications handle. If you've encountered the error 'no anonymous block parameter' while validating your parameters, you're not alone. This common issue arises due to the way blocks are defined and used in Ruby. Understanding the 'No Anonymous Block Parameter' Error In Ruby, when you define a method that takes a block, you generally have to capture that block using a block parameter. The error 'no anonymous block parameter' suggests that the block you're trying to define doesn't have an associated variable to hold the block context. Without this, Ruby cannot process the block correctly, leading to the error. Common Scenario of the Error Let's take a look at t…  ( 4 min )
    Next.js Setup Guide for Developers
    This Post provides a step-by-step guide for setting up the next-hello-world project using Next.js with TypeScript, creating a Git repository, and uploading your code for the first time. Creating a Next.js Project with TypeScript Creating a New Private Git Repository Setting Up Git Configuration for This Project Uploading Your Local Code to Git for the First Time Next Steps Node.js 18.17 or later installed npm or yarn package manager Run the following command in your terminal: npx create-next-app@latest next-hello-world You'll be prompted with several options. Here are the recommended choices for our project: Would you like to use TypeScript? › Yes Would you like to use ESLint? › Yes Would you like to use Tailwind CSS? › Yes (recommended for UI development) Would you like to use `src/` dir…  ( 5 min )
    How to Fix SQL Search Queries with Wildcards in PHP
    In this article, we'll explore how to effectively use wildcards in SQL queries, specifically focusing on creating a search box in PHP that accepts multiple parameters. If your SQL search box is not returning results as expected when using the LIKE wildcard, you might not be formatting your SQL query properly. Here, we'll break down your PHP function and provide a solution for implementing wildcards correctly. Introduction to SQL Wildcards Wildcards are essential in SQL when you want to match a specific pattern. In a search functionality like yours, combining them with parameters provides users with a flexible way to search for items, such as products. Issue Breakdown From your code, it looks like you are trying to search ads with a specific Category, College_id, and a textstring that could…  ( 4 min )
    Machine Learning testing strategies
    Testing Machine Learning Models Model Accuracy Using special test data to see how well a model works. Measuring results with scores like precision, recall, and accuracy. Robustness Using tools like Great Expectations to check the quality of data. Making sure models work well even with tricky or unusual inputs. Bias and Fairness Using tools like IBM AIF360, Google What-If, and Microsoft Fairlearn to find and fix unfairness in models. Integration Testing how applications work with systems like EHR (Electronic Health Records). Ensuring smooth data sharing and system compatibility. Monitoring Keeping an eye on how models behave over time. Using tools like Amazon SageMaker Model Monitor to spot problems. Regulatory Compliance Making sure AI follows important rules like HIPAA and protects personal data. Keeping sensitive information safe with strong security measures.  ( 3 min )
    How to Create a Vertical Dotted Line with CSS
    Creating a vertical dotted line down the center of a webpage can enhance the layout and guide users' eyes. If you’re wondering how to achieve this effect with CSS, you’ll be pleased to know that there are straightforward methods that don’t require images. In this article, we’ll detail a clean CSS approach to create a vertical dotted line that appears under any content boxes. Why Use CSS for Dotted Lines? While it’s possible to use repeating images to generate a dotted line, CSS offers more flexibility, allowing adjustments to color, spacing, and responsiveness without the need for additional image files. This method not only streamlines your code but also optimizes your website's performance by reducing HTTP requests, resulting in faster loading times. Creating the Dotted Line with CSS The…  ( 4 min )
    Getting Started with Simple Data Integrator (SDI): Direct Connection Setup
    Simple Data Integrator (SDI) is a no-code ETL tool that helps connect and transfer data between databases and systems. This article walks you through how to configure a direct database connection in Simple Data Integrator (SDI), using Oracle as an example. Click the New Connection button to open the configuration dialog. No Field Description 1 Connection Name Enter any name for the connection. While SDI does not check for name duplication, it's recommended to use unique names for easier management. 2 Location Select Direct Connection. 3 Data Type Choose Oracle. 4 Connection Info Enter the Oracle connection details. More details: Oracle Connection Setup 5 Default Schema If specified, only tables and views under that schema will be listed in mapping settings. If left blank, all accessible schemas will be shown. 6 Test Connection Click the Test Connection button to verify the Oracle connection. On success, you'll see a message like below: Once the test passes, click Save to store the connection. You can set up connections to SQL Server, MySQL, PostgreSQL, DB2, and any ODBC-compliant databases using a similar procedure. 🌐 SDI Official Site (English) 🔗 Oracle Connection Guide 🔗 SQL Server Connection Guide 🔗 MySQL Connection Guide 🔗 PostgreSQL Connection Guide Whether you're integrating legacy systems or building a cloud data pipeline, SDI makes it easy to configure database connections without writing code. Try it out today!  ( 3 min )
    [Boost]
    Build a Food-Ordering Chatbot in 30 Minutes by .NET 10 and Azure Duc Nguyen Thanh ・ May 12 #webdev #ai #azure #dotnet  ( 2 min )
    Building a Service Marketplace with Django: Lessons from Netfix
    As developers, we're constantly searching for the right tools to bring our ideas to life efficiently. When I decided to build Netfix, a service marketplace connecting companies with customers, I chose Django - and discovered features that make it uniquely powerful for complex applications. Netfix is a platform where: Companies create profiles and list their services Customers browse and request services Each entity has personalized dashboards Analytics track and display trending services The system handles complex relationships between users, services, and requests Let's dive into some of the most powerful features I leveraged Django's default user model works for simple applications, but for Netfix, I needed to support different user types with specific attributes. Here's how I implemente…  ( 6 min )
    Why is the Login Failing in My Flutter Web App Release?
    When deploying a Flutter web application, you might run into issues, such as the login functionality not working. This can often be perplexing, especially when everything seems to work perfectly in your development environment. Understanding potential pitfalls and implementing solutions can make a significant difference. Understanding the Problem Your login might fail due to several factors, including CORS (Cross-Origin Resource Sharing) settings, incorrect API request headers, or a mismatch in the expected parameters on the server side. Let's dive deeper to clarify why these issues occur and how we can resolve them. CORS and API Requests CORS is a security feature implemented by web browsers to prevent unauthorized requests to your API from a different domain. When you build your Flutter …  ( 5 min )
    3335. Total Characters in String After Transformations I
    3335. Total Characters in String After Transformations I Difficulty: Medium Topics: Hash Table, Math, String, Dynamic Programming, Counting You are given a string s and an integer t, representing the number of transformations to perform. In one transformation, every character in s is replaced according to the following rules: If the character is 'z', replace it with the string "ab". Otherwise, replace it with the next character in the alphabet. For example, 'a' is replaced with 'b', 'b' is replaced with 'c', and so on. Return the length of the resulting string after exactly t transformations. Since the answer may be very large, return it modulo 109 + 7. Example 1: Input: s = "abcyy", t = 2 Output: 7 Explanation: First Transformation (t = 1): 'a' becomes 'b' 'b' becomes 'c' 'c' be…  ( 26 min )
    They say my job won't survive...
    It is 2000. I'm 18 years old. They say my job won't survive quantum computing (IBM is really close). It is 2005. I'm 23 years old. They say my job won't survive visual IDEs. It is 2010. I'm 28 years old. They say my job won't survive smartphones. It is 2015. I'm 33 years old. They say my job won't survive web3. It is 2020. I'm 38 years old. They say my job won't survive AI. It is 2025. I'm 43 years old. They say my job won't survive quantum computing (Microsoft is really close). It is 2030. I'm 48 years old. They say my job won't survive... My job will eventually disappear, as many other jobs have in the past and will in the future. Or it will be transformed into something different. Who knows. It didn't exist as it is right now when I was born, and it may not exist when I retire —hopefully after. If it happens while I'm active in the workforce, I will adapt as I already have in the past, or move on to a different field. I'll have had a good run in software development when it happens. Maybe the person I talked when I was 18 was a visionary and correct (just off by a few decades). I'm just glad I didn't listen.  ( 3 min )
    Day 2/200 (Full Stack)
    Today's progress: DETAILED BREAKDOWN: Heading tag: used to add a heading in webpage. So, in HTML, there are 6 heading tags. Heading 1 Heading 1 Heading 1 Heading 1 Heading 1 Heading 1 Google Image tag: used to add image to the webpage. Bold, italic, underline tag: As the name says, bold, italic, and underline do the same thing. this is under line this is italic this is bold paragraph tag: used to add paragraph text. This is a paragraph and here we can add text. this is big text this is small text Hr tag and Br tag: so Br tag is used to add line breaks, and hr tag is used to add a horizontal ruler in the webpage. subscript and superscript tag: so basically through this tag we can write things like CO2 or H2O, this type of text. this is subscript this is superscript Pre tag: by using this tag we can display the text as it is, written in the code because HTML ignores spaces so through this we can add spaces. so this is a pre tag and the text will be display like this. so this are some of the tags that I had learned today, keep learning keep growing.  ( 4 min )
    How to Access Swift Class from Kotlin in Multiplatform?
    Accessing a Swift class from Kotlin can often be a challenge, particularly in a Kotlin Multiplatform project where seamless integration is required. In this article, we will explore how to properly set up your project to ensure that your Swift class is accessible from Kotlin, diving into the configuration details that might be causing visibility issues. Understanding the Issues You mentioned you have created a Wallet Swift class, along with a bridging header. However, it seems the Kotlin side is unable to access this class. This visibility problem often arises from incorrect configuration in the bridging header or missing annotations in Swift. Swift Class Setup Let's start with your original Swift class: @objc public class Wallet: NSObject { @objc public func getPrivateKey() -> Strin…  ( 4 min )
    Dica de TI: Como atribuir valores?
    Dica de TI será uma série de posts com conteúdo sobre tecnologia. São posts curtos explicando alguns conceitos. Nos exemplos a linguagem usada será: Java A atribuição de valor é a passagem de informação a determinada variável. O operador de atribuição básico é o = (sinal de igual) int idade = 20; O valor atribuído a variável idade é 20. Você também pode usar operadores combinados: int idade = 20; idade += 10; // Nesse caso ele adiciona um valor a variável existente (20). Se imprimir com System.out.println(idade); // O resultado será 30.  ( 3 min )
    Web Mimarisi: Gelecek Artık Burada
    Web uygulamaları, günümüzün dijital dünyasında her yerde mevcut. Kullanıcı deneyimlerini şekillendiren ve işletmelerin başarısında kritik rol oynayan dinamik ve etkileşimli web sayfaları tasarlamak artık bir zorunluluktur. Web mimarisi, bu dijital dönüşümün temelini oluşturur ve modern uygulamaların gerektirdiği ölçeklenebilirlik, güvenlik ve esnekliği sağlamanın anahtarıdır. Web mimarisi, web uygulamalarının tasarlanması, geliştirilmesi ve yapılandırılması ile ilgilenir. Kullanıcı beklentilerini karşılayan, verimli ve sürdürülebilir web çözümleri oluşturmak için çeşitli teknikler, araçlar ve mimari desenler içerir. Modern web mimarisi, zengin kullanıcı deneyimleri sunmak, artan veri taleplerini yönetmek ve sürekli değişen teknoloji ortamına ayak uydurmak için sürekli gelişmektedir. Modern…  ( 5 min )
    How to Create a Lua Wrapper for C++ Functions
    Introduction Integrating C++ functions with Lua can be a powerful way to enhance scripting capabilities in your applications. In this article, we will explore how to create a robust wrapper that allows Lua scripts to call various C++ functions seamlessly. This approach is particularly useful when re-using existing code without the need for an entirely new interface. Why Integrate Lua with C++? Using Lua as a scripting language provides flexibility and ease of use. The Lua C API allows you to register C/C++ functions that can be called directly from Lua scripts. This means that instead of creating new implementations of these functions for Lua, you can use your existing C++ functions, significantly reducing development time. Creating a Generic Wrapper for C++ Functions To handle function ca…  ( 4 min )
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    Market volatility indicator still points to $135K Bitcoin within 100 days — Analyst
    Key Takeaways: Bitcoin price holds above $100,000, driven by "risk-on" sentiment after the CBOE Volatility Index (VIX) dropped to 20. The Bitcoin Bull Score Index surged to 80, and the Fear & Greed Index suggests growing optimism, with historical patterns indicating potential for further price gains. Bitcoin (BTC) price continues to consolidate higher above $100,000 after the CBOE Volatility Index (VIX) dropped to its 30-year average of 20, down from a peak of 60 earlier in 2025. This decline follows a US-China trade deal on May 12, which introduced a 90-day tariff pause and a 115% reduction on both sides. CBOE Volatility Index chart. Source: X.com The agreement has fueled a "risk-on" sentiment, boosting Bitcoin and equities as investors lean into higher-risk assets, according to Bitco…
    US lawmakers call for change in corporate digital asset taxes
    Two US senators are calling on Treasury Secretary Scott Bessent to “exercise [the department’s] authority” and change a provision affecting taxes on corporate holdings of digital assets. In a May 12 letter, Senators Cynthia Lummis and Bernie Moreno suggested Bessent had the authority to change the definition of “adjusted financial statement income” under existing US law in a way that could reduce what digital asset companies pay in taxes. The proposed adjustment was suggested as a way to modify a provision of the Inflation Reduction Act, signed into law in 2022. “Our edge in digital finance is at risk if US companies are taxed more than foreign competitors,” said Lummis in a May 13 X post. May 12 letter to Treasury Secretary Scott Bessent. Source: Cynthia Lummis According to the two senato…
    Here’s what happened in crypto today
    Today in crypto, VanEck is launching its first tokenized fund backed by US Treasurys; Arizona Governor Katie Hobbs has vetoed bills aimed at creating a state Bitcoin reserve and enabling crypto payments; and Coinbase is poised to become the first crypto company added to the S&P 500 index. VanEck to launch its first RWA tokenization fund Investment firm VanEck is launching a tokenized real-world asset (RWA) fund that offers exposure to US Treasury bills, developed in partnership with tokenization platform Securitize. The initiative places VanEck among a growing number of traditional finance firms entering the RWA tokenization space. The fund, called VBILL, will be initially available on Avalanche, BNB Chain, Ethereum and Solana blockchains, VanEck said in a May 13 statement. The fund's mini…
    CoinShares Q1 net profit falls to $24M
    CoinShares, a digital asset investment firm with offices in the United States and Europe, said its net profit fell to $24 million in the first quarter of 2025, a 42.2% decrease from the same period a year ago. Although CoinShares’s profits and EBITDA remained positive in Q1 2025, the margins declined compared to the same period in 2024. Last year, CoinShares posted a net profit of $41.5 million and an EBITDA of $35.5 million in the first three months. Year-over-year, CoinShares’s net profit dropped 42.2% and its EBITDA fell 15.5%. The firm’s ETPs contributed to the quarter's performance. For Q1 2025, CoinShares’s ETPs saw net inflows of $268 million, with $202 million coming from its Physical Bitcoin (BITC) ETP. Revenue related to assets under management increased from $24.5 million to $29…
    Coinbase invests in Canadian stablecoin issuer
    Coinbase has partnered with Canadian stablecoin issuer Stablecorp in a bid to expand access to tokenized Canadian dollars, a company executive told Cointelegraph during the Blockchain Futurist Conference in Toronto. According to Coinbase Canada's CEO, Lucas Matheson, the exchange is investing an undisclosed amount in Stablecorp and will help market its fiat-collateralized stablecoin, QCAD. “It’s really important that we have a stablecoin for Canadians,” Matheson told Cointelegraph in an exclusive interview on May 13, adding that stablecoins are especially urgent because the country has “no peer-to-peer [payment] rail” and “wire transfers cost $45 and take 45 minutes of paperwork.” “With stablecoins, 24/7, instant, borderless payments become possible — this is already feasible with existin…
    Solana network and DeFi activity suggest SOL price rally will continue
    Key takeaways: Solana's $10.9 billion TVL surpassed the entire Ethereum layer-2 ecosystem. Solana’s 30-day fee revenue ($43.4 million) rose 109% compared to the previous month. SOL’s 8% funding rate shows healthy leverage demand from bulls. Solana’s native token SOL (SOL) surged 24.8% between May 6 and May 10, following the broader altcoin market rally after Bitcoin broke above $100,000. Since then, SOL has struggled to stay above $180, but derivatives and onchain data still suggest further gains are in store. SOL/USD (blue) vs. altcoin market cap. Source: TradingView / Cointelegraph While Solana ranks the fifth largest cryptocurrency by market capitalization, Solana Network is the vice-leader in key onchain metrics including the total value locked (TVL). Blockchain ranked by TVL, USD.…
    What are the next steps for the US stablecoin bill?
    Proponents of a bill to regulate stablecoins in the US Congress will likely take up another vote on the legislation in a matter of days without responding to concerns about President Donald Trump’s financial ties to the cryptocurrency industry. The Guiding and Establishing National Innovation for US Stablecoins, or GENIUS Act, failed to get enough votes to pass in the US Senate on May 8 amid calls from some Democratic lawmakers to halt any legislation related to digital assets until Republicans could address Trump’s potential conflicts of interest. Immediately following the vote, some lawmakers from both parties suggested they could reconsider the bill as early as this week, but without agreeing on a bipartisan path forward. After the GENIUS Act failed to proceed in a 48 to 49 vote in the…
    Bitcoin is one rally away from new highs, but overly euphoric bulls signal ‘overheating’ market
    Key takeaways: Bitcoin price maintains its bullish momentum, but a sentiment indicator suggests the market could be overheating.  Data highlights Bitcoin traders taking profits and a lopsided market angled toward longs. Analysts warn of a potential short-term correction, especially if gold weakens or seasonal trends play out. Optimism has returned to the crypto markets, and many traders believe Bitcoin (BTC) price is on the path to new all-time highs. In just one month, Bitcoin surged 39%, briefly crossing the $105,000 mark. According to Glassnode analysts, “there are signs of renewed market strength, and the market is trading within a profit-dominated regime.” Still, not everyone is convinced the rally will continue unchecked. Some investors are already taking profits, pushing Bitcoin…
    Altcoins’ roaring returns and falling USDT stablecoin dominance suggest ‘altseason’ is here
    Key Takeaways: Declining Bitcoin dominance and rising strength in altcoins and memecoins could be a sign that it’s altseason. USDT dominance could drop to 2022 lows, indicating an accelerating capital rotation into Bitcoin and other cryptocurrencies. The cryptocurrency market shows signs that an altseason, a period where altcoins significantly outperform Bitcoin (BTC), could be on the horizon. Technical charts and market sentiment align to suggest that May 2025 might start a broader altcoin rally, driven by key indicators and shifting capital flows. The TOTAL2 chart, representing the total market capitalization of all cryptocurrencies, excluding Bitcoin, has broken above a downtrend line in place since January 2025. This breakout is accompanied by a bullish break of structure (BOS) on …
    VanEck to launch its first RWA tokenization fund
    Investment firm VanEck is launching a tokenized real-world asset (RWA) fund that offers exposure to US Treasury bills, developed in partnership with tokenization platform Securitize. The initiative places VanEck among a growing number of traditional finance firms entering the RWA tokenization space. The fund, called VBILL, will be initially available on Avalanche, BNB Chain, Ethereum and Solana blockchains, VanEck said in a May 13 statement. The fund's minimum subscriptions start at $100,000 for investments running on Avalanche, BNB Chain, and Solana, while the minimum subscription on Ethereum is $1 million. VanEck joins a burgeoning field of traditional financial firms that have launched RWA tokenized funds, with competitors including BlackRock and Franklin Templeton. In January, Apollo, …
    Bitcoin shrugs off US CPI win as Binance CEO says BTC 'leading pack'
    Key points: Bitcoin fails to capitalize on lower-than-expected US CPI data, seeing a Wall Street sell-off for a second day. Traders see BTC/USD buying time before its next move, and a trip below $100,000 is on the cards. Bitcoin is showing “undeniable” momentum against gold and stocks, Binance’s Richard Teng says. Bitcoin (BTC) saw a repeat sell-off at the May 13 Wall Street open as bears ignored positive US inflation data. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView BTC price stagnates after CPI inflation cools Data from Cointelegraph Markets Pro and TradingView showed BTC/USD again heading lower after failing to reclaim $104,000 as support. The downside came despite the April print of the US Consumer Price Index (CPI) coming in below expectations in what should be good ne…
    Yuga Labs sells CryptoPunks IP to Infinite Node Foundation
    Infinite Node Foundation (NODE), a nonprofit focused on digital art, has acquired the intellectual property of the CryptoPunks non-fungible token (NFT) collection from Yuga Labs, NODE said in a May 13 announcement.  The acquisition of CryptoPunks, plus its additional $25 million endowment, establishes NODE as “the most well-capitalized nonprofit dedicated solely to digital art in the United States,” the foundation said in an X post.  The terms of the deal were not disclosed.  The nonprofit said it has assembled an advisory board to oversee the CryptoPunks collection. It comprises Matt Hall and John Watkinson — the artists behind the NFT collection — and a representative of Yuga Labs, among others.  “Our role is to build a networked architecture that allows digital art like CryptoPunks to t…
    SEC hacker counters prosecutors with 366-day sentencing recommendation
    Defense lawyers have asked a judge to sentence the person responsible for helping post a fake message announcing regulatory approval of Bitcoin exchange-traded funds to roughly a year in prison, countering prosecutors’ request for a two-year sentence. In a May 13 filing in the US District Court for the District of Columbia, Eric Council Jr.’s legal team asked that he be sentenced to no more than one year and one day in prison following his guilty plea. Council was part of a group that took control of the US Securities and Exchange Commission’s (SEC’s) X account in 2024 through a SIM swap attack, posting a message that suggested the regulator had approved spot Bitcoin (BTC) exchange-traded fund listings for the first time. “A sentence of twelve months and one day serves the ends of justice…
    How to use tsUSDe on TON for yield-generating dollar savings
    Looking for a way to earn passive income on your crypto without riding the rollercoaster of volatile coins? TsUSDe (the staked version) on The Open Network (TON) might be the answer. It’s a dollar-pegged stablecoin that earns yield by design, and you can boost those earnings even more by putting it to work on platforms like STON.fi and DeDust. Here’s how it works and how to get started in just a few steps. What is tsUSDe, and why use it? TsUSDe is a US dollar-backed stablecoin on the TON blockchain. It’s designed to earn a base yield of around 10% APY, paid out in Toncoin (TON). That means just holding it in your wallet earns you rewards — no extra steps needed. But if you want to go a step further, you can use tsUSDe in liquidity pools or farms on TON-based platforms to unlock even more …
    Bitcoin remains unmatched as a global inflation hedge
    Opinion by: Jupiter Zheng, Partner Liquid Fund at HashKey Capital Whenever Bitcoin falls in value, the narrative is always the same: It’s failing as a hedge against inflation. In the eyes of critics, Bitcoin is not the “digital gold” that so many others claim it to be. With gold hitting all-time highs, these critics have grown louder. If Bitcoin is an inflation hedge, they ask, why isn’t it also rallying as investors seek safety? Even in today’s bearish, high-inflation environment, the cardinal truth holds: Bitcoin is an inflation hedge — arguably the most important one for long-term capital preservation the world has seen.  Strength in scarcity Bitcoin has a hard cap of 21 million coins, with full circulation expected by 2140. This built-in scarcity mirrors gold, which has historically se…
    $1B Bitcoin exits Coinbase in a day as analysts warn of supply shock
    Institutional demand for Bitcoin is growing, as Coinbase, the world’s third-largest cryptocurrency exchange, recorded its highest daily outflows of Bitcoin in 2025 on May 9. On May 9, Coinbase saw 9,739 Bitcoin (BTC), worth more than $1 billion, withdrawn from the exchange — the highest net outflow recorded in 2025, according to Bitwise head of European research André Dragosch. “Institutional appetite for bitcoin is accelerating,” Dragosch added in a May 13 X post. Source: André Dragosch Related: Nasdaq-listed GDC plans to buy Bitcoin and TRUMP memecoin for $300M The outflow occurred as Bitcoin traded above $103,600 and just days after the White House announced a 90-day reduction in reciprocal tariffs between the US and China, easing market concerns and lifting broader investor sentiment. …
    Bitcoin builders defend role of venture capital in layer-2 growth
    Venture capital firms remain critical to infrastructure development in the Bitcoin ecosystem, despite pushback from some in the community, according to builders speaking at the Token2049 conference in Dubai. Charlie Yechuan Hu, CEO of Bitcoin layer-2 protocol Bitlayer, shared his insights on venture capital (VC) firms in the Bitcoin (BTC) ecosystem. Hu told Cointelegraph that he views many VC firms in the space positively, as they offer support to early ventures that need capital to build infrastructure. “You need developers, you need to open up the whole ecosystem foundation, everything,” Hu said. “You need to pay for the cloud, like AWS or RPCs, all that, servers […] So, we have to have VC on that.“ Hu argued against the usual Bitcoiner ethos that argues against outsider capital, saying,…
    South Korea’s Democratic Party sets up ‘Digital Asset Committee’
    The largest political party in South Korea, the Democratic Party, has launched a Digital Asset Committee focused on developing cryptocurrency policies and promoting industry growth. The committee held its inaugural meeting at the National Assembly Members’ Hall in Seoul on May 13, the local news agency News1 reported. During its first meeting, the committee highlighted the importance of resolving regulatory uncertainty and addressing burning issues like stablecoin regulation amid the push for US-dollar stablecoins by the US government. The new committee joins similar organizations in South Korea, including the Virtual Asset Committee launched in late 2024 and another public-private crypto task force introduced in 2022, both initiated by the Financial Services Commission (FSC). Exchanges li…
    Robinhood to acquire Canada’s WonderFi for $179M in global crypto push
    Brokerage fintech Robinhood is set to acquire WonderFi, a Canadian crypto firm, for approximately 250 million Canadian dollars ($179 million) in an all-cash deal to expand its global presence. The acquisition is expected to close in the second half of 2025, Robinhood said in a May 13 press release. WonderFi operates two of Canada’s longest-standing regulated crypto trading platforms, Bitbuy and Coinsquare, managing over 2.1 billion Canadian dollars in assets under custody. These platforms offer crypto trading, staking and custody services. “WonderFi has built a formidable family of brands serving beginner and advanced crypto users alike, making them an ideal partner to accelerate Robinhood’s mission in Canada,” said Johann Kerbrat, senior vice president and general manager of Robinhood Cry…
    History rhymes? XRP price gained 400% the last time whale flows flipped
    Key takeaways: XRP price has risen 55% since April and is now flashing bullish continuation signals. Whale flows have flipped positive for the first time since November 2024, historically signaling trend reversals. A falling wedge breakout projects 40% gains ahead, but $2.80 may act as interim resistance. XRP (XRP) has bounced by more than 55% since forming a local bottom at around $1.61 in April. It now signals a further price surge owing to bullish technical patterns and onchain data. XRP/USD daily price chart. Source: TradingView XRP’s whale flows mirror 2024 price boom XRP whale wallets (addresses holding large amounts of XRP) have been aggressively reducing their holdings since November 2024, according to data resource CryptoQuant. XRP whale flow 30-day moving average vs. price.…
    Brave adds Cardano blockchain support to browser and Web3 wallet
    Web3 and privacy-focused web browser Brave Browser has integrated the Cardano blockchain into its native and standalone wallets. According to a May 12 announcement, the integration stems from a partnership between Brave Browser and Cardano development firm Input Output. Together, the two firms “will integrate Cardano into the Brave Wallet, enabling Cardano blockchain access and token management.” Brendan Eich, co-founder and CEO of Brave and the Basic Attention Token (BAT), said: “Integrating Cardano into Brave Wallet not only expands multi-chain access, but also enhances security, governance participation, and the overall user experience.” Eich explained that Brave focuses on maximizing user choice while providing tools to engage with decentralized ecosystems. With this integration, users…
    Bitcoin volatility falls below S&P 500 and Nasdaq in rare shift — Galaxy
    Bitcoin defied expectations in April, delivering double-digit gains while posting lower volatility than major traditional assets. According to analysts at Galaxy Digital, Bitcoin’s (BTC) realized volatility over the past 10 trading sessions dropped to 43.86, lower than the S&P 500’s 47.29 and the Nasdaq 100’s 51.26 — an unusual “positioning for a digital asset traditionally known for its outsized volatility.” The data point comes against a backdrop of renewed financial turbulence. Since US President Donald Trump’s Liberation Day tariff announcement on April 2, traditional markets have wobbled. The Nasdaq Composite is flat, the Bloomberg Dollar Index fell nearly 4%, and even gold (typically a safe haven) briefly hit $3,500 per ounce before pulling back to a 5.75% gain, Galaxy Digital analys…
    Solana co-founder proposes meta chain to fix blockchain fragmentation
    Solana Labs co-founder Anatoly Yakovenko proposed a new data availability (DA) solution to improve persistent fragmentation and lack of interoperability across blockchain networks. In a May 12 post on X, Yakovenko proposed a “meta blockchain” to aggregate and order data posted across multiple layer-1 chains, including Ethereum, Celestia and Solana. “This would actually allow the meta chain to use the cheapest currently available DA offer,” Yakovenko said. Data availability layers are third-party solutions ensuring that blockchains have the necessary data to validate transactions. Source: Anatoly Yakovenko Blockchain interoperability is one of the most pressing issues for Web3 developers, since today’s siloed layer-1 (L1) blockchain networks have no means of communicating or exchanging da…
    Cointelegraph and TheBlock. announce strategic media partnership to strengthen global Web3 and virtual asset collaboration
    Dubai, UAE – May 2025 — TheBlock., the International Chamber of Virtual Assets, has announced a strategic partnership with Cointelegraph, the world’s leading Web3 media platform. The collaboration brings together two major players in the blockchain and virtual asset space, with the shared goal of amplifying the global adoption of tokenisation, advancing regulatory dialogue, and supporting builders entering the MENA region. The agreement, signed during Token2049 Dubai, highlights Cointelegraph’s growing collaboration with key players in the UAE. This new partnership will foster deeper collaboration and mutual support across TheBlock’s ecosystem. As part of the collaboration, Cointelegraph will set up a presence at TheBlock’s headquarters in Dubai World Trade Center, offering opportunities f…
    Tether Gold enters Thailand with listing on Maxbit exchange
    Tether, issuer of the world’s largest stablecoin, USDt, is rolling out its tokenized gold digital asset in Thailand with a listing on local cryptocurrency exchange Maxbit. In a May 13 announcement, Tether said its gold-backed token, Tether Gold (XAUt), has been listed on Thai exchange Maxbit. According to an X announcement by Maxbit, the platform is the first in Thailand to offer a “tokenized gold pair backed by physical gold.” Launched in January 2020, Tether Gold is a gold-backed digital asset with a market cap of $802 million, with each XAUt representing ownership of one troy ounce of gold. Thailand greenlighted stablecoins like Tether USDt in March Tether Gold’s entrance in the Thai cryptocurrency market follows other notable stablecoin-related regulatory developments in the country. In March, the Thai Securities and Exchange Commission approved US dollar-backed stablecoins such as Tether’s USDt (USDT) and Circle’s USDC (USDC) for cryptocurrency trades, allowing the stablecoins to be listed on regulated exchanges across Thailand. Major Maxbit shareholders. Source: Thai SEC Launched in October 2023, Maxbit is a licensed digital asset exchange based in Thailand, operating under the oversight of the Thai SEC. According to official SEC records, Thai energy conglomerate PTG Energy is the largest shareholder of Maxbit, with a 35% stake in the firm. Other Maxbit backers include two local private firms, Spearhead Labs and Unit Company, holding 29% and 28.7% in the digital asset business. This is a developing story, and further information will be added as it becomes available. Magazine: Finally blast into space with Justin Sun, Vietnam’s new national blockchain: Asia Express
    Nasdaq-listed GDC plans to buy Bitcoin and TRUMP memecoin for $300M
    GD Culture Group (GDC), a Nasdaq-listed holding company focused on livestreaming, e-commerce and artificial intelligence-powered digital human technology, plans to raise up to $300 million for a cryptocurrency treasury reserve. In a May 12 statement, GDC and its subsidiary, AI Catalysis Corp., announced entering into a common stock purchase agreement with a British Virgin Islands limited liability company to sell up to $300 million of its common stock. The proceeds from the stock sale will be used to fund the firm’s crypto treasury, which will include purchases of Bitcoin (BTC) and the Official Trump (TRUMP) token. “Under this initiative, and subject to certain limitations, GDC intends to allocate a significant portion of the proceeds from any share sales under the facility to the acquisit…
    Bitcoin illiquid supply hits 14M BTC as hodlers set bull market record
    Key points: Bitcoin has seen its largest 30-day illiquid supply increase of the current bull market. Illiquid supply now stands at 14 million BTC, more than ever before. Whales are still accumulating as the price returns to six figures. Bitcoin (BTC) investors are turning the BTC supply more illiquid than at any point in its history Data from onchain analytics platform Glassnode shows that Bitcoin’s “illiquid supply” has reached a record 14 million BTC. Bitcoin illiquid supply returns to all-time highs Bitcoin is increasingly finding its way into the hands of entities that do not sell what they acquire. Glassnode, which charts the portion of the BTC supply owned by so-called “illiquid entities,” reveals that this has reached levels not seen during the current bull market. An entity is…
    Arizona governor kills two crypto bills, cracks down on Bitcoin ATMs
    Arizona Governor Katie Hobbs vetoed two key cryptocurrency-related bills that aimed to expand the state’s involvement in digital assets while signing a strict regulatory measure targeting Bitcoin ATMs. On May 12, Hobbs rejected Senate Bill 1373, which sought to establish a Digital Assets Strategic Reserve Fund. The fund would have allowed Arizona to hold crypto assets obtained through seizures or legislative allocations. “Current volatility in cryptocurrency markets does not make a prudent fit for general fund dollars,” she stated in her veto letter. “I have already signed legislation this session which allows the state to utilize cryptocurrency without placing general fund dollars at risk,” she added. That decision followed her veto of Senate Bill 1025 — the more ambitious “Arizona Strate…
    From Netflix series to crypto game: Black Mirror’s AI reputation system, explained
    Black Mirror experience: When sci-fi social scores meet blockchain Created by Charlie Brooker, this British sci-fi series debuted in 2011 and quickly became a cultural touchstone for its dark, satirical take on technology. Imagine a world where every like, comment and blockchain transaction shapes your social standing, where an AI watches your every digital move and assigns you a score that dictates your rewards or your restrictions.  Sounds like something straight out of science fiction, right?  Well, it is — until now. Black Mirror, Netflix’s chilling anthology series, and one of its most iconic concepts have inspired a real-world crypto game. Dubbed the Black Mirror Experience, this project brings the show’s AI-driven reputation system to life, …
    Animoca eyes New York listing, cites Trump’s crypto-friendly stance
    Hong Kong-based Animoca Brands is preparing for a listing in New York, citing US President Donald Trump’s relaxed regulatory stance on digital assets as a window of opportunity to enter the world’s biggest capital market. Animoca executive chair Yat Siu told the Financial Times that an announcement may be made soon, with the company currently evaluating various shareholding structures. Siu said the decision to pursue a US listing would not hinge on market conditions but rather on timing and strategic positioning. Animoca, which was delisted from the Australian Securities Exchange in 2020 over governance concerns and the status of some cryptocurrencies, has since built a robust investment portfolio, including stakes in OpenSea, Kraken and Consensys. The company reported unaudited earnings o…
    Crypto execs cheer as Australia appoints pro-crypto assistant minister
    Australia’s crypto industry has expressed positivity after the recently reelected government named pro-crypto politician Andrew Charlton as assistant minister for the digital economy, artificial intelligence and other emerging technologies.  Prime Minister Anthony Albanese told reporters in Canberra during a May 12 press conference that Charlton would be the new assistant minister for science, technology and the digital economy, working with Tim Ayres, the minister for industry and innovation.  Ayres and Charlton will administer policies and programs promoting advancements in emerging technologies, science, technology, innovation and the digital economy, according to Albanese.  Charlton has shown strong support for the industry in the past. During a speech to parliament last November, he p…
    Caitlyn Jenner memecoin buyers to regroup after judge tosses suit
    The lawyer for a group of Caitlyn Jenner memecoin buyers said they will continue their legal fight against the ex-Olympian after a judge threw out the case for failing to adequately support the securities and fraud claims it brought. Jenner had escaped a class-action lawsuit from buyers of her self-titled memecoin, Caitlyn Jenner (JENNER) after California District Court Judge Stanley Blumenfeld Jr. said in a motion filed on May 9 that it was “sufficient to conclude that all nine causes of action are deficient” and sided with Jenner in dismissing the suit in its entirety for failure to state a claim. He allowed the class group to amend its suit, which must be filed by May 23, but warned it had “to be more focused and judiciously pleaded” than the original. A lawyer for the class group, Fitz…
    Craig Wright sent enemies to legal ‘hell,’ says judge in restraining order
    A British High Court has issued a restraining order against computer scientist Craig Wright, preventing him from filing further defamation suits.  In a May 12 judgment, High Court Judge Edward Mellor said Wright’s repeated false claims and aggressive legal actions created legal “hell” for individuals and developers in the Bitcoin (BTC) community, adding that Wright sought to “weaponise legal systems” to intimidate and silence critics. His lawsuits forced people into costly and time-consuming legal defenses, often based on fabricated evidence, the judge added as he handed out a General Civil Restraint Order or injunction against Wright, prohibiting him from filing any more civil claims or applications in the High Court.  The court highlighted how this strategy was part of a pattern of abusi…
    Trump-owned Truth Social denies it is launching a memecoin
    Truth Social, the social media network owned by Trump Media, has denied it is launching a memecoin following circulating rumors on social media. “Contrary to rumors, Truth Social is not launching a memecoin,” the official Truth Social account posted on its platform. The social media platform is owned by the Trump Media & Technology Group, with US President Donald Trump owning a majority stake in the company. “There’s no truth whatsoever about Truth Social launching a memecoin. Don’t be fooled by false information people are circulating,” Donald Trump Jr., the eldest son of President Donald Trump, stated on X. Truth Social denies rumors that it is launching a memecoin. Source: Truth Social The rumors started circulating after influencer Ran Neuner, who hosts the Crypto Banter podcast, tweet…
    SEC hacker once Googled ‘if I am being investigated by the FBI’
    Eric Council Jr., the SIM swap hacker who helped compromise the Securities and Exchange Commission’s X account last year, made $50,000 performing similar attacks and even searched how to tell if the FBI is investigating him, recent filings show. The recent filing was part of the prosecutor’s request to sentence him to two years in prison over his role in the hack, which saw the SEC X account publish a false announcement that a spot Bitcoin exchange-traded fund was approved, shaking up the markets.  Council searched: “How can I know for sure if I am being investigated by the FBI” and “How long does it take to delete Telegram account,” US prosecutors discovered following a search warrant of his house, car and devices last June, according to a May 12 court filing. While Council’s Telegram cha…
    Dubai taps Crypto.com to enable crypto payments for govt services
    The government of Dubai has signed an agreement with crypto exchange Crypto.com to launch crypto payments for government services.  The agreement, formalized during the Dubai fintech Summit on May 12, is part of Dubai’s cashless strategy, which hopes to foster the city’s transition to “a fully digital, cashless society,” by introducing “a new digital payment channel across its official platforms,” the Dubai Department of Finance (DOF) said on May 12. Once the service goes live, individuals and business customers of government entities can pay service fees with crypto through Crypto.com’s digital wallets. The payments will be converted into dirhams and transferred to DOF accounts, according to the DOF. Amna Mohammed Lootah, director of digital payment systems regulation, stated that Dubai’s…
    Hodl my beer: Businesses are the biggest Bitcoin buyers this year
    Corporations and businesses are the largest net buyers of Bitcoin so far this year, outpacing exchange-traded funds and retail investors, according to new research.  Firms such as Michael Saylor’s Strategy have bought more Bitcoin (BTC) this year than any other category of investor, with overall corporate holdings growth totalling 157,000 BTC, worth around $16 billion at current prices, according to Bitcoin investment firm River.  Strategy makes up 77% of the group's growth, the firm reported on X on May 12, before adding that it's not just big companies. “We’re seeing businesses across all industries sign up to River. They’re aligned with Bitcoin and how it can change their future,” the firm noted.   The next largest category after corporations was ETFs, which have grown their net Bitcoin…
    ZKsync X hacker posts false SEC probe in apparent effort to crash token
    The X account of the Ethereum layer 2 network ZKsync and its developer Matter Labs were compromised early on May 13, with hackers falsely claiming the network was being probed by US authorities, among other scam messages. A ZKsync-related X account posted on May 13, confirming the accounts for ZKsync and Matter Labs were compromised, warning users not to interact after the accounts shared links to a fake airdrop in an apparent phishing scam. Other X users had warned the ZKsync X account was compromised. Source: pseudo The hacked ZKsync and Matter Labs then both posted a fake statement claiming ZKsync was under investigation by the US Securities and Exchange Commission and that the Treasury Department could impose sanctions on the platform. Matter Labs communications head Lynnette Nolan co…
    Anchorage Digital buys Mountain Protocol, USDM stablecoin winds down
    Crypto bank Anchorage Digital has expanded its stablecoin offerings with the acquisition of Mountain Protocol, a stablecoin issuer that says it will begin winding down its main stablecoin, Mountain USD (USDM). The acquisition, which is subject to customary closing conditions and regulatory approval, will integrate the Mountain Protocol team, tech stack and licensing framework into Anchorage’s existing offerings, Anchorage said in a May 12 statement. While terms of the deal weren’t disclosed, it reflects an accelerating number of acquisitions between crypto and TradFi firms in recent months. Explaining the acquisition, Anchorage CEO Nathan McCauley said stablecoins are becoming the backbone of the crypto economy, while anticipating that “every business” will eventually use stablecoins as pa…
    Dogecoin traders predict 180% DOGE price rally if Bitcoin gains continue
    Key Takeaways: Dogecoin's 38% surge reflects strong market demand, with spot-buyer volumes taking charge since March. A bullish MACD crossover has traders predicting a 180% rally, with targets at $0.65 and $1. Dogecoin's (DOGE) price rallied in lockstep with Ethereum over the past 7 days, gaining 38% in May, which is its strongest monthly performance this year. According to CoinGecko, DOGE recorded $4.7 billion in trading volume over the past 24 hours, ranking fifth among the top cryptocurrencies (excluding stablecoins).  The memecoin’s market strength has been coupled with strong onchain insights. Data from CryptoQuant noted that DOGE’s spot taker 90-day cumulative volume delta (CVD), which measures the net difference between buying and selling volume over 90 days, has been "taker bu…
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    Notion bets big on integrated LLMs, adds GPT-4.1 and Claude 3.7 to platform
    Notion used OpenAI's GPT-4.1 and Anthropic's Claude 3.7 for its new AI features for enterprises, moving away from reasoning models.  ( 7 min )
    What your tools miss at 2:13 AM: How gen AI attack chains exploit telemetry lag – Part 2
    Explore a strategic 2025 roadmap for cybersecurity leaders to tackle GenAI, insider risks, and team burnout with actionable guidance.  ( 10 min )
    AI power rankings upended: OpenAI, Google rise as Anthropic falls, Poe report finds
    New Poe data reveals major shifts in AI market share as OpenAI and Google gain ground while specialized reasoning models surge to 10% of usage in 2025.  ( 10 min )
    SimilarWeb’s new AI usage report reveals 5 surprising findings, including explosive growth in coding tools
    The signs point to early-stage AI disruption beginning to erode the utility of some legacy platforms. It also offers a hint to enterprises...  ( 7 min )
    The interoperability breakthrough: How MCP is becoming enterprise AI’s universal language
    Just a few months after it's release, MCP adoption is growing. VentureBeat spoke to some enterprises asking why MCP is winning the standards race.  ( 7 min )
    Guardian agents: New approach could reduce AI hallucinations to below 1%
    There are lots of ways to detect AI hallucination, new guardian agent model promises to correct them.  ( 8 min )
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    Cantor Equity Partners Discloses $458M Bitcoin Acquisition
    The bitcoin treasury company made the purchase via Tether at an average price of $95,320 per BTC.  ( 24 min )
    Bitcoin Eyes $105K as Coinbase Surges 24%; Rally Has More Room, Says Analyst
    The crypto rally has more room to run, but a short-term pullback is likely before new all-time highs, analysts said.  ( 27 min )
    DeFi Savings Protocol Sky Slumps to $5M Loss as USDS Interest Payments Wipe Out Profit
    The first-quarter loss is a stark turnaround from the previous quarter, when Sky registered a $31 million profit.  ( 27 min )
    Crypto and Stock Trading Platform EToro IPO Pricing Looking Strong: Bloomberg
    The offering is expected to price after the close of U.S. markets on Tuesday.  ( 24 min )
    Gibraltar to Establish Crypto Derivatives Clearing, Settlement Rules to Enhance Market Integrity
    The government has built a regulatory framework for clearing and settlement together with crypto exchange Bullish.  ( 23 min )
    Morgan Stanley Crypto Chief Exits to Launch DeFi Fund in Switzerland: Bloomberg
    Andrew Peel plans to start fundraising for the new venture soon, according to the story.  ( 24 min )
    Bitcoin Will Replace U.S. Dollar In 10 Years, Says Billionaire VC Tim Draper
    Bitcoin will go to “infinity against the dollar because there won’t be a dollar,” AI and genetics will help humans communicate with animals, he told CoinDesk.  ( 29 min )
    Wyoming Taps Inca Digital to Secure First State-Issued Stablecoin Ahead of July Launch
    The stable token is expected to fully launch by July.  ( 25 min )
    Coinbase Shares Could See $16B of Buying Pressure From S&P 500 Index Inclusion: Bernstein
    The exchange is the first and only crypto company to join the S&P 500 index.  ( 24 min )
    XRP Prices Could Blast Higher to $3.40 as Major Bearish Pattern Fails
    AI-assisted technical analysis data suggests prices could reach $2.85 in just over two weeks.  ( 25 min )
    VeChain’s Sunny Lu Wants to Tokenize Sustainable 'Human Behavior' Like Driving a Tesla
    At Consensus Toronto, VeChain is debuting new infrastructure that combines RWAs, AI agents, and NFT staking to make crypto usable by everyone.  ( 27 min )
    From Early Michael Saylor Bet to Billions in Deals: How Jefferies Became a Crypto Powerhouse
    The firm has advised on 120 transactions with over $150 billion of deal value across fintech, market structure, and exchanges since 2015.  ( 28 min )
    CoinDesk 20 Performance Update: Ethereum (ETH) Gains 2.6%, Leading Index Higher
    Ripple (XRP) joined Ethereum (ETH) as a top performer, rising 2%.  ( 21 min )
    Asset Manager VanEck Joins Tokenization Race With U.S. Treasury Fund Token
    The tokenized U.S. Treasury fund was developed with tokenization firm Securitize and has launched on the Avalanche, BNB Chain, Ethereum and Solana networks.  ( 26 min )
    UK's First FCA-Regulated Crypto Derivatives Trading Venue GFO-X Debuts in London
    The new platform executed its first trade on Tuesday between financial institutions Virtu Financial and IMC .  ( 23 min )
    U.S. CPI Rose Less Than Expected 0.2% in April; Annual Pace Slips to Four-Year Low
    The headline year-over-year pace edged down to 2.3% and the core rate was flat at 2.8%.  ( 25 min )
    Dubai Government Opens Door to Accepting Crypto for Service Fees
    The deal with Crypto.com will allow residents and businesses to pay fees using crypto wallets while the government receives dirhams.  ( 24 min )
    Robinhood Enters Canada by Taking Over Crypto Exchange WonderFi for $179M
    WonderFi's platforms, Bitbuy and Coinsquare, bolster Robinhood's international expansion efforts in the crypto market.  ( 24 min )
    Crypto Daybook Americas: Bitcoin Traders Look to CPI as BONK Cheers Memecoin Issuance
    Your day-ahead look for May 13, 2025  ( 37 min )
    Cardano to Directly Feature Blockchain and Assets on Brave Browser
    The browser's native wallet will expand to support ADA, governance features and Cardano-based tokens.  ( 25 min )
    Animoca Brands Plans U.S. Listing to Capture 'Unique Moment' of Trump Administration: FT
    An announcement on plans to list in New York is expected soon, executive chairman Yat Siu said in an interview.  ( 24 min )
    Donald Trump Jr. Squashes Rumors of ‘Truth Social’ Memecoin
    Any claims or attempts of a Truth Social token are by "scammers," the younger Trump said in an X post.  ( 25 min )
    Pump.fun Launches Revenue Sharing for Coin Creators in Push to Incentivize Long-Term Activity
    Creators will now earn 0.05% of trading volume in SOL from PumpSwap trades, shifting incentives away from early dumps and toward sustainable growth.  ( 27 min )
    Bitcoin Crossing $2T in Market Cap Triggers Wave of New Buyers, but Key Players Tread Cautiously, Onchain Data Show
    While first-time buyers show strong interest, momentum buyers remain weak, suggesting potential price consolidation.  ( 25 min )
    Bitcoin Drop Causes $500M Long Liquidations as Dogecoin, ADA Slide 7%
    Monday gains were lost in the U.S. session as the U.S. and China reached a temporary truce in their trade war.  ( 26 min )
    What to Expect at Consensus 2025
    CoinDesk’s annual event kicks off this Wednesday in Toronto.  ( 24 min )
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    Top Ways Hackers Exploit Web Applications (and How to Prevent Them)
    Every website that takes user input is a potential target for an attacker. You might think your app is too small or too new to get noticed, but attackers use tools to scan the web for common security mistakes. If your site is online and has a login f...  ( 7 min )
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    The Download: CRISPR in court, and the police’s ban-skirting AI
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. A US court just put ownership of CRISPR back in play The CRISPR patents are back in play. Yesterday, the US Court of Appeals for the Federal Circuit said scientists Jennifer Doudna and…  ( 22 min )
    Police tech can sidestep facial recognition bans now
    Six months ago I attended the largest gathering of chiefs of police in the US to see how they’re using AI. I found some big developments, like officers getting AI to write their police reports. Today, I published a new story that shows just how far AI for police has developed since then.  It’s about…  ( 21 min )
    A US court just put ownership of CRISPR back in play
    The CRISPR patents are back in play. On Monday, the US Court of Appeals for the Federal Circuit said scientists Jennifer Doudna and Emmanuelle Charpentier will get another chance to show they ought to own the key patents on what many consider the defining biotechnology invention of the 21st century. The pair shared a 2020…  ( 20 min )
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    Malaysia Sees A 3,400% Increase In GPU Imports This Year
    3,400%. That’s how much the GPU importation volume has increased in Malaysia since 2023, with US$6.45 billion (~RM27.86 billion) worth of GPUs having been imported into our country since the start of this year, and we haven’t even entered into the month of July. According to X user Kakashii, the month of April saw Malaysia’s […] The post Malaysia Sees A 3,400% Increase In GPU Imports This Year appeared first on Lowyat.NET.  ( 16 min )
    GAC M8 PHEV MPV Is Open For Booking
    The GAC M8 plug-in hybrid made its first public appearance at the ongoing Malaysia Auto Show (MAS 2025) after it was previewed at the end of last year. Currently, the plug-in hybrid (PHEV) MPV is open for booking and will be launched with an estimated starting price of RM333,000. The GAC M8 comes in two […] The post GAC M8 PHEV MPV Is Open For Booking appeared first on Lowyat.NET.  ( 17 min )
    Samsung Galaxy Z Flip7 All-Screen Cover Shown In One UI 8 Leak
    Back in March, a rumour that the Samsung Galaxy Z Flip7 will feature a larger cover display compared to its predecessors. Now, this rumour may hold water as a recent One UI 8 leak shows an edge-to-edge cover display for the upcoming foldable. According to Android Authority, animation files found within leaked One UI 8 […] The post Samsung Galaxy Z Flip7 All-Screen Cover Shown In One UI 8 Leak appeared first on Lowyat.NET.  ( 16 min )
    Samsung May Replace Galaxy S26 Plus With Edge Model
    In the midst of its launch of the Galaxy S25 Edge, Samsung is apparently already in the early stages of the development of the Galaxy S26 lineup. One of the suspected strategies of the upcoming phone series has been revealed, which involves the Edge variant. According to recent reports, the brand might be replacing its […] The post Samsung May Replace Galaxy S26 Plus With Edge Model appeared first on Lowyat.NET.  ( 16 min )
    Alcatel Teases Smartphone Featuring A Stylus; Called V3 Ultra
    We haven’t heard the name Alcatel in awhile, especially in the context of smartphones. But it looks like the brand may be making a comeback in said market, what with an executive showing off the retail box of what looks to be an upcoming phone under the brand. The name of the device, as written […] The post Alcatel Teases Smartphone Featuring A Stylus; Called V3 Ultra appeared first on Lowyat.NET.  ( 16 min )
    MCMC Removes Over 40,000 Fake, Scam Content Online
    The Ministry of Communications, through the Malaysian Communications and Multimedia Commission (MCMC) has reportedly removed 10,493 pieces of fake content, and 30,427 scam-related items from online platforms. The removal of these nefarious content took place from between January this year, until 15 April. Teo Nie Ching, the Deputy Communications Minister, stated that the statistics show […] The post MCMC Removes Over 40,000 Fake, Scam Content Online appeared first on Lowyat.NET.  ( 15 min )
    TNB: Crypto-Related Electricity Theft Records 300% Rise
    Electricity theft cases related to illegal cryptocurrency mining operations have surged by nearly 300%, according to Tenaga Nasional Berhad (TNB). In a recent statement to The Star, the national utility provider revealed that the number of power theft cases linked to cryptocurrency mining jumped from 610 cases in 2018 to 2,397 in 2024.  The cases […] The post TNB: Crypto-Related Electricity Theft Records 300% Rise appeared first on Lowyat.NET.  ( 16 min )
    Kineta, Charge+ Form Partnership To Expand EV Charging Ecosystem
    Electric vehicle (EV) sales in Malaysia are projected to triple by 2030, making it crucial to ensure the availability of sufficient charging infrastructure to support a smooth transition for consumers. With this in mind, Kineta Sdn Bhd and Charge+ announced a strategic partnership last week at the ongoing Malaysia Auto Show (MAS 2025). With the […] The post Kineta, Charge+ Form Partnership To Expand EV Charging Ecosystem appeared first on Lowyat.NET.  ( 16 min )
    Samsung Launches Odyssey OLED G6 Gaming Monitor
    Samsung recently announced the Odyssey OLED G6, a gaming monitor that it is touting as the world’s first OLED gaming monitor with a 500Hz refresh rate. “Samsung continues to lead the gaming monitor industry with breakthrough innovations that redefine how games are experienced,” said Hoon Chung, Executive Vice President of Visual Display (VD) Business at […] The post Samsung Launches Odyssey OLED G6 Gaming Monitor appeared first on Lowyat.NET.  ( 16 min )
    ShopeePay Introduces Zurich Travel Takaful
    ShopeePay and Zurich General Takaful have partnered to introduce Zurich Travel Takaful, a Shariah-compliant travel protection plan. The travel plan was conceived to meet a growing demand for Shariah-compliant protections, and caters to both short-term and frequent travellers, offering plans for single and annual trips. Zurich Travel Takaful starts from RM3 per day for domestic […] The post ShopeePay Introduces Zurich Travel Takaful appeared first on Lowyat.NET.  ( 15 min )
    OPPO Pad SE To Launch In Malaysia On 15 May
    Having appeared in the SIRIM database previously, it’s probably no surprise that the OPPO Pad SE will be getting an official launch locally. Since then, the company has announced a date on which that will happen, as well as confirm one item in its spec sheet that was previously leaked. The launch date for the […] The post OPPO Pad SE To Launch In Malaysia On 15 May appeared first on Lowyat.NET.  ( 16 min )
    vivo V50 Lite 5G Review: A Little More Style Than Substance
    The V50 Lite is vivo’s latest addition to its mid-range V series, having been launched at the end of last month. It’s meant to be a stripped-down version of the V50 that comes at a more affordable price, with variants ranging from RM1,299 to RM1,699. The review model has a 12GB + 256GB storage configuration […] The post vivo V50 Lite 5G Review: A Little More Style Than Substance appeared first on Lowyat.NET.  ( 23 min )
    Sony Officially Announces The Xperia 1 VII
    Sony has ended its silence and officially announced the Xperia 1 VII. The phone is the direct successor of the Xperia 1 VI we reviewed last year and features some year-on-year update to its hardware. Starting with the internal specs, the Xperia 1 VII is powered by the Qualcomm Snapdragon 8 Elite SoC, has 12GB […] The post Sony Officially Announces The Xperia 1 VII appeared first on Lowyat.NET.  ( 15 min )
    HONOR Magic V5 Specs Leak, May Pack 5,950mAh Battery
    HONOR will apparently be releasing its Magic V5, as reported by leakster @ZionsAnvin via X. As per his post, the phone has received a Ministry of Industry and Information Technology (MIIT) certification in China under the model number MBH-AN10, as well as a China Compulsory Certification (3C). The phone’s listings indicate a battery with a […] The post HONOR Magic V5 Specs Leak, May Pack 5,950mAh Battery appeared first on Lowyat.NET.  ( 16 min )
    Perodua Assures Safety Is A Top Priority In Its EV Development
    Perodua assures the public that safety remains its top priority in the development of its first EV. Its president and Chief Executive Officer, Datuk Seri Zainal Abidin Ahmad, emphasised that safety is being prioritised at every stage of the process — from the vehicle itself to factory operations and worker welfare. While many people are […] The post Perodua Assures Safety Is A Top Priority In Its EV Development appeared first on Lowyat.NET.  ( 16 min )
    Samsung Galaxy S25 Edge Now Official In Some Markets; Malaysia Excluded
    After its first teaser at the end of the Galaxy S25 series, Samsung dropped the first official teaser for the Galaxy S25 Edge. Leaks have gone out the wazoo since, but that has come to an end as the official launch is now behind is. With that, the South Korean tech giant also confirmed its […] The post Samsung Galaxy S25 Edge Now Official In Some Markets; Malaysia Excluded appeared first on Lowyat.NET.  ( 16 min )
    Apple Reportedly Considering Hiking Prices For Upcoming iPhone 17 Series
    Apple is reportedly considering raising prices for its upcoming iPhone 17 lineup, but is taking steps to avoid associating the move with escalating US tariffs on Chinese imports. Citing sources familiar with the matter, the Wall Street Journal reports that the company is aiming to justify the potential increase by introducing new features, including a […] The post Apple Reportedly Considering Hiking Prices For Upcoming iPhone 17 Series appeared first on Lowyat.NET.  ( 16 min )
    Apple Pay Support Arrives To PlayStation 5
    Sony has recently introduced Apple Pay support to its PlayStation 5 console. First spotted by 9to5Mac, this addition allows users to buy games, downloadable content (DLC), and other items with the payment option via the PlayStation Store. During the checkout process on the PS5, choosing the Apple Pay option will generate a unique code on […] The post Apple Pay Support Arrives To PlayStation 5 appeared first on Lowyat.NET.  ( 15 min )
    US, China Reduce Tariffs For 90 Days
    The US and China have reached a mutual agreement to reduce tariffs by 115% for 90 days as the two countries continue to negotiate a long-term deal. The deal was made over the weekend in Geneva and will see the US lowering additional tariffs on Chinese goods from 145% to 30%, while China will lower […] The post US, China Reduce Tariffs For 90 Days appeared first on Lowyat.NET.  ( 16 min )

  • Open

    Curve Finance warns its DNS has been hijacked again
    Update May 13, 12:33 am UTC: This article has been updated to include more information from Curve Finance. Decentralized finance (DeFi) protocol Curve Finance has warned that a hacker has again hijacked its domain name system (DNS), sending users to a malicious website.   In the second attack on its infrastructure in a week, the “curve.fi DNS might be hijacked. Don’t interact!” the team said in a May 12 warning to X. In a follow-up post to a user asking whether it was a hack or a hijack, the Curve Team said the website “Points to the wrong IP” when users try to visit. A DNS works like a directory that translates domain names into IP addresses.  Source: Curve Finance The team also said in another update that the “Password is secure,” its two-factor authentication was set up a “long time ag…
    DeFi lender Aave reaches $40B in value locked onchain
    Aave, a decentralized finance (DeFi) protocol, has reached a new record of funds onchain, according to data from DefiLlama. In an X post, Aave said it topped $40.3 billion in total value locked (TVL) on May 12. Onchain data reveals that Aave v3, the latest version of the protocol, has approximately $40 billion in TVL. Aave is a DeFi lending protocol that lets users borrow cryptocurrency by depositing other types of cryptocurrency as collateral. Meanwhile, lenders earn yield from borrowers.  “With these milestones, Aave is proving its dominance in the Lending Space,” DeFi analyst Jonaso said in a May 12 X post. TVL represents the total value of cryptocurrency deposited into a protocol’s smart contracts.  Aave v3’s TVL over time. Source: DeFiLlama Related: AAVE soars 13% as buyback proposal…
    Top TRUMP whales hold $174M in tokens ahead of dinner with US president
    The list of the top holders of US President Donald Trump’s memecoin has been finalized ahead of background checks to apply for a dinner and “VIP tour” with the president on May 22. In a May 12 X post, the TRUMP memecoin project said it would stop considering additional purchases for a dinner with the president, adding that the top tokenholders had been notified to apply for background checks if they wanted to attend. According to data provided on the project’s leaderboard, the top 220 wallets held more than 13.7 million tokens as of May 12, worth roughly $174 million at the time of publication. Top 10 TRUMP memecoin holders as of May 12. Source: TRUMP memecoin project It’s unclear who, if any, of the wallet holders will choose to apply for and attend the dinner with Trump, or the “exclusi…
    Coinbase stock surges as it’s set to join the S&P 500
    Coinbase Global (COIN) will join the Standard and Poor's 500 (S&P500) index fund on May 19, financial information services platform S&P Global said in a recent statement. The crypto exchange will replace Discover Financial Services (DFS), which was recently acquired by Capital One Financial Corp (COF), S&P Global said on May 12.S&P Global’s confirmation of Coinbase Global being inserted into the S&P 500. S&P Global The S&P 500 is a stock market index that tracks the performance of 500 of the largest, publicly traded companies in the US, representing a broad measure of the overall US stock market. Coinbase's inclusion in the S&P 500 should increase demand for its stock because index funds and exchange-traded funds that track the S&P 500 must buy COIN shares to mirror the index. COIN shares immediately rose 8.8% to $225.4 in after-hours trading following the announcement, Google Finance data shows. Related: $45 million stolen from Coinbase users in the last week — ZachXBT The crypto exchange joins Tesla and Block Inc. as the other large corporate Bitcoin holders currently in the index fund, which tracks an aggregate market cap of more than $49.8 trillion as of March 31. Source: Michael Saylor Magazine: Crypto wanted to overthrow banks, now it’s becoming them in stablecoin fight This is a developing story, and further information will be added as it becomes available.
    Bitcoin profit taking at $106K the first stop before new all-time BTC price highs
    Key Takeaways: Bitcoin exhibits a bearish breakout from an ascending channel, with the risk of profit-taking near $106,000. A lower-than-expected US Consumer Price Index (CPI) print could boost Bitcoin, but a higher CPI may increase bearish pressure, leading to a price drop below $100,000. Bitcoin (BTC) price reached an intraday high of $105,800 on May 12 but posted a 3% dip to $101,400 during the New York trading session. On the lower-time frame (LTF) chart, BTC oscillated between an ascending channel pattern before exhibiting a bearish breakout below the bottom range of the pattern. Bitcoin 1-hour chart. Source: Cointelegraph/TradingView With respect to BTC’s stalling bullish momentum, data analytics platform Alphractal noted that BTC re-testing nearing $106,000 resistance levels in…
    US prosecutors recommend 2 years for SEC hacker
    The US government has asked a federal judge to impose a two-year sentence for Eric Council Jr., the individual who helped post a fake message announcing the approval of Bitcoin exchange-traded funds through the Securities and Exchange Commission’s (SEC’s) X account. In a May 12 filing in the US District Court for the District of Columbia, prosecutors recommended Judge Amy Berman Jackson sentence Council to two years in prison for his role in posting a message to the social media platform X suggesting that the SEC had approved spot Bitcoin (BTC) exchange-traded funds (ETFs) for the first time in January 2024. The fake announcement, which shook markets in the roughly 24 hours before the regulator actually approved spot Bitcoin ETFs, led to the arrest of Council. “This case deserves a guideli…
    SEC Chair: Blockchain 'holds promise' of new kinds of market activity
    Blockchain technology could enable “a broad swath of novel use cases for securities” and foster “new kinds of market activities that many of the Commission’s legacy rules and regulations do not contemplate today,” Securities and Exchange Commission (SEC) Chairman Paul Atkins said. During his keynote address at the Commission’s May 12 roundtable on tokenization and digital assets, Atkins welcomed “a new day at the SEC,” adding that “policymaking will no longer result from ad hoc enforcement actions. Instead, the Commission will utilize its existing rulemaking, interpretive, and exemptive authorities to set fit-for-purpose standards for market participants.” Source: U.S. Securities and Exchange Commission A key priority will be to “develop a rational regulatory framework for crypto asset mar…
    Price predictions 5/12: SPX, DXY, BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI
    Key points: Bitcoin price saw profit booking near $105,819, signaling that bears remain active at higher levels. Select altcoins have continued to move higher, indicating increased investor interest.   The SPX and the DXY are playing catch-up to Bitcoin following the US-China trade deal. Bitcoin (BTC) has started the new week on a cautious note, falling below $103,000, but the S&P 500 Index (SPX) and the US Dollar Index (DXY) have risen sharply following the announcement of the US-China trade agreement. One of the reasons could be that other assets are trying to play catch up with Bitcoin, and the sharp rally in the US dollar may be acting as headwinds for Bitcoin in the near term. Bitwise European Head of Research André Dragosch said in a post on X that the firm’s proprietary indicato…
    NYC Mayor doubles down on crypto push ahead of city summit
    New York City Mayor Eric Adams announced partnerships between the city and financial firms as part of his crypto plans. In a May 12 press conference at Gracie Mansion, the the city’s official mayoral residence, Adams said June Ou, founder of financial services company Figure, and Richie Hecker, CEO of private equity firm Traction and Scale, would be assisting the city in its crypto efforts. He spoke of Ou and Hecker acting as advisers for New York City’s next steps in “economic development and opportunities to serve the public using digital assets.”  “We are focused on the long-term values of these technologies for our city and its people, not chasing memes or trends,” said Adams, adding: “If you’re in the crypto, blockchain, Web3 or the fintech space, New York City is open for business.” …
    Bitcoin price sells off after Trump’s US-China tariff deal — Here is why
    Key takeaways: Bitcoin lags as investors shift toward stocks after the US and China strike a deal that could end the current trade war. Macroeconomic conditions are swinging away from gold investing and back to stocks.  Bitcoin (BTC) reached its highest price in over three months at $105,720 on May 12, but was unable to maintain its bullish momentum. Interestingly, the drop to $102,000 came after a temporary easing in the US-China tariff conflict. This has left traders puzzled as to why Bitcoin reacted negatively to what seemed like positive developments. The 90-day truce reduced import tariffs, and US Treasury Secretary Scott Bessent noted that the agreement could be extended, provided there is a genuine effort and constructive dialogue. According to Yahoo Finance, the topics under dis…
    BlackRock flags quantum computing as risk for Bitcoin ETFs
    Emerging technologies, including quantum computing, could potentially render the cryptography securing Bitcoin and other blockchain networks ineffective, asset manager BlackRock said in a regulatory filing.  On May 9, BlackRock updated the registration statement for its iShares Bitcoin ETF (IBIT). The revised version addressed potential risks to the integrity of the Bitcoin network posed by quantum computing, the filing shows. “[I]f quantum computing technology is able to advance […] it could potentially undermine the viability of many of the cryptographic algorithms used across the world’s information technology infrastructure, including the cryptographic algorithms used for digital assets like bitcoin,” BlackRock said. It is the first time the asset manager has explicitly flagged this r…
    USDt market cap hits $150B for first time as Tether eyes US expansion
    Tether’s USDt (USDT) surpassed a $150 billion market capitalization for the first time on May 12, marking a new milestone amid growing stablecoin adoption. USDt’s circulating supply has expanded by over 36% in the past year, with growth accelerating in November following the election of US President Donald Trump. USDt’s market cap growth over the past year. Source: CoinMarketCap At its current supply, Tether accounts for 61% of the global stablecoin market, according to CoinMarketCap data. It’s followed by Circle’s USDC (USDC), which accounts for nearly 25% of the stablecoin market.  As the world’s largest stablecoin, Tether is widely viewed as a barometer for cryptocurrency demand, given its central role in providing liquidity and funding for crypto trading. Tether is part of a broader tr…
    Bitcoin short-term ‘technical sell-off’ under $100K possible ahead of May 13 CPI print
    Key takeaways: Possible de-risking ahead of the May 13 CPI print could be playing a role in today’s BTC price correction. Bitcoin market structure and qualitative fundamentals remain bullish, suggesting today’s correction could be short-lived. Bitcoin (BTC) price briefly stumbled on May 12, falling to $102,388 after hitting an intraday high at $105,819 during the US trading session. At first glance, the abrupt correction seemed unexpected given the positive news of the day. Since Sunday evening (May 11), mainstream media headlines have reported on the positive headway made in the US-China trade talks occurring in Switzerland, and throughout the evening, President Trump ran his victory lab via Truth Social posts heralding the positives of the deal.  BREAKING: U.S. Announces China Trad…
    US real estate asset manager launches $100M tokenized fund with institutional backing
    Patel Real Estate Holdings (PREH) has launched a $100 million tokenization fund on the Chintai blockchain, aiming to give accredited investors access to institutional-grade real estate opportunities. The new PREH Multifamily Fund is a tokenized investment vehicle focused on vintage Class A multifamily units across the top 20 US growth markets, the company told Cointelegraph on May 12. “The entire structure is digital-native from the start — compliant onboarding, reporting, capital calls, and (potential) secondary market transfers,” a PREH spokesperson said. The fund is part of a broader $750 million investment vehicle co-developed by PREH and several institutional firms, including Carlyle, DRA Advisors, Walton Street Capital, RPM and KKR. Initially, the company said that $25 million of the…
    Will Bitcoin hodlers be the reason more countries adopt wealth taxes?
    Opinion by: Robin Singh, CEO of Koinly Is there a catch for Bitcoin hodlers, with the asset’s price up over 600,000% since the beginning of 2013?  Perhaps — if governments keep waking up to Bitcoin’s value, the whole “you only pay tax when you sell” mantra could soon be a thing of the past. What if a wealth tax is the answer for revenue-hungry tax agencies with no time to lose? It’s a yearly tax on a person’s total net worth — cash, investments, property and other assets — minus any debts, applied whether or not those assets are sold or generating income. The idea is to boost public revenue and curb inequality, mainly by taxing the ultra-rich. A wealth tax takes a clip off what you own, not what you earn. Countries such as Belgium, Norway and Switzerland have had wealth taxes baked into th…
    Bitcoin all-time high cues come as US-China deal sends DXY to 1-month high
    Key points: Bitcoin seeks consolidation after rapid gains as stocks and the US dollar surge on US-China trade deal news. Nearby order book liquidity forms potential targets for traders, which now include $102,000. A classic moving average retest suggests that a new all-time high should result. Bitcoin (BTC) stuck to $104,000 at the May 12 Wall Street open as markets shifted on US-China trade deal news. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Bitcoin surfs US-China trade deal reactions Data from Cointelegraph Markets Pro and TradingView showed BTC/USD consolidating after hitting its highest levels since late January. The US and China agreed to slash reciprocal trade tariffs on the day, causing the S&P 500 and Nasdaq Composite Index to gain around 3%. US dollar strength a…
    Bitcoin all-time high cues come as US-China deal sends DXY to 1-month high
    Key points: Bitcoin seeks consolidation after rapid gains as stocks and the US dollar surge on US-China trade deal news. Nearby order book liquidity forms potential targets for traders, which now include $102,000. A classic moving average retest suggests that a new all-time high should result. Bitcoin (BTC) stuck to $104,000 at the May 12 Wall Street open as markets shifted on US-China trade deal news. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Bitcoin surfs US-China trade deal reactions Data from Cointelegraph Markets Pro and TradingView showed BTC/USD consolidating after hitting its highest levels since late January. The US and China agreed to slash reciprocal trade tariffs on the day, causing the S&P 500 and Nasdaq Composite Index to gain around 3%. US dollar strength a…
    Trump-linked miner American Bitcoin going public via Gryphon merger
    Bitcoin mining firm American Bitcoin is going public through a merger with crypto mining firm Gryphon Digital Mining, the companies announced on May 12. Under the terms of the deal, Gryphon Digital Mining will acquire American Bitcoin in a stock-for-stock transaction. After the merger, the new company will operate under the American Bitcoin brand and be led by its board of directors, which includes Eric Trump, son of US President Donald Trump. News of the merger coincided with a sharp rise in Graphon Digital Mining’s stock price, which climbed from $0.52 on May 9 to $2.15 at the time of writing, a gain of more than 313%, according to Google Finance. The announcement follows early April reports that American Bitcoin was considering an initial public offering (IPO). Gryphon Digital Mining s…
    Bitcoin, altcoins poised to rally on US-China tariff agreement
    A 90-day tariff agreement between the US and China may set the stage for a broader recovery of stock and cryptocurrency markets, as investors look ahead to a potential tax relief package. The White House announced on May 12 that the two countries will reduce their respective tariffs to 10% for an initial 90-day period beginning May 14 — a 24% cut from current levels. Speaking at a press conference in Geneva, US Treasury Secretary Scott Bessent said both governments are aligned on avoiding further economic decoupling. “The consensus from both delegations is neither side wants to be decoupled,” Bessent said. “What has occurred with these very high tariffs was an equivalent of an embargo, and neither side wants that. We do want trade. We want more balance in trade.” Joint statement on US-…
    Strategy added 13,390 Bitcoin for $1.34B as price topped $100K
    Michael Saylor’s Strategy purchased a fresh batch of Bitcoin as the cryptocurrency pushed above $100,000 last week. Strategy acquired 13,390 Bitcoin (BTC) for $1.34 billion between May 5 and May 11, the firm announced in its filing with the US Securities and Exchange Commission published on May 12. The acquisition has increased Strategy’s total Bitcoin holdings by 2.4% to a total of 568,840 BTC, acquired for approximately $39.4 billion at an average price of $69,287 per coin. An excerpt from the Form-8 by Strategy filed on May 12. Source: Strategy The newly announced purchases were made at an average price of $99,856 per BTC, with Bitcoin reclaiming the psychological mark of $100,000 on May 8. Strategy achieves Bitcoin yield target Following the acquisition, Strategy met its 2025 Bitcoin yield target, co-founder Michael Saylor said in a May 12 post on X. The purchase brought Strategy’s BTC yield — an indicator representing the percentage change of the ratio between its BTC holdings and assumed diluted shares — to 15.5%, Saylor said in a statement on X. Source: Michael Saylor As previously mentioned, Strategy seeks to maintain the Bitcoin yield target at 15% for the entire 2025 after posting a 74% BTC yield last year. Magazine: Adam Back says Bitcoin price cycle ’10x bigger’ but will still decisively break above $100K
    Nakamoto Holdings merges with KindlyMD to build Bitcoin treasury
    Healthcare services provider KindlyMD merged with Bitcoin-native holding company Nakamoto Holdings to build a BTC treasury. According to a May 12 announcement, Nakamoto Holdings — a new company founded by David Bailey, a crypto adviser to US President Donald Trump — plans to build the first global network of Bitcoin (BTC) treasury companies in partnership with BTC Inc. Bailey said: “Traditional finance and Bitcoin-native markets are converging. The securitization of Bitcoin will redraw the world’s economic map. We believe a future is coming where every balance sheet – public or private – holds Bitcoin.” Long-term, the firm’s plan includes developing an ecosystem of Bitcoin-native companies, including media, advisory and financial services, all aiming to accelerate Bitcoin adoption and utility. The company resulting from the new merger aims to accumulate Bitcoin and grow the BTC held per share. Related: Trump crypto adviser David Bailey raises $300M for Bitcoin investment firm Not the first kid on the block Much like Michael Saylor’s Strategy (formerly MicroStrategy), Nakamoto Holdings plans to leverage equity, debt and other offerings to achieve its objectives. The announcement promises that the company will provide “market exposure to Bitcoin within a compliant, transparent structure.” Bailey said that Nakamoto Holdings plans to “bring Bitcoin to the center of global capital markets” by integrating it into equity, debt, preferred shares and “new hybrid structures.” He added: “Our mission is simple: list these instruments on every major exchange in the world.” This is a developing story, and further information will be added as it becomes available. Magazine: Bitcoiners are ‘all in’ on Trump since Bitcoin ’24, but it’s getting risky
    DeGods NFT founder steps down as collection gains traction
    The creator of the non-fungible token (NFT) collection DeGods announced that he has stepped down as the CEO of the project amid an uptick in sales for the collection.  Rohun Vora, known online as “Frank DeGods” on X, said he has stepped down as the project’s CEO, concluding a three-year stint as the head of one of the most popular Solana-based NFT collections.  He named pseudonymous figures 0x_chill and Pastagotsauce as the new leaders of DeGods. “There are no investigations, because I have never done anything illegal. That’s the boring truth,” Vora wrote, addressing speculation about his departure.   The announcement came as the NFT collection started to gain traction on the Ethereum and Solana blockchains.  Source: Frankdegods DeGods’ sales are up 101% on Solana Data tracker CryptoSlam s…
    FTX EU creditors can now withdraw money from Backpack exchange
    Crypto exchange Backpack announced that customers of the defunct crypto exchange FTX EU can begin reclaiming their funds through its service. According to a May 12 X post, Backpack now allows FTX EU users who selected it as the redistribution platform to claim their euro balance. Users must first complete Know Your Customer (KYC) verification on the exchange before they can withdraw funds. Backpack’s support page also explains that the KYC details on the platform must match the ones provided to FTX EU: “If they do not, you will need to contact Backpack EU support at support@eu.backpack.exchange to update your Backpack EU account to reflect the same information used for your FTX EU claim. This ensures a smooth verification process and avoids delays in accessing your distribution.” Related: …
    Crypto speculation dominates $600B cross-border payments: BIS report
    Hundreds of billions of dollars in cross-border cryptocurrency payments flow globally, driven primarily by speculative investment, according to a recent report by the Bank for International Settlements (BIS). The BIS study, published May 8, found cross-border payments using the two largest cryptocurrencies, Bitcoin (BTC) and Ether (ETH), and the two largest stablecoins, USDt (USDT) and USDC (USDC), totaled about $600 billion during the second quarter of 2024, the final observation period covered by the analysis. “Our findings highlight speculative motives and global funding conditions as key drivers of native crypto asset flows,” the BIS said. Cross-border crypto asset flows by quarter. Source: BIS Still, the report noted that stablecoins and low-value Bitcoin transactions are frequently d…
    What is RISC-V, and why does Vitalik Buterin want it for Ethereum smart contracts?
    What is RISC-V? RISC-V, pronounced “risk five,” is a modern open-source instruction set architecture (ISA) based on reduced instruction set computer (RISC) principles. In simple terms, it’s like a blueprint that defines a set of instructions that a processor can execute. RISC-V is designed to be highly modular, efficient and flexible. Originally developed by the University of California in 2010, the open-source framework gives developers the flexibility to tailor its functionality and use cases, plus offers cost savings compared to proprietary ISAs like ARM or x86. This offers a wide range of uses, from supercomputers to smartphones and now blockchains like Ethereum. On April 20, 2025, Ethereum co-founder Vitalik Buterin unveiled a “radical” new sc…
    US crypto ETFs smash new record amid 4-week inflow streak
    Cryptocurrency investment products continued receiving healthy inflows last week, attracting $882 million as global crypto funds approached all-time high asset levels. Global crypto exchange-traded products (ETPs) recorded $6.3 billion of inflows in the past four weeks, accounting for 93% of total inflows year-to-date (YTD), according to data from European crypto investment firm CoinShares. Total YTD inflows now stand at $6.7 billion, closing in on the record $7.3 billion posted in early February, according to CoinShares’ head of research James Butterfill. Weekly crypto ETP inflows since late 2024. Source: CoinShares Amid strong investor demand, crypto exchange-traded funds (ETFs) in the United States reached a record $62.9 billion in cumulative net inflows since launch in January 2024, su…
    BTC bulls get 'biggest signal' — 5 Things to know in Bitcoin this week
    Bitcoin (BTC) launches into US CPI week with new multimonth highs as traders dig in for volatility. BTC price action is giving increasingly bullish signals, joined by a key cross on the weekly MACD indicator. The weekly close fell just short of expectations, raising doubts over whether price discovery will return in the immediate future. CPI and PPI headline the week’s US macro data drops, but markets are all about the US-China trade deal and its implications. Bitcoin supply in loss drops below 2% in a rare test of hodlers’ staying power. Despite the gains, crypto market sentiment remains cool amid a lack of mainstream interest. Bitcoin MACD cross copies October 2024 Bitcoin managed to preserve its highest levels since January around the weekly close as bulls battle resistance belo…
    Ethereum flips Coca-Cola and Alibaba as ETH gains 42% in 5 days
    Ether’s market capitalization surged 42% in five days following the successful launch of Ethereum’s Pectra upgrade on its mainnet.  On May 12, the company data tracker 8marketcap showed that Ether (ETH) surpassing Coca-Cola and Alibaba, ranking as the world’s 39th-largest asset by market capitalization. At publication time, ETH was trading at approximately $2,550, with a market cap exceeding $308 billion.  By comparison, Coca-Cola stock trades at around $70, giving it a market cap of $303.53 billion. Alibaba stock trades at about $125, with a market capitalization of $303.72 billion.  ETH’s recent price action comes on the heels of a network upgrade that improves the storage of layer-2 scaling data, validator user experience and smart account wallet user experience features.  Ether surpass…
    What is social engineering in crypto (and how to protect yourself)?
    Social engineering in crypto, explained In the world of cryptocurrency, security goes beyond just protecting your wallet with a password or private key. One of the most deceptive and increasingly dangerous threats to crypto users today is social engineering. While you might think of cyberattacks as highly technical affairs, social engineering manipulates the most vulnerable aspect of security: human nature.  At its core, social engineering refers to the act of manipulating people into divulging confidential information or granting unauthorized access to systems.  Unlike traditional hacking, which typically exploits technological vulnerabilities, social engineering targets the human element. Attackers rely on deception, psychological manipulation an…
    Crypto custodian BitGo secures MiCA license in Germany
    Goldman Sachs-backed cryptocurrency custody firm BitGo is the latest cryptocurrency company to secure regulatory approval to operate across the European Union. Germany’s financial regulator, the Federal Financial Supervisory Authority (BaFin), granted BitGo Europe a Markets in Crypto-Assets Regulation (MiCA) license to provide digital asset services in the EU, the firm announced on May 12. The license allows BitGo to offer services to crypto-native firms and traditional finance institutions, including banks and asset managers within the EU. Source: BitGo “This license underscores our commitment to the highest standards of security, transparency, and trust,” BitGo Europe managing director Harald Patt said. BitGo set up the EU headquarters in 2023 Founded in 2013 in Palo Alto, California, Bi…
    Bitcoin set for $150K BTC price rally as US, China agree to slash tariffs
    Key takeaways: Bitcoin broke above $105,700 after the US and China agreed to slash tariffs. A confirmed bull flag breakout on the weekly chart projects a $150,000. Bitwise's sentiment index warns of potential short-term overheating. Bitcoin (BTC) bulls cheered a major development in the ongoing US-China tariff talks, with the cryptocurrency climbing over the $105,700 mark on May 12 for the first time in four months, further confirming a bullish continuation setup with a $150,000 price target. BTC/USD weekly price chart. Source: TradingView US-China trade truce fuels Bitcoin boom The catalyst behind Bitcoin’s breakout appears to be de-escalating trade tensions between the US and China. Over the weekend, US Treasury Secretary Scott Bessent and Chinese Vice President He Lifeng struck a d…
    Can you stake Bitcoin (BTC)? Here’s what you need to know
    Key takeaways Though Bitcoin doesn’t support native staking, holders can earn yield through centralized lending platforms, Wrapped Bitcoin (WBTC) on Ethereum, and Bitcoin-related networks like Babylon and Stacks. WBTC allows BTC holders to participate in lending, liquidity pools and yield farming on Ethereum-based DeFi platforms like Aave and Curve but introduces bridge and smart contract risks. Protocols like Babylon and Stacks use mechanisms like native time-locked scripts or stacking to offer rewards without removing BTC from the Bitcoin blockchain. Custodial, smart contract and regulatory risks persist. Bitcoin’s community also remains divided on whether Bitcoin yield generation features align with its decentralized and trust-minimized ethos. Unlike proof-of-stake (PoS) blockchain…
    Feds deny late disclosure of evidence in Samourai Wallet case
    US federal prosecutors have rebutted claims they suppressed evidence in their case against the co-founders of the crypto mixing service Samourai Wallet, arguing their disclosure of a conversation with Treasury Department staff was made within the required timeframes.  In a May 9 letter to a Manhattan federal court, prosecutors opposed a request for a hearing, claiming they handed over “all known substantive communications” between them and the Treasury’s Financial Crimes Enforcement Network (FinCEN) regarding Samourai “months in advance of pretrial motions and trial.” “The defendants will have seven months to make use of the information before trial,” they wrote. “Nothing more is warranted.” On May 5, Samourai co-founders Keonne Rodriguez and William Hill asked the court for a hearing, cla…
    Uniswap becomes first DEX to hit $3T in all-time volume
    Decentralized exchange Uniswap has hit a whopping $3 trillion in aggregate all-time volume, the first decentralized exchange to hit the number.  Uniswap founder Hayden Adams noted the achievement in an X post on May 12, which included a screenshot of a Dune Analytics dashboard counting down to the milestone.  Uniswap also has a current daily volume of $3.3 billion, according to Dune. DeFillama meanwhile shows Uniswap is the leading DEX with a 23% market share in daily volumes, which it reports as slightly lower at $3 billion over the past 24 hours.  The second-largest DEX in volume is PancakeSwap, with $2.7 billion and a 21% DEX market share.  Uniswap has a current total value locked of just under $5 billion. However, this figure is around half of its 2021 all-time high, as overall DeFi to…
    DeFi lending TVL is outpacing DEXs due to more sustainable yield — VC
    Crypto users could be looking for a more sustainable yield this cycle, as total value locked in decentralized finance (DeFi) lending continues to hit new highs while decentralized exchanges (DEXs) have lagged in comparison. DeFi lending protocols are currently the leading DeFi vertical in TVL at $53.6 billion, representing 43% of the $124.6 billion locked across all DeFi protocols. The figure also surpasses liquid staking. Multichain lending protocol Aave currently holds $25 billion of locked value, accounting for nearly half of the DeFi lending market. Change in crypto lending protocol TVL since 2019. Source: DeFiLlama In stark contrast, DEXs, which once held nearly double the TVL of their closest competitor, have dropped from $85.3 billion in November 2021 to $21.5 billion today. Explain…
    Teens kidnap Las Vegas man at gunpoint, stealing $4M in crypto
    Three teenagers have been accused of kidnapping a man at gunpoint after he was returning from a crypto event in Las Vegas, before driving him an hour outside of the city and robbing him of $4 million in crypto and non-fungible tokens. According to police, the incident occurred last November. The victim had finished hosting a crypto-related event in downtown Las Vegas, and when he returned home, the suspects forced him into a vehicle and drove him to a remote desert area an hour away from the city.  There, they forced him to hand over passwords to his accounts, according to a May 10 report from Las Vegas local news outlet 8 News Now.  The man was allegedly told to comply with the teens’ demands if he wanted to “live to see another day,” and because they also “had his dad and would kill him,…
    Metaplanet now holds more Bitcoin than El Salvador
    Japanese investment firm Metaplanet has added another $129 million to its Bitcoin treasury, pushing its total holdings past the Bitcoin-stacking country of El Salvador.  “Metaplanet now holds more Bitcoin than El Salvador. From humble beginnings to rivaling nation-states, we’re just getting started,” said CEO Simon Gerovich on X after the latest purchase announcement.  On May 12, the Tokyo-listed firm announced that it had acquired 1,241 Bitcoin (BTC) for 14.8 million yen ($101,843) per coin. The total buy, at its highest ever purchase price, is worth around $129 million at current market prices.  This brings the firm’s total holdings to 6,796 Bitcoin, currently worth around $707 million, and the average purchase price is $91,000 per Bitcoin. Metaplanet started its BTC accumulation strateg…
    Trump’s US-China trade deal could shed light on Bitcoin’s use case
    Bitcoin’s potential price reaction to a trade deal between the United States and China could give insights into whether Bitcoin is being used as a safe-haven asset in the current market. Bitcoin (BTC) outperformed stocks and held up “incredibly strong” during a sharp sell-off on stock markets in April, following Donald Trump’s announcement of tariffs on “Liberation Day,” observed crypto trader “Daan Crypto” on May 11. Following its plunge to $75,000 on April 7, Bitcoin recovered strongly to trade 27% higher at around $95,000 by the end of the month. Meanwhile, indexes like the S&P 500 and Nasdaq declined in April.  At the time, people wondered if Bitcoin’s relative strength came from the narrative that countries were using Bitcoin to bypass tariffs. The analyst said the opposite should th…
    Stablecoin bill gets second chance with Northern Mariana lawmakers
    Tinian, a small island in the US territory of the Northern Mariana Islands, could get a second chance at launching a stablecoin after the territory’s Senate voted to override the governor’s earlier veto of its stablecoin bill. On May 9, the Northern Mariana Islands Senate voted 7-1 to override Governor Arnold Palacios' April 11 veto of the bill, which would allow the Tinian local government to issue licenses to internet casinos and includes a provision for the Tinian treasurer to issue, manage and redeem a “Tinian Stable Token.”  The bill will now head to the 20-member Northern Mariana Islands House, which will need a two-thirds majority vote to override the veto and pass the bill into law. If the House is quick to pass the bill, the Tinian government could be in the lead for the first US …
    ‘Dark stablecoins’ could emerge as regulations tighten
    Censorship-resistant “dark stablecoins” could come in increasing demand as governments tighten their oversight of the industry.  Stablecoins have been used for various groups to store assets due to a lack of government interference; however, with regulations pending, that could soon change, Ki Young Ju, CEO of crypto analytics firm CryptoQuant, said in a May 11 X post. “Soon, any stablecoin issued by a country could face strict govt regulation, similar to traditional banks. Transfers might automatically trigger tax collection through smart contracts, and wallets could be frozen or require paperwork based on government rules,” he said. “People who used stablecoins for big international transfers might start looking for censorship-resistant dark stablecoins instead.” On the heels of US Presi…
    Ledger secures Discord after hacker bot tried to steal seed phrases
    Hardware wallet provider Ledger has confirmed its Discord server is secure again after an attacker compromised a moderator’s account to post scam links on May 11 to trick users into revealing their seed phrases on a third-party website. “One of our contracted moderators had their account compromised, which allowed a malicious bot to post scam links in one channel,” Ledger team member Quintin Boatwright wrote on the Ledger Discord server.  “The issue was quickly contained: the compromised account was removed, the bot was deleted, the website was reported, and all relevant permissions were reviewed and secured.” Some members in Ledger’s Discord channel claimed the attacker abused moderator privileges to ban and mute them as they tried to report the breach, possibly slowing Ledger’s reaction.…
  • Open

    Sakana introduces new AI architecture, ‘Continuous Thought Machines’ to make models reason with less guidance — like human brains
    While the CTM shows strong promise, it is still primarily a research architecture and is not yet production-ready out of the box.  ( 9 min )
    OpenAI just fixed ChatGPT’s most annoying business problem: meet the PDF export that changes everything
    OpenAI has added a powerful PDF export feature to its Deep Research tool, signaling a major push into enterprise AI and transforming how businesses generate and share insights.  ( 9 min )
    New fully open source vision encoder OpenVision arrives to improve on OpenAI’s Clip, Google’s SigLIP
    A vision encoder is a necessary component for allowing many leading LLMs to be able to work with images uploaded by users.  ( 9 min )
    Glass Imaging raises $20M to use AI to improve digital image quality
    Glass Imaging, a company harnessing the power of artificial intelligence to revolutionize digital image quality, raised $20 million in funding. Global software investor insight Partners led the round. With the funding, Glass Imaging will continue to refine and implement their proprietary GlassAI technologies across a wide range of camera platforms – from smartphones to drones to wearables and […]  ( 7 min )
    Aarki launches Encore as privacy-first mobile growth platform
    Aarki has launched Encore, a next-generation machine learning platform built to deliver full-funnel growth for mobile marketers in a privacy-first landscape. Designed for smarter user acquisition and stronger retention, Encore combines dynamic targeting, continuous model evolution, and SKAN 4-ready optimization.  Encore is the industry’s only unified platform with a privacy-first framework that supports both User […]  ( 5 min )
    Aarki launches Encore as privacy-first mobile growth platform
    Aarki has launched Encore, a next-generation machine learning platform built to deliver full-funnel growth for mobile marketers in a privacy-first landscape. Designed for smarter user acquisition and stronger retention, Encore combines dynamic targeting, continuous model evolution, and SKAN 4-ready optimization.  Encore is the industry’s only unified platform with a privacy-first framework that supports both User […]  ( 5 min )
  • Open

    Understanding LucasArts' iMUSE System
    Comments  ( 55 min )
    Ask HN: Is Slack Down?
    Comments  ( 2 min )
    Wtfis: Passive hostname, domain and IP lookup tool for non-robots
    Comments  ( 18 min )
    Hegel 2.0: The imaginary history of ternary computing (2018)
    Comments  ( 22 min )
    What if humanity forgot how to make CPUs?
    Comments
    Why National Labs are investing (heavily) in AI
    Comments
    Build Your Own Siri. Locally. On-Device. No Cloud
    Comments
    Show HN: Lumoar – Free SOC 2 tool for SaaS startups
    Comments  ( 1 min )
    A Proven Guide to Building Your Path to Success
    Comments  ( 12 min )
    Can You Really Trust That Permission Pop-Up on macOS? (CVE-2025-31250)
    Comments  ( 14 min )
    Toward a Sparse and Interpretable Audio Codec
    Comments  ( 2 min )
    HealthBench
    Comments
    U.S. Nuclear Emergency Support aircraft touched down in Pakistan
    Comments  ( 12 min )
    Legion Health (YC S21) Is Hiring Founding Engineers to Fix Mental Health with AI
    Comments  ( 10 min )
    Byte Latent Transformer: Patches Scale Better Than Tokens
    Comments  ( 2 min )
    I hacked a dating app (and how not to treat a security researcher)
    Comments  ( 4 min )
    The Internet 1997 – 2021
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    Ex-UK Special Forces break silence on 'war crimes' by colleagues
    Comments  ( 33 min )
    RIP Usenix ATC
    Comments  ( 4 min )
    How to title your blog post or whatever
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    Launch HN: ParaQuery (YC X25) – GPU Accelerated Spark/SQL
    Comments  ( 2 min )
    Traffic Fatalities Are a Choice
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    Show HN: Airweave – Let agents search any app
    Comments  ( 14 min )
    The Barbican
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    Embeddings Are Underrated
    Comments  ( 8 min )
    OpenEoX to Standardize End-of-Life (EOL) and End-of-Support (EOS) Information
    Comments  ( 2 min )
    Demonstrably Secure Software Supply Chains with Nix
    Comments  ( 7 min )
    The great displacement is already well underway?
    Comments
    Reviving a Modular Cargo Bike Design from the 1930s
    Comments  ( 5 min )
    Tailscale 4via6 – Connect Edge Deployments at Scale
    Comments  ( 6 min )
    Just Fucking Use HTML
    Comments  ( 8 min )
    Ruby 3.5 Feature: Namespace on read
    Comments  ( 44 min )
    Paul McCartney, Elton John and other creatives demand AI comes clean on scraping
    Comments  ( 5 min )
    Gig Companies Violate Workers Rights
    Comments  ( 9 min )
    The FTC puts off enforcing its 'click-to-cancel' rule
    Comments  ( 20 min )
    A crypto founder faked his death. We found him alive at his dad's house
    Comments  ( 24 min )
    Show HN: CLI that spots fake GitHub stars, risky dependencies and licence traps
    Comments  ( 11 min )
    CrowdStrike CEO Cuts His Voting Power by 92% with Unexplained Gifts
    Comments
    University of Texas-Led Team Solves a Big Problem for Fusion Energy
    Comments  ( 7 min )
    Spade Hardware Description Language
    Comments  ( 4 min )
    Spark AI (YC W24) Is Hiring a Full Stack Engineer in San Francisco
    Comments  ( 4 min )
    A community-led fork of Organic Maps
    Comments  ( 4 min )
    Implicit UVs: Real-time semi-global parameterization of implicit surfaces [pdf]
    Comments  ( 802 min )
    Why alien languages could be far stranger than we imagine Essays
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    US Copyright Office found AI companies breach copyright. Its boss was fired
    Comments  ( 6 min )
    Universe expected to decay in 10⁷⁸ years, much sooner than previously thought
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    Armbian Updates: OMV support, boot improvents, Rockchip optimizations
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    White House fires head of Copyright Office amid Library of Congress shakeup
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    Ask HN: Cursor or Windsurf?
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    I ruined my vacation by reverse engineering WSC
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    The Academic Pipeline Stall: Why Industry Must Stand for Academia
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    Continuous Thought Machines
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    Intellect-2 Release: The First 32B Model Trained Through Globally Distributed RL
    Comments  ( 13 min )
    Python lib generates its code on-the-fly based on usage
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    Custom SIM card in Tesla Model 3 2024, Tesla Model Y 2025 and Cybertruck
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    Air Traffic Control
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    Avoiding AI is hard – but our freedom to opt out must be protected
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  • Open

    Coinbase Shares Jump 8% on S&P 500 Inclusion
    The company is set to join the broad-market stock index on May 19, replacing Discover Financial.  ( 25 min )
    Penny Stocks Attempt to Ride Crypto's Coattails
    Microcaps are announcing crypto treasury plans in an attempt to mimic Strategy's approach.  ( 28 min )
    New York Mayor Eric Adams to Crypto Industry: Come Build an Empire in NYC
    “We’re in the midst of nothing short of a technological revolution,” Adams said at a Monday press briefing. “It’s not the future, it is here and it’s here now.”  ( 26 min )
    Bitcoin Falls Below $102K; Easing of Tariff Risk Could See More Underperformance
    After one month of eye-popping gains, fattened bulls are lightening up after the U.S. and China announced a trade truce.  ( 26 min )
    Here's Why ICON Rebranded to SODAX and Abandoned its Layer-1
    Crypto might now be in the outsourcing phase of capitalism.  ( 27 min )
    Anchorage Digital to Acquire USDM Issuer Mountain Protocol in Stablecoin Expansion Move
    The deal aims to strengthen Anchorage Digital’s role in the institutional stablecoin ecosystem, CEO Nathan McCauley said.  ( 24 min )
    Leemon Baird on Hedera's Technical Gambit and AI’s Future
    The co-founder of Hedera, a speaker at Consensus 2025, says today’s technological advances “will make the Industrial Revolution look minor in comparison.” Interview with Afra Wang.  ( 31 min )
    Market Structure Rules for Crypto Could End Up Governing Core of U.S. Finance: Le
    TuongVy Le, a compliance expert and ex-SEC lawyer, said the rest of the financial industry is likely to migrate into the world overseen by pending regulations.  ( 29 min )
    Stablecoins to Go Mainstream in 2025 After U.S. Regulatory Progress: Deutsche Bank
    Stablecoins are increasingly becoming strategic assets, and support dollar dominance, the report said.  ( 24 min )
    Ethereum’s Next Upgrade ‘Fusaka’ Could Cut Layer-2 and Validator Costs
    Developers have thus far agreed to include one technical change, "PeerDAS," designed to improve data availability.  ( 25 min )
    XRP, BTC Among Major Tokens Flashing Signs of Bulls Returning to Crypto
    The improving market breadth points to growing investor confidence.  ( 24 min )
    DeFi Development Soars 20% as Solana Holdings Top $100M With Latest Purchase
    The Nasdaq-listed firm has accumulated 595,988 in Solana's SOL, worth nearly $105 million, in the month since its crypto pivot.  ( 26 min )
    Malaysia Power Theft by Illegal Crypto Miners Rose 300% Since 2018
    Nationwide raids have shut down an average of 2,300 miners a year operating on stolen power since 2020.  ( 25 min )
    CoinDesk 20 Performance Update: Uniswap (UNI) Surges 12.7% Over Weekend
    Internet Computer (ICP) also gained 12%, as the index traded higher.  ( 21 min )
    BNB Surges Nearly 5% With Strong Volume Support Suggesting Institutional Accumulation
    Strong volume patterns and technical breakouts suggest BNB could target $750 as global economic tensions reshape crypto markets.  ( 24 min )
    David Bailey's Nakamoto Holdings Going Public Via Merger With KindlyMD; Shares Soar 650%
    The company has raised $710 million to pursue its bitcoin treasury strategy.  ( 24 min )
    Trump Family Backed American Bitcoin To Go Public via Merger With Gryphon Digital
    Pre-market spikes follow news of strategic stock-for-stock transaction.  ( 25 min )
    Strategy Makes $1.34B Bitcoin Buy, Adding Another 13,390 BTC
    The Michael Saylor-led company now holds 568,840 bitcoin.  ( 24 min )
    Bitcoin’s Bull Run Against Gold Could Accelerate as U.S.-China Trade Tensions Ease: Chart Analysis
    Easing trade tensions between the U.S. and China could lead to a broader risk-on sentiment and weigh over gold.  ( 25 min )
    Crypto Daybook Americas: Tariff Cut Lifts Bitcoin as Market Readies for Further Gains
    Your day-ahead look for May 12, 2025  ( 40 min )
    TRX Breaks Resistance With 3% Surge Amid Growing Stablecoin Adoption
    TRON's native token shows resilience despite late-hour selling pressure as global economic factors create market uncertainty.  ( 24 min )
    Solana Block Traders See SOL Extending Gains, Surpassing $200 by End-June
    Block traders piled into the $200 call option expiring on June 27.  ( 25 min )
    Stablecoins Will Expand Beyond Crypto Trading, Become Part of Mainstream Economy, Citi Predicts
    The next five years will likely see stablecoins substitute for some overseas and domestic U.S. currency holdings, according to a Citi Future Finance report.  ( 27 min )
    South Koreans Bet Big on XRP, Dogecoin as Easing Trade War Fuels Risk Taking
    Korean crypto markets are experiencing a rally, influenced by a $1 billion short squeeze and improving geopolitical sentiment.  ( 26 min )
    Privacy-Focused Zcash Tops Key Resistance Above $40 to Flash Bull Signal
    The cryptocurrency had been trading in a narrow range since February, with resistance above $40 and support near $25.  ( 22 min )
    Asia’s Biggest Corporate Bitcoin Holder Buys Another $126M in BTC
    Japan’s Metaplanet said Monday it had purchased another 1,241 bitcoin (BTC), bringing total holdings to nearly 6,800.  ( 25 min )
    Ethereum Staking Giant Lido Loses Just 1.4 ETH in Hacking Attempt
    A private key belonging to Chorus Key was compromised, and a governance vote is underway to switch oracle providers.  ( 26 min )
    Bitcoin Eyes Record High Above $109K as U.S Reaches Trade Deal with China, Inflation Data Looms
    China said it will release a joint statement with the U.S. on what was achieved.  ( 27 min )
  • Open

    [Boost]
    Why Your Cloud Strategy Keeps Failing (And How I Fixed It) Samuel Joseph ・ May 12 #devops #cloudcomputing #terraform #leadership  ( 2 min )
    How to Troubleshoot ZK-Proof Generation Issues in Next.js
    Introduction If you're delving into zero-knowledge proofs using Next.js and you've stumbled upon an issue generating zk-proofs, you’re not alone. Many developers encounter challenges when attempting to create zk-proofs with tools like snarkjs. This guide explores a common problem regarding input discrepancies that lead to proof generation failures even when everything seems correct. We'll dive deep into why this might be happening and how to effectively address it. Understanding ZK-Proofs and snarkjs Zero-knowledge proofs (ZKPs) allow one party to prove to another that they know a value without revealing the value itself. The snarkjs library is a popular choice for handling zk-proof generation in JavaScript. It is based on efficient cryptographic schemes, enabling developers to solve com…  ( 5 min )
    Wrkspace: One-Time Setup, Lifetime Productivity
    Wrkspace is the ultimate productivity tool for developers, designed to simplify and supercharge your workflow. With a one-time setup for each project, Wrkspace automates the entire process of booting your local environment, so you can focus on what matters—coding. Works like magic--Configure your project once, use it limitlessly. No more repetitive scripts to switch between projects. With Wrkspace, switching between projects has never been easier. Experience a 300% improvement in startup time, streamline your workflow, and eliminate repetitive tasks. Integrate with Docker, launch your boot scripts, open with your editor, and launch your web pages with a single click. Features at a glance: Full Docker container orchestration Automatic execution of your project’s boot scripts Instant editor & terminal sessions Automatically launch your browser's pages Wrkspace combines all your terminal processes into a single, native, integrated terminal, grouped by project. Transform the way you manage your local development environments—Wrkspace is here to revolutionize your productivity. Since I started using Wrkspace, launching projects on my PC has never been easier. I no longer have to remember which terminal commands to run or keep multiple terminals open. This way, I can start working on my projects and coding without wasting time. Gabriele Pini, Fullstack developer Get started for free at https://wrkspace.co.  ( 3 min )
    Getting Started with Linux: System Information and User Management
    Introduction Linux, known for its reliability, flexibility, and security, is foundational in modern IT environments. Mastering Linux commands boosts productivity, enhances troubleshooting capabilities, and supports critical business operations. In this first article of a two-part series, we explore essential Linux commands related to system information and user management. Real-world business examples and clear explanations will help solidify your understanding. Overview System Information Commands User Management Commands Suggested Screenshot Locations Additional RHCSA Commands Real-world Business Use Case Conclusion Mastering basic Linux commands empowers IT professionals to efficiently manage systems, optimize workflows, and prepare effectively for professional certifications like …  ( 4 min )
    Why Your Cloud Strategy Keeps Failing (And How I Fixed It)
    Let’s be honest: most cloud “strategies” I come across aren’t really strategies — they’re glorified lift-and-shifts. On paper, migrating to the cloud promises flexibility, scalability, and cost savings. But in reality? Many organizations just copy their on-prem setup into AWS, Azure, or GCP — and call it done. As someone who’s spent years helping companies build scalable, secure, and cloud-native infrastructure across multi-cloud environments, I’ve seen this mistake over and over. But one project in particular made this painfully clear. The Lift-and-Shift That Didn’t Shift Anything But what I found was this: configured almost exactly like their legacy setup. 2.They managed access using manually configured Security Groups and Network ACLs — trying to mimic their old firewall rules. 3.Scalin…  ( 4 min )
    Music monnndaaay!
    Music Monday — What are you listening to? (Anything Goes Edition 👐) Michael Tharrington for #music discussions ・ May 12 #watercooler #discuss #music  ( 2 min )
    Debug Smarter: How grep Helps Engineers Fix Issues Fast and Stand Out (Part 2)
    Welcome back to the grep series just because once you’ve seen how powerful this tiny command is, it’s hard to go back to manual scrolling. In this second part, we're taking your command-line detective skills to the next level. These advanced grep techniques don't just save time they fundamentally change how you approach problems, helping you extract details that others often miss. You could be managing production incidents, conducting security audits, or preparing documentation for stakeholders, these techniques will help you move with the precision and confidence that defines truly exceptional engineers. Use Case #6: Show Match Count Use Case #7: Search Case-Insensitively Use Case #8: Show Inverse Results Use Case #9: Search for Lines Starting With a Keyword Use Case #10: Display Context …  ( 5 min )
    10 SQL Anti-Patterns You Must Avoid in Production
    “Slow SQL isn’t always about bad servers — it’s often about bad habits.” As SQL developers and data engineers, we often prioritize functionality and overlook query quality. But poor SQL habits can lead to: Long response times Bottlenecked applications Excessive I/O and CPU Poor scalability In this post, we’ll break down 10 critical SQL anti-patterns and how to fix them. Problem: Querying in a loop for each record. -- BAD: Fetching orders per customer inside loop SELECT * FROM Customers; -- For each customer: SELECT * FROM Orders WHERE customer_id = ?; ✅ Fix: Join and aggregate in one query SELECT c.id, c.name, COUNT(o.id) AS order_count FROM Customers c LEFT JOIN Orders o ON o.customer_id = c.id GROUP BY c.id, c.name; Problem: Leading wildcard disables index usage. SELECT * FROM Products…  ( 4 min )
    What is the fastest way to find common items in two C# lists?
    Finding common items between two generic lists in C# can be a common requirement in many applications, particularly when you want to understand overlaps in datasets. Using the example provided, we will discover how to efficiently identify shared elements between two lists of strings: Understanding the Problem In this scenario, we have two generic lists: List TestList1 = new List(); List TestList2 = new List(); TestList1.Add("1"); TestList1.Add("2"); TestList1.Add("3"); TestList2.Add("3"); TestList2.Add("4"); TestList2.Add("5"); Our goal is to find the common elements in TestList1 and TestList2, which, in this case, should return "3". Efficient Methods to Find Common Items When it comes to finding common elements between two lists, performance is critical, e…  ( 4 min )
    🧩 Rust vs Solidity: Why Solana Uses Rust — Explained Simply
    Solana and Ethereum are two of the most popular blockchains in the world. But if you look under the hood, you’ll notice they speak different “languages.” Ethereum uses Solidity, while Solana uses Rust. So… what’s the difference? And why does it matter? Let’s break it down in plain English. Think of Solidity and Rust like languages people use to build apps — just like websites are built with HTML or JavaScript. Solidity was created specifically for blockchains — especially Ethereum. It’s simple, beginner-friendly, and looks a bit like JavaScript. Rust is more like the serious, high-performance cousin. It’s used to build powerful software like games, browsers, and now — Solana. One of the biggest problems in crypto? Bugs and hacks. Solidity, while easier to use, has been behind many major De…  ( 4 min )
    Laravel Observer: Its Superpowers in Event Structuring
    What is a Laravel Observer? Observers in Laravel are used to listen for specific events on Eloquent models, such as creating, updating, and deleting records. The main advantage of using them is the ability to delegate the data handling logic to a dedicated class, keeping controllers and models leaner. Imagine you need to perform an action every time a user is created. Instead of writing that logic directly in the controller or the model, you can use an Observer to ensure that the logic is isolated and easier to test. Creating an Observer in Laravel is very simple. Let's take a look at a basic example of an Observer for a User model: php artisan make:observer UserObserver --model=User Open the App\Providers\EventServiceProvider file and register the observer: public function boot() { …  ( 4 min )
    Should we start a podcast interviewing our ex-music-school-classmates?
    I'm thinking about starting a podcast with @blumen where we interview a bunch of somewhat successful / living-their-livelihoods-off-of-music people we went to music school with, and see where they are today. Basically Celebrity Catch Up: Life After I Did That Thing but without the Celebrity and without The Thing. 😬 Typing it out now makes it seem like a pretty bad idea, but I think it could be good information gathering for anyone considering music school or working in music. Plus, it would be amusing for our little cohort of music school grads and a fun way for us to reconnect with some folks. According to music-colleges.com (lol), SUNY Fredonia's music program ranks at #276 (out of 1451 schools they evaluated, so technically in the 20%!!). I imagine a podcast like this about Julliard grads would be much more successful, but those people probably wouldn't have good advice or relatable stories for real, non-prodigious but competent musicians. So far our initial brainstorm has us landing around: 30-45 min max Asking people about: What they studied How much schooling they ended up getting Their most memorable Fredonia experience What they do now Career highlights Career lows How much money they currently make (from music) What their advice would be for anyone pursuing their current career, or the program they studied in school Thoughts?  ( 3 min )
    The Philosophy of Film Editing
    The Editor as a Storyteller: Crafting Meaning Through Cuts Film editing is far more than a technical exercise in arranging images; it is a profound act of storytelling. The editor shapes narrative, rhythm, emotion, and even truth by deciding what the audience sees—and when they see it. This power to construct meaning through selection and sequencing makes the editor an essential co-author of a film’s emotional and intellectual impact. At its core, editing transforms raw footage into a coherent and resonant experience. Through choices in duration, order, and juxtaposition, editors influence how characters are perceived, how themes develop, and how a story unfolds. The emotional arc of a scene—whether tranquil or intense—often hinges more on the cut than the shot itself. Editing allows a f…  ( 6 min )
    Working with JSON in PostgreSQL, MySQL & SQL Server
    "Your data isn't always flat — your queries shouldn't be either." SQL databases have evolved to support semi-structured data, especially JSON, alongside traditional relational models. This hybrid approach lets you: Store rich nested data Adapt to evolving schemas Join structured and flexible data together In this article, we’ll cover: JSON column types Querying nested structures Indexing for performance Cross-database examples in PostgreSQL, MySQL, and SQL Server CREATE TABLE users ( id SERIAL PRIMARY KEY, profile JSONB ); CREATE TABLE users ( id INT AUTO_INCREMENT PRIMARY KEY, profile JSON ); CREATE TABLE users ( id INT IDENTITY PRIMARY KEY, profile NVARCHAR(MAX) -- must be valid JSON ); -- Extract scalar field SELECT profile->>'name' AS name FROM users; -- Extract nested …  ( 4 min )
    How to Resolve Address Bar Update Issues in Windows File Explorer
    Introduction If you're encountering problems with the address bar in Windows File Explorer not updating correctly when navigating through shell namespace extension folders, you're not alone. This issue originated from updates made in KB5031455, which inadvertently caused behaviors that led to the navigation bar failing to refresh its path when selecting items. In this article, we'll explore the root cause of this issue, an effective workaround, and discuss potential solutions. Understanding the Issue The failure of the address bar to update can be attributed directly to the interaction of Windows Shell and shell namespace extensions. More specifically, the IExplorerPaneVisibility::GetPaneState method has been identified as presenting problems when installed with certain Windows updates, pa…  ( 5 min )
    Ambient Invisible Intelligent: The seamless Integration of AI
    Ambient Invisible Intelligent: The seamless Integration of AI Imagine a world where technology works behind the scenes to make your life easier, more convenient and more enjoyable. ##What is Ambient Invisible Intelligence?## Scenarios: Smart home: Your home adjusts lighting, temperature, and entertainment based on your daily routine and preferences. Personalized health: Wearable devices and sensors monitor your vital signs, providing real-time health advice and alerts. Intelligent transportation: Self-driving cars and smart traffic management optimize routes, reducing congestion and improving safety. Smart workspace: Your office adjusts lighting, temperature, and ambiance to boost productivity and comfort. Ambient Invisible Intelligence works through: Sensors: Collecting data from environment (temperature, light, motion). AI algorithms: Analyzing data, learning patterns, and making decisions. Devices: Executing actions (adjusting temperature, lighting). Connectivity: Seamless communication between devices. Which creates a smart, adaptive environment that responds to needs without manual input. Improves Efficiency: Optimizes processes, reducing time and effort. Enhances Convenience: Automates routine tasks, making life easier. Personalization: Adapts to individual preferences and needs. Increases safety: Monitors and responds to potential risks. Supports accessibility: Assists people with disabilities or limitations. Ambient Invisible Intelligence has the potential to transform our daily lives. As AII continues to evolve, it's essential to consider its impact on our future.  ( 3 min )
    JavaScript Closure Simplified
    Have you ever wondered how JavaScript functions can "remember" things even after they've finished running? That’s the magic of closures, and today we’ll break it down with a simple use case: building a custom counter function. We’ll touch on key concepts like function factories and state persistence to bring this idea home. Closures: For example, in our counter, a variable count is defined inside makeCounter(). The inner function (the actual counter) uses this variable. Thanks to the closure, the count is not lost when makeCounter() finishes, the counter function still remembers it. Function Factory: One Function, Many Counters Think of makeCounter() as a factory. Every time you call it, it gives you a brand new counter, like a fresh instance with its own private count. Each counter is completely independent. State That Sticks(State Persistence) The beauty of closures is state persistence. Since count is part of the closed-over scope, it keeps its value between function calls. That’s what allows the returned function to keep incrementing the same number, step by step. The key takeaway: even though makeCounter() is finished, the returned function still has access to everything defined inside it. That’s the closure in action, enabling encapsulation, memory, and a clean way to manage state without global variables. Closures aren’t just cool, they’re powerful. Once you understand them, you’ll start seeing them everywhere in JavaScript. And best of all, they make patterns like private counters, once complex, totally natural.  ( 3 min )
    A Simple Framework for Designing User Interfaces (for Solo Devs & Small Teams)
    If you're building a product as a solo dev or part of a small team, you've probably struggled with design. You open Figma. You pick a font. Then a color palette. Then you browse some Dribbble shots. Then you go down a dark hole of animations, blur effects, neumorphism... and suddenly you've spent three hours tweaking gradients but your product still doesn't feel right. Here's the problem: you're thinking about design backwards. Design isn't about how your app looks. It's about what it lets people do and how easily they can do it. That's why I follow a dead simple rule: Design functionality first. Make it beautiful later. Design isn't about how something looks it's about what it lets people do. When you focus on visual details too early, you're decorating an idea that hasn't even proven its…  ( 5 min )
    Hello! 😊
    Hi DEV community! My name is Jo. I am a Digital Designer and Learning Technologist at the University of Leeds with a specialism in UX design and web accessibility. My coding journey started over lockdown when I completed a coding bootcamp with The Coders Guild, learning HTML, CSS, basic JavaScript, bootstrap, and Git. I will be honest, I don't need to use it every day for my career so I did forget some of what I've learnt since then but I have started to pick it back up again! My background is in graphic design so I hope to utilise my knowledge in this field to create more visually stunning web experiences. Currently with the support of my colleague, I help create bespoke web development projects that supplement the learning within our online course portfolio. For me personally, these projects are very basic (and partly supported by ChatGPT) because I am still learning... but I hope to change that! My goal is get to the point where I am much better and more confident in my skills at front-end web development and require less hand-holding. I also want to create diverse interactive experiences to hopefully foster genuine curiosity for the subject matter with our students and engage them with the learning material. Managers are more interested in boosting the reputation of the university, but the most important thing for me is to promote academia and make learning fun! Most of my posts will be misc stuff I've learnt and will probably be written with bad or inefficient code rather than being effective tutorials so please read with caution! Thank you for coming on this coding journey with me! If you'd like to connect, my LinkedIn profile is linked before (I no longer use any other social media platform anymore for my professional presence). I am in the process of coding my own website so be sure to keep a look out for this in due time! LinkedIn: https://www.linkedin.com/in/jolaw233/  ( 3 min )
    Think in Sets: Writing High-Performance SQL the Declarative Way
    “SQL is not about loops—it's about logic. The sooner you let go of procedural thinking, the faster your queries fly.” If you’ve come from a programming background, chances are your instinct is to iterate. But SQL wasn’t designed for that. SQL speaks the language of sets, and when you think in sets, your queries become: Faster More readable Easier to maintain In this article, we’ll compare procedural vs set-based logic with clear examples and best practices. Scenario: Mark all Pending orders as Shipped. DECLARE order_cursor CURSOR FOR SELECT id FROM Orders WHERE status = 'Pending'; DECLARE @id INT; OPEN order_cursor; FETCH NEXT FROM order_cursor INTO @id; WHILE @@FETCH_STATUS = 0 BEGIN UPDATE Orders SET status = 'Shipped' WHERE id = @id; FETCH NEXT FROM order_cursor INTO @id; END CLO…  ( 4 min )
    How to Log Python and Bash Output Chronologically in a File
    When working with Python and Bash scripts, logging output can become cumbersome, especially when you want to preserve the chronological order of the messages. The challenge you’re facing is that output from your Bash script is appearing in the log file before the output from your Python script due to buffering issues. This article will guide you through the best practices for ensuring that all outputs are recorded in the correct order, using file descriptors effectively. Understanding Output Buffering When Python writes output to a log file, it may use buffering, meaning it collects a certain amount of data before writing to the file. Similarly, Bash scripts can exhibit this behavior as well. When subprocesses are called within Python, outputs can arrive in an unpredictable sequence, there…  ( 5 min )
    Implementing a Radically Simple Alternative to Graylog
    Back in 2022, my team and I were working on a service which was printing a fairly sizeable amount of logs from a distributed cluster of 20+ hosts: about 2-3 million log messages per hour in total. We were using Graylog, and querying those logs for an hour was taking no more than 1-3 seconds, so it was pretty quick. Infra people hated Graylog though, since it required some annoying maintenance from them, and so at some point the decision was made to switch to Splunk instead. And when Splunk was finally rolled out, I had to find out that it was incredibly, ridiculously slow. Honestly, looking at it, I don't quite understand how they are even selling it. If you've used Splunk, you might know that it has two modes: “Smart” and “Fast”. In “Smart” mode, the same query for an hour of logs was tak…  ( 4 min )
    I've just released git-gpt-commit v0.9.0! 🎉
    I've just released git-gpt-commit v0.9.0 — a Git extension that uses OpenAI's GPT models to automatically generate commit messages via the git gpt commit command. The default model has been upgraded to OpenAI’s GPT-4o. blazing-fast response speed (about twice as fast as GPT-4.1), allowing it to generate commit messages in an instant. very cost-efficient, at half the price of GPT-4-turbo. Previously, only English was supported. Now, with: git gpt lang You can choose from 12 languages for your commit messages: Previously, there was no option to add prefixes to your commits. Now, with: git gpt prefix You can toggle the inclusion of commit prefixes like feat:, fix:, or refactor:. Previously, you had to write your API key in a .env file in your project directory. Now, with: git gpt open-api-key You can now safely add and manage your OpenAI API key directly from the CLI. .env method is still supported as well. git gpt config You can now view all your current settings at once. Once installed, start by registering your OpenAI API key using the command above. Then, just stage your changes with git add, and run: git gpt commit The tool will analyze the staged changes, send them to the GPT model, and generate a context-aware commit message. You’ll need an OpenAI API key. npm install -g @laststance/git-gpt-commit While IDEs like VSCode and Cursor offer AI-assisted commit message generation, I couldn’t find a CLI tool that does the same — and that’s where I spend most of my time working with Git. Most of the features I personally wanted are now implemented, so I’m pretty happy with this release. Links: GitHub|npm  ( 4 min )
    SQL Join Dark Arts: Anti Joins, Semi Joins, and Beyond
    “Beyond INNER and OUTER lies the realm of the JOIN masters.” Modern SQL isn’t just about fetching related rows—it’s about expressing logic concisely, filtering precisely, and maximizing performance. In this article, we’ll explore the most underused join strategies in SQL, often called the “dark arts”: Anti joins (NOT EXISTS, NOT IN, EXCEPT) Semi joins (EXISTS, IN, INTERSECT) Cartesian joins (CROSS JOIN) We’ll walk through practical use cases and advanced examples that turn verbose logic into elegant queries. CREATE TABLE Customers ( id INT PRIMARY KEY, name TEXT ); CREATE TABLE Orders ( id INT PRIMARY KEY, customer_id INT REFERENCES Customers(id), total DECIMAL(10,2) ); INSERT INTO Customers VALUES (1, 'Alice'), (2, 'Bob'), (3, 'Carol'); INSERT INTO Orders VALUES (1, 1, 120.00…  ( 4 min )
    Unveiling GNU Lesser General Public License v3: A Comprehensive Exploration
    Abstract: This post offers a holistic exploration of the GNU Lesser General Public License v3 (LGPL v3). In our detailed analysis, we cover its history, core concepts, unique features, and use cases while comparing it with other open source licenses such as the MIT License and GNU GPL v3. We also outline practical applications, challenges in adoption and enforcement, and innovative trends including dual licensing and emerging blockchain-based funding models like the Open Compensation Token License (OCTL). Whether you are a software developer, legal expert, or tech enthusiast, this post will provide valuable insights in clear, concise language complemented by structured tables and bullet lists for easier comprehension. The world of open source and fair code licenses is complex yet essentia…  ( 8 min )
    How to Configure and Use Regex and Myconio in Code::Blocks?
    Introduction Configuring libraries in Code::Blocks can be daunting, especially when it comes to using advanced libraries such as regex.h and third-party libraries like myconio.h. This article aims to guide you through the entire setup process, ensuring that your development environment is perfectly configured to compile C code with these libraries. Understanding Library Placement When working with C libraries, it’s crucial to understand how to place files correctly for the compiler and linker: Header Files: Files with a .h extension, such as regex.h and myconio.h, should be placed in the include directory of your compiler (e.g., C:\Program Files\CodeBlocks\MinGW\x86_64-w64-mingw32\include). Library Files: Archive files with extensions like .a or .lib, which contain compiled code, should go…  ( 5 min )
    StorageManager API for Managing Offline Data
    The StorageManager API for Managing Offline Data: A Comprehensive Guide Introduction In the age of web applications, the demand for offline capabilities has surged, transforming the way users interact with applications across varying network conditions. The StorageManager API is an integral part of this trend, providing a standardized method for managing storage on the client side, ensuring that web apps not only serve dynamic content but also maintain performance and usability even without a constant internet connection. This article delves into the historical context, technical intricacies, usage patterns, and performance considerations surrounding the StorageManager API. We will also provide in-depth code examples, explore advanced implementation techniques, and discuss th…  ( 6 min )
    Made easy: Installing dbt and Building Your First Model 'Haay!'
    Prequisite: Python and SQL knowledge. cd --create python virtual environment python -m venv dbt_venv --activate the env on cmd/powershell .\dbt_venv\Scripts\activate --to deactivate the venv deactivate Installing dbt; in this case I am using dbt-postgresadapter (otherwise free to use other integrations Install with pip), python -m pip install dbt-core dbt-postgres add .dbt in the users home directory, user dbt will create and maintain profiles .yml which is the dbt configuration file(db and user creadentials are stored) mkdir $home\.dbt initialize dbt project dbt init and then follow to the command prompts that will appear. Navigate to the project folder that was created: cd dbt_project dbt debug command. Create a dbt model; an sql query that is designed to perform a certain transformation task on the data platform. create a .sql file, and making use of CTEs and save. dbt run Its also important to note that at the end of the .yml file, {{ config(materialized = 'table')}}.  ( 3 min )
    🚀 Goodbye SEO, Hello AEO: Navigating the New Era of AI-Driven Search
    TL;DR: The rise of AI tools like ChatGPT and Gemini is killing traditional SEO. The future? AEO – Answer Engine Optimization. Here’s what that means, why it matters, and how to adapt now before your content disappears into oblivion. Search is no longer “just Google it.” We now ask ChatGPT, Claude, or Gemini questions directly and expect concise, authoritative answers. This shift is massive — and it’s just beginning. Search engines are being replaced by answer engines. These answer engines: Summarize vast amounts of content. Don’t just rank — they respond. Skip the list of 10 blue links — and just give the answer. AEO era: Answer Engine Optimization. 📉 Why Traditional SEO Is Losing Relevance Old SEO logic: Target keywords ✅ Stuff them into H1s, meta tags, and alt texts ✅ B…  ( 4 min )
    Querying the Past: Temporal Tables in SQL Server and PostgreSQL
    "Time travel isn’t just science fiction — in SQL, it’s a feature." In modern data systems, auditing and tracking changes over time is essential for: Compliance (e.g., GDPR, HIPAA) Historical reporting Slowly changing dimensions (SCD Type 2) Rollback and debugging Temporal tables enable you to query your data as it was in the past, without building custom history-tracking logic. This post walks through how to use temporal features in: SQL Server (system-versioned tables) PostgreSQL (triggers + audit tables) Let’s create an Employees table with full change history tracking. CREATE TABLE Employees ( ID INT PRIMARY KEY, Name NVARCHAR(100), Title NVARCHAR(100), ValidFrom DATETIME2 GENERATED ALWAYS AS ROW START, ValidTo DATETIME2 GENERATED ALWAYS AS ROW END, PERIOD FOR SYSTEM_TIME (V…  ( 4 min )
    How to Find Prior Art for a Patent: Creative Search Methods
    Introduction When you're ready to file a patent, one of the most crucial steps is ensuring your invention is unique. This is where prior art comes into play. Prior art encompasses everything that has been publicly disclosed about an invention before your filing date. Finding it can be challenging, especially when relying solely on traditional patent databases. In this article, we'll explore how to find prior art for a patent through creative and unconventional methods that go beyond the basics. Whether you're an independent inventor, a patent professional, or an IP researcher, this guide offers actionable insights to strengthen your patent search. When preparing to file a patent, understanding prior art is essential. Prior art refers to all publicly available information related to your…  ( 7 min )
    How to Convert HTML and CSS to Flutter for Web Apps?
    Creating a Flutter web application that mimics an existing HTML5 website can be a challenging yet rewarding experience. If you're new to Flutter and want to achieve an exact replication of your existing UI, you're in the right place! Let’s explore how to effectively convert your HTML and CSS codes into Flutter without losing the essence of your design. Understanding Flutter's UI Framework Flutter is a modern UI toolkit that allows you to build natively compiled applications for mobile, web, and desktop from a single codebase. Unlike HTML and CSS, which use a DOM structure, Flutter uses a widget-based approach to create UIs. This means that elements on your screen are created as widgets, which can be composed to make complex UIs. Why Convert HTML/CSS to Flutter? Performance: Flutter apps ar…  ( 5 min )
    How APIs Work: The Invisible Force Behind Modern Apps
    Discover the Tech Power Behind Every Click, Tap, and Swipe Have you ever ordered food online, requested a ride, or checked the weather on your phone—and it all just worked like magic? It might feel effortless, but behind that seamless experience is one of the most powerful tools in modern software: the API. APIs are the quiet force enabling your favorite apps to talk to each other, share data, and deliver real-time functionality. They're not just for developers—they're for anyone who wants to understand how modern technology actually works. API stands for Application Programming Interface. It’s essentially a bridge that lets two applications communicate with one another. Imagine you're in a restaurant. You give your order to a waiter, the waiter goes to the kitchen, the kitchen prepares yo…  ( 5 min )
    Unveiling the BSD 3-Clause License: A Deep Dive into Open Source Permissiveness, Fairness, and Future Innovation
    Abstract This post provides an in-depth look at the BSD 3-Clause License. We explore its historical origins, core features, and how it fits into the evolving ecosystem of open source and fair code licenses. We discuss its wide adoption, practical applications in today’s tech landscape, challenges such as potential exploitation and lack of built‐in compensation, and future innovations. Along the way, we integrate comparisons with similar models, dual licensing strategies, and relevant discussions from both the blockchain and open source communities. Read on for a holistic technical analysis designed for developers, researchers, and legal enthusiasts interested in understanding how the BSD 3-Clause License remains a benchmark of open source freedom and innovation. The BSD 3-Clause License i…  ( 8 min )
    ⚔️ Day 26 Linux Challenge: grep, find, head, tail & wc Edition
    Welcome back to Day 26 of my #100DaysOfLinux challenge! We’re diving deep into essential Linux CLI tools: grep find head / tail wc Ready? Let’s go 💪 🔧 Step 1: Create Your Sample File 🚨 Challenge 1: grep Games 🕵️‍♀️ Challenge 2: Find It Like a Pro 📜 Challenge 3: Head & Tail of the Story 🧪 Challenge 4: Count Me In (wc) 🤖 Bonus Challenge: Find the Unmatched Lines 🏆 Your Turn! 🔧 Step 1: Create Your Sample File Before we jump into the challenges, let’s create a simple file with mixed log lines: This file (file.txt) will be our playground today.Then check with cat file.txt. 🎯 The Tools & Commands You’ll Use Before the challenge, here's your weapon list: Command Purpose grep Pattern matching (search inside files) find Locate files and folders head Show beginning of files tail Show end of files wc Count words, lines, bytes 🚨 Challenge 1: grep Games Find all lines that start with "ERROR". Find lines that end with "completed". Ignore case and search for "warning". Show lines that do not contain "INFO". Count how many times "404" appears. 🕵️‍♀️ Challenge 2: Find It Like a Pro 🎯 Task: Find all .log files in /var/log. Find all .sh files modified in the last 2 days. Find all empty .txt files. Show the first 5 lines of a file. Show the last 15 lines. Watch a log file update live. Count number of lines in a file. Count total words. Get line + word + byte count together. You have two config files: config.old and config.new. config.old but not in config.new. grep -v -F -x -f config.new config.old Pick any 3 challenges above and try them out in your terminal. Then come back and drop a comment: ✅ Which one did you complete? 🚤 Which one was hard? 🚀 Which one was fun? #30DaysLinuxChallenge #CloudWhisler DevOps #Linux #RHCSA #Opensource #AWS #CloudComputing Catch out by My LinkedIn profile https://www.linkedin.com/in/rajpreet-gill-4569b4161/  ( 4 min )
    Code Smell 300 - Package Hallucination
    A chain is only as strong as its weakest link, and hallucinating dependencies will damage your software supply chain. DO NOT trust blindly on AI generators. TL;DR: Avoid hallucinated or fake packages that can compromise security and stability. Unsupervised Vibe Coding Security risks Dependency confusion Too Many Imports Typesquatting Injection attacks Supply chain corruption Untrusted sources Package Poisoning Validate package names Use trusted repositories Lock dependencies Monitor for typos Audit third-party packages Lock dependency versions Use private repositories Verify package checksums Implement allow-lists Audit dependencies regularly When AI generated code add external libraries to your project, you are assuming they come from reliable sources. If you're not careful, you might …  ( 20 min )
    How to Build a .NET PDF Editor (Developer Tutorial)
    Editing PDF files programmatically is a common requirement in enterprise applications — whether you're modifying invoices, generating reports, or enabling users to fill and save forms. The .NET ecosystem lacks native support for advanced PDF editing, which makes third-party libraries crucial. IronPDF is a powerful .NET library that lets developers manipulate PDF documents and implement editing features like adding headers, footers, watermarks, metadata, and merging files. This guide shows how to use IronPDF in a .NET Console Application, but the same code can integrate seamlessly into Web Forms, ASP.NET Core, MAUI, Xamarin, or any other .NET-based app. IronPDF is a commercial .NET PDF library designed to generate, edit, and render PDF files using HTML, CSS, and traditional programming con…  ( 6 min )
    Histórico de precios en anuncios de Idealista (extensión de Chrome)
    ¿Quieres ver el histórico de precios en los anuncios de Idealista? Ahora puedes hacerlo directamente cuando navegas por el portal Idealista con esta extensión de Chrome. Añadir a Chrome 👇🏻👇🏻👇🏻 https://chromewebstore.google.com/detail/oportunista/jiocalhflmhegjbdomaecckggeleeejk  ( 2 min )
    Unveiling GNU General Public License v3: A Comprehensive Exploration of Software Freedom and Open Source Innovation
    Abstract: This post offers an in‐depth exploration of the GNU General Public License v3 (GPL v3). We break down its historical context, core features, and ongoing impact on open source software. We analyze how GPL v3 not only continues to protect software freedom but also encourages sustainable innovation through robust copyleft mechanisms. Additionally, we examine its applications, challenges in dual licensing and compatibility, and future trends in legal frameworks for technology. For further insights, you can refer to the Original Article. The GNU General Public License v3 (GPL v3) is much more than just another open source license—it is a legal instrument that champions software freedom and lays down clear rules for code sharing. Developers, legal experts, and technology innovators ha…  ( 9 min )
    How to Fix 'Wrong page number on setPage() function: 0' in TCPDF
    When working with TCPDF in PHP, encountering the error message 'Wrong page number on setPage() function: 0' can be frustrating. This error typically indicates that the page you are trying to set does not exist, which can happen for various reasons, especially when generating PDFs using dynamic content. In this article, we will explain why this issue arises and provide a step-by-step solution to help you resolve it effectively. Understanding the TCPDF Library TCPDF is a powerful PHP library for generating PDF documents. It allows developers to create complex PDFs with various formats, including headers, footers, and dynamic content from templates. However, as with any library, improper usage can lead to errors that create obstacles in your development process. Common Causes of the 'Wrong pa…  ( 5 min )
    Finding the Row Containing a Target in a Sorted Matrix in Python
    In this problem, you're given a matrix of integers where each row and each column is sorted in ascending order. The goal is to find the index of the row that contains a specific target value. If the target value is not found in the matrix, return None. This is a common matrix problem that can be solved efficiently by taking advantage of the sorted structure. Instead of checking each cell (which would take O(n × m) time), you can reduce the complexity to O(n + m), where n is the number of rows and m is the number of columns. We make use of the matrix's properties—namely that values increase as we move right and down, and decrease as we move left and up. Start from the top-right corner of the matrix. Use a loop to traverse the matrix: If the current value equals the target, return the current row index. If the current value is greater than the target, move left. If the current value is less than the target, move down. If the loop completes without finding the target, return None. def find_row_with_target(matrix, target): if not matrix or not matrix[0]: return None # Matrix is empty n = len(matrix) # Number of rows m = len(matrix[0]) # Number of columns # Start at the top-right corner row, col = 0, m - 1 while row = 0: if matrix[row][col] == target: return row # Target found elif matrix[row][col] > target: col -= 1 # Move left else: row += 1 # Move down return None # Target not found matrix = [ [1, 2, 3, 4], [5, 6, 7, 8], [9, 10, 11, 12] ] print(find_row_with_target(matrix, 7)) # Output: 1 print(find_row_with_target(matrix, 13)) # Output: None This solution demonstrates how understanding data structure properties can lead to more efficient algorithms. Instead of brute-force search, a directional approach through the matrix takes full advantage of the sorted nature, resulting in a linear time complexity relative to the dimensions of the matrix.  ( 4 min )
    Materialized Views in SQL: Supercharging Read Performance
    “When sub-second dashboards matter, pre-aggregation is your best friend — and materialized views are the weapon of choice.” In modern SQL-based systems, developers need fast, repeatable reporting queries. However, querying millions of rows on demand can become a bottleneck, especially for dashboards or business intelligence tools. Enter: Materialized Views — a powerful SQL construct that allows you to precompute and cache complex queries. In this article, we’ll walk through a reporting-grade implementation of a materialized view with: Aggregation Indexing Manual refresh Trade-offs vs regular views We’ll use a sales reporting use case in PostgreSQL, but concepts apply across MySQL and SQL Server. A materialized view stores the result of a query physically — unlike a regular view, which just…  ( 4 min )
    Why Is the Project Planning & Initiation Phase So Important?
    The Project Planning & Initiation phase serves as the groundwork for the entire project lifecycle. It ensures that the team starts with a clear understanding of what needs to be done, who is responsible, and how to tackle potential obstacles. Here's a breakdown of what makes this phase so essential: Setting clear and achievable goals is a primary task during this phase. These goals define the project's purpose and desired outcomes, offering direction and measurable benchmarks. Well-defined goals help all team members and stakeholders stay focused on what success looks like. A crucial part of initiation is establishing who does what. By assigning responsibilities early on, the project manager ensures accountability and avoids duplication of efforts. Each team member knows their tasks, deadl…  ( 4 min )
    💾 I Just Launched My GitHub Database Online (7000+ Repositories Curated)
    Hey folks 👋 Over the past few months, I’ve been curating a large collection of interesting and useful GitHub repositories — projects that show up on Hacker News, Reddit, Twitter, or deep in GitHub itself. I’ve finally compiled over 7,000 repositories into a single browsable database. 🌐 Check it out here: The Internet Cafe It’s organized in a Notion-style format, categorized and searchable. I'm planning to keep updating and improving it over time, possibly adding filters, tags, and maybe an API if there's demand. 🧠 Why I built it: I wanted a personal archive of inspiring open-source projects. Hacker News has gems that disappear after a day. I figured others might benefit from the same archive. 📣 I’d love to hear your feedback — whether it’s about the format, usefulness, or features you'd like to see added. Let me know what you think — and feel free to share it if you think others might find it useful. Cheers!  ( 3 min )
    How to Access an Android Emulator's Local Server from Browser?
    If you're trying to connect to a server running on your Android emulator from your computer's browser, you might find this topic particularly important. Many developers use emulators for testing applications, but accessing the service running inside the emulator can sometimes be a challenge. In this article, we’ll explore how to effectively connect to a server running on an Android emulator using the Angel framework on Flutter. Understanding the Issue Typically, access to a server running on localhost from an Android emulator is straightforward when you're trying to connect to your computer from within the emulator. However, the reverse – reaching into the emulator from an external browser – involves a different set of parameters. The Flutter framework, especially with the Angel backend, r…  ( 4 min )
    Modern C++ 23/26: from concepts to coroutines in high-performance services
    C++ has been a cornerstone of performance-critical software for decades, powering everything from embedded systems to high-frequency trading platforms. Its ability to blend low-level control with high-level abstractions makes it uniquely suited for applications where every microsecond counts. As the language evolves, new standards like C++23 and the forthcoming C++26 introduce features that enhance both performance and developer productivity, particularly in the realm of high-performance services—systems requiring low latency, high throughput, and efficient resource utilization, such as real-time analytics, game servers, or distributed databases. Introduced in C++20, concepts are a mechanism to define requirements on template parameters, bringing clarity and safety to generic programming. …  ( 8 min )
    Model Invocation: Amazon Bedrock
    🖥️ What is Amazon Bedrock? Amazon Bedrock is an AWS service that makes it easy to build and scale generative AI applications using pre-trained Foundational Models. Key benefits include: No infrastructure management Unified API access to multiple model providers Seamless integration with other AWS services (like Lambda, API Gateway, etc.) To follow along, ensure you have: Python 3.7+ python --version pip installed An AWS account with access to Amazon Bedrock Install the AWS SDK for Python: pip install boto3 Configure your AWS credentials: aws configure There are a variety of foundational models that Amazon Bedrock gives you access to from leading AI model providers. For example: Anthropic Sonnet 3.5/3.7 - Great for complex tasks. Stability AI Stable Diffusion – Image generation fr…  ( 5 min )
    How to use EXPLAIN to fix slow queries in MySQL
    Slow queries can quietly erode performance, which frustrates users and strains your system. Fortunately, MySQL offers EXPLAIN, a diagnostic tool that reveals how your queries execute. Think of it as a window into your database engine’s decision-making process. With EXPLAIN, you can figure out exactly why a query is underperforming. Maybe it’s looking at too many rows, ignoring indexes, or struggling with joins. This understanding is key for developers and database administrators who are aiming to optimize performance. To use EXPLAIN, simply place it before your query. It works with SELECT, INSERT, UPDATE, or DELETE statements. For instance: EXPLAIN SELECT name, email FROM customers WHERE age > 30; This will return the query execution plan in table format. +----+-------------+-----------+…  ( 8 min )
    JS Journey: A Beginner’s Roadmap to Web Mastery
    JavaScript is one of the most powerful, flexible, and in-demand programming languages in the world of web development. If you’re looking to embark on a journey toward becoming a web development master, learning JavaScript is essential. Whether you're an aspiring developer, a student, or someone looking to transition into the world of coding, this roadmap will guide you through the essential steps to get started with JavaScript Tutorial and help you grow your skills. In this post, we’ll explore what makes JavaScript such an important language, how you can start learning it, and the key concepts you need to master on your journey to web development proficiency. Before we dive into the specifics of the tutorial, it's important to understand why JavaScript is so crucial. The language powers m…  ( 6 min )
    AWS Solutions Architect Career Path: Roles, Skills, and Certification
    Introduction: The rapid expansion of cloud computing has created significant demand for skilled professionals. Among the most sought-after roles is the AWS Solutions Architect. If you have an aptitude for technology and strategic thinking, exploring the AWS Solutions Architect career path could be highly rewarding. This guide provides an informational overview of the role, responsibilities, required skills, salary expectations, and the certification process involved. An AWS Solutions Architect is fundamentally a cloud design expert specializing in Amazon Web Services (AWS). Much like a traditional architect designs blueprints for buildings, an AWS Solutions Architect designs, builds, and manages cloud environments on AWS to meet specific business needs. Designing Cloud Solutions: Creatin…  ( 6 min )
    Why Ab Initio Was (and Still Is) Years Ahead of Modern ETL Tools
    As someone who's been working as an Ab Initio developer, I’ve had a front-row seat to a reality that many in the data world seem to overlook: Most of the features that big data platforms like Hadoop or Spark introduced as “innovative” already existed — and were mature — in Ab Initio long before they became industry buzzwords. This post isn’t about fanboyism. It’s a perspective from someone who’s seen the nuts and bolts of how real enterprise-scale data processing works, and how underappreciated Ab Initio really is. Partitioning in Hadoop? Great. But Ab Initio had it long before the big data wave hit. The platform's Co>Operating System supports native massively parallel processing (MPP), with built-in strategies like: Round-robin partitioning Key-based partitioning Broadcast or replicated p…  ( 4 min )
    How to Fix Side Effects Between Jest Tests in TypeScript
    Introduction When working with Jest in a TypeScript environment, particularly with mocked functions, you may encounter issues where one test affects another. This problem often arises when mocking is not properly reset, leading to test interference. In this article, we’ll explore why this side effect occurs and provide you with effective solutions, especially in your example involving test cases for the loginPagePresenter. Understanding the Side Effect In your case, the issue stems from the way Jest mocks the apiGateway.post function. When one test modifies the mocked implementation but fails to reset it afterward, it can inadvertently influence subsequent tests. Jest mocks maintain their state across tests unless specified otherwise. This can lead to unexpected results, especially in scen…  ( 4 min )
    Modern CSS Spritesheets with Native HTML Elements
    The common approach to using sprite sheets involves applying CSS classes with pre-calculated coordinates to control the positioning within the sheet. This typically relies on background-image, which does not natively support features like alt text or lazy loading that come built-in with elements. Additionally, using can improve accessibility and semantics depending on how the image is used. This approach builds upon an article on css-tricks, and expands it by introducing scaling of the individual sprites. Skip to Codepen Demo object-fit: none and object-position: x y allow us to select specific areas of an image which is the basis of this idea. The object-position values need to be pre-calculated, just like in the class-based approach. This could be stored as an object literal…  ( 5 min )
    Prompt Engineering
    💡 Think about Inputs and Outputs.... If the Input is confused one, the Output will also be a confused one. So, to get a good Output from anything there must be a good Input. ➡️ What is the Prompt Engineering ? Simply, It is the skill of writing effective and clear instruction (effective and clear prompt) for AI tools like ChatGPT / Claude / Google Gemini.. to get the best Results 🡺 ex ): When we want to get a story using AI tool , prompt 1 -: " Give me a story " prompt 2 -: " Write a 10 sentence story about two best friends in a Consider these two prompts ; prompt 1 - - 👎 [ bad prompt ] prompt 2 - - 👍 [ good prompt (not bad) ] There are not even basic instruction in prompt 1. What is this story about ? What is the purpose of story ? How many sentences or words do you need for the story ? So we won't get a good output using this prompt (prompt 1). ➡️ How to write a clear and effective prompt for AI tools ? These are written under some Models. One of them is shown bellow ⭐ RACEC Model Role - Define the role or persona of the chatbot ex : Think like this.. / Act as that person... Action - Explain as you give instructions to an assistant ex : Write and essay, letter ,email / Analyze this sales data. Context - What is the Target Audience ex : write to university professor Examples - Using examples for your prompt Constraints and Formatting - Explain what are the necessary and 📁 By using models like RACEC, you can structure your prompts to be more effective, creative, and useful !!!  ( 3 min )
    Hoisted and Confused? Let’s Decode JavaScript’s Scope Magic
    JavaScript isn't broken — but if you've ever wondered why a variable returns undefined or a function throws an error before it's even called... you're not alone. Many developers hit weird bugs due to scope and hoisting without realizing what's really going on. I just dropped a post that breaks down: Why var, let, and const behave so differently How JavaScript really handles function and block scopes What hoisting actually does (and doesn’t) How to write bug-free, predictable code If you've ever thought “JavaScript makes no sense”, this post is for you. 👉 I wrote the full breakdown here: Understanding JavaScript Scope and Hoisting: A Beginner to Intermediate Guide  ( 3 min )
    Java Script Engine(How JS Works Behind The Scenes The Engine)
    ** **A JavaScript engine is the core software component that executes JavaScript code, typically as part of a web browser or runtime. Modern engines are highly optimized and use Just-In-Time (JIT) compilation to improve performance . For example, Google’s V8 engine (written in C++) drives Chrome and Node.js, while SpiderMonkey runs in Firefox, JavaScriptCore in Safari, Chakra in (legacy) Edge, and Hermes in React Native. Each engine implements the ECMAScript standard (the formal spec for JavaScript) and often also supports WebAssembly execution in the same sandbox . This means JavaScript engines are critical for making web pages responsive and fast, and even power serverside Node.js apps and desktop frameworks like Electron . How JavaScript Engines Work JavaScript engines transform source …  ( 9 min )
    Setting Up Kubernetes: A Technical Guide to Dependencies Installation and Setup
    Kubernetes has revolutionized the way we deploy, manage, and scale containerized applications. However, before diving into its powerful orchestration capabilities, setting up the dependencies correctly is crucial. In this guide, we'll walk through the essential dependencies required to run Kubernetes, covering local setup with Minikube and installation of kubectl. Understanding Kubernetes Setup Kubernetes is not just a tool—it is a framework that provides a collection of utilities to deploy applications effectively. Unlike traditional cloud infrastructure tools, Kubernetes enables you to fully own and manage your remote machines with the following tasks: Creating clusters and nodes (Master & Worker nodes). Setting up Kubernetes services like API Server, kubelet, and other components. …  ( 4 min )
    Mocking localStorage in Jest (w/o breaking your brain 😂)
    This guide is for a TypeScript setup. If you're using plain JavaScript, you'll still find it helpful, just tweak the type-y bits! Install dev deps npm install --save-dev jest ts-jest @types/jest jest-localstorage-mock Update jest.config.js // jest.config.js module.exports = { preset: "ts-jest", testEnvironment: "jsdom", setupFilesAfterEnv: ["jest-localstorage-mock"], // …other config… }; Write tests describe("localStorage mock", () => { beforeEach(() => localStorage.clear()); it("stores and retrieves a value", () => { localStorage.setItem("key", "value"); expect(localStorage.getItem("key")).toBe("value"); }); // …more tests… }); Ever had a test accidentally wipe out your real browser data? Or tests fail intermittently because of leftover localStorage? I have, an…  ( 4 min )
    Ditching Postman: Why and How I Transitioned to Bruno
    As a developer who regularly works with APIs, Postman has been the go-to choice for testing, documenting, and sharing across teams. However, over time, I began to feel the bloat. Postman became increasingly heavy, slow to start, and frustrating to use in version-controlled environments. That's when I discovered Bruno: a lightweight, open-source API client aiming to take on Postman's heavyweight legacy. In this article, I'll walk you through why I made the switch from Postman to Bruno, what the transition looked like, and how my workflow has improved. Needing no introductions, Postman is undoubtedly a powerful tool. But with power often comes weight: Resource Heavy: Postman's Electron-based architecture makes it noticeably slow and memory-hungry. Git-Unfriendly: Collections are stored in a…  ( 5 min )
    In the Programming World, There Are SIMPs Too
    Let’s talk about something nobody puts on the shiny LinkedIn posts: there are SIMPs in tech too. And no, I’m not talking about romantic simping. I’m talking about people who worship tools, companies, frameworks, or tech celebrities like they’re gods — and lose all critical thinking along the way. Yeah. That kind of SIMPing. The Cult of Tools You’ve probably seen it. Some new framework drops. Some company open-sources a tool. Some CEO posts a half-baked thread on X about “changing the world with AI” and suddenly... there’s a flock of devs blindly defending it like their paycheck depends on it (spoiler: it doesn’t). “X framework is the future! Everything else is trash!” “If you’re not using Y, you’re falling behind!” “Z founder said it, so it must be true!” Bro. Chill. Tools are just tool…  ( 4 min )
    Looking for Feedback on My Dev Portfolio
    I'm relatively new to front end development after working in graphic design, and this is my newly finished portfolio. I know for sure that my projects can be more robust, but until they're ready I'm eager for any feedback on what I'm presenting so far, especially from more experienced developers! Check it out here  ( 3 min )
    How Manual QA Can Implement Left-Shift Testing in Frontend
    Introduction In traditional software development, testing often occurs late in the cycle, leading to bottlenecks and delayed releases. Left-shift testing is a proactive approach where testing activities are introduced earlier in the development lifecycle. While automation is often associated with left-shift testing, manual QA testers can also play a crucial role in implementing this strategy—especially in frontend development. This article explores how manual QA testers can adopt left-shift testing principles to improve frontend quality, reduce defects, and accelerate delivery. Left-shift testing means shifting testing activities left (earlier) in the software development lifecycle (SDLC). Instead of waiting for a fully developed feature, testers engage early in requirements, design,…  ( 5 min )
    Build a Food-Ordering Chatbot in 30 Minutes by .NET 10 and Azure
    Hey there, buddy! cheeseburger with extra pickles"? in just 30 minutes! Let’s go! 🍟 By the end of this guide, you’ll have a chatbot that can handle these three tasty scenarios: Ordering something straight from the menu (like a cheeseburger combo—yum!). Asking for the menu but ordering something that’s not there (sorry, no sushi here, but the bot will help you out!). Canceling an order and starting fresh (because sometimes you change your mind mid-order). Ready? Let’s roll! 🚀 Step 1: Clone the DineBot Repo (5 Minutes) First things first, let’s grab my project from GitHub. git clone https://github.com/ngtduc693/DineBot.git cd DineBot Make sure you’ve got .NET 10.0 SDK installed. This bot is built with .NET 10, so it’s a must-have Let’s get this bot chatting using the Bot Framework Emulator—a super handy tool to test bots locally. It’s like having a mini restaurant right on your laptop! Install the Emulator: Download the Bot Framework Emulator here. Pick the latest version for your OS (Windows, Mac, or Linux). Back in your terminal, inside the DineBot folder, run: dotnet run You’ll see some magic happen in the terminal, and the bot will start listening at http://localhost:3978/api/messages. Keep this URL handy—it’s where your bot lives! Connect the Emulator to Your Bot: Open Bot Framework Emulator and click Open Bot then paste the URL: http://localhost:3978/api/messages Scenario 1: Ordering Something on the Menu Scenario 2: Asking for the Menu but Ordering Something Not Available Scenario 3: Canceling an Order and Starting Fresh  ( 5 min )
    4 Best Frontend Frameworks in 2025: Which One Should You Choose?
    Choosing the right frontend framework for development in 2025 is of utmost importance. Performance, scalability, and developer experience will be key criteria in selecting any development tool. This article compares four hot front-end technologies, React, Angular View, Svelte, and Qwik, so that you can make an best choice. Key Features and Strengths Component-based architecture Huge Ecosystem with Rich Libraries and Tools. Strong Community Support and Corporate Backing (Meta) When to Use React in 2025 Due to its stability and widespread adoption, React is still the first choice for big enterprise applications. With the advent of React Server Components and continuous enhancements to concurrent rendering, React now holds more power than ever. Performance, Scalability, and Ecosystem Amazing for large-scale applications. Strong supports Server-Side Rendering (SSR) and Static Site Generation (SSG). Great ecosystem Next.js, Remix, and React Native. Vue.js: The Developer-Friendly Choice Key Improvements in Vue 3+ The ability to be reactive with a composition API. Optimized performance with tree-shaking. The greater TypeScript support. Best Use Cases and Real-World Examples Vue is a solution framework that can be usable to all medium-sized projects that require a good-performing framework but are very easy to learn and use. It is also well used at PWAs and SPAs. Svelte: The Future of Reactive UI? Performance Benefits and Simplicity Minimal runtime overhead Higher execution and loading speed Readable and simple syntax Adoption Trends in 2025 Svelte is increasing in popularity with developers who value performance and simplicity. It is a great fit for speed-critical applications. Qwik: The New Performance King? Read more....  ( 4 min )
    How to Create Unique ASCII Art Boxes with Background Colors
    Introduction Creating visually appealing ASCII art boxes with distinct background colors can pose a unique challenge for web developers. Traditional methods often involve using multiple div elements to simulate intricate boxes, which can be cumbersome and inefficient. In this article, we'll explore a more effective way to design ASCII art boxes that not only enhances visual appeal but also offers you the flexibility to create varied shapes and sizes effortlessly. Why Traditional Methods Are Limiting Many developers resort to using two overlapping div tags to create the illusion of a colored background within an ASCII box. While this method can work, it often complicates the implementation. Adjusting the size of each box requires recalibrating both divs, which is not only tedious but can le…  ( 5 min )
    Everyone is working on something, and most time we work too hard only to realize that whatever we are building is already outdated or not right for the market. How do you define what is right to build and when to build? Read my thoughts.
    What Are You Building? Scofield Idehen ・ May 12 #programming #webdev #beginners #productivity  ( 3 min )
    How JavaScript helped me find a Car
    I'm looking for a Jetta, and of course, I want to make sure I get the best option. Instead of manually checking car dealers' websites, I'm writing ETLs to collect car data, save it as JSON, and use a Next.js app to display the results. I'm going to write one ETL (Extract, Transform, Load) per website (source). This step involves opening the website and retrieving the data. Sometimes it's in HTML, sometimes in JSON. I'm interested in the following properties: title price year link vin mileage Each website may have a different structure, but the goal is to extract these values. For this demo, I'm keeping it simple by saving a JSON file per site. In a real-world setup, the data would be stored in a database. This script will combine all the JSON files into a single one, simulating what a da…  ( 4 min )
    STON.fi vs SWAP.COFFEE☕️ — Which One’s for You?
    ☕️ SWAP.COFFEE — More Control, Lower Fees Liquidity Aggregator: Connected to DEXs like STON.fi, ensuring the best rates. 🔗 swap.coffee 💎 STON.fi — Fast, Simple, and Native AMM DEX: Fast swaps on the TON network. - 🔗 app.ston.fi/swap 🧠 My Thoughts: Which platform do you prefer, and why? Would love to hear your thoughts!  ( 3 min )
    The Ultimate Beginner’s Guide to Becoming a Developer
    Coding is no longer for computer experts alone; it has become an important skill for everyone. Whether you are interested in building fantastic websites, fantastic apps, or simply want to understand how technology operates, coding will open doors for you. But getting started can be hard. A beginner gets lost in coding languages and tools. And you don't even have to be great at mathematics to learn coding. You can learn Coding step-by-step. This guide takes you through everything you need to know to kick off coding from scratch: Why you need to learn coding. 1. Why Learn to Code? Because every app on your mobile devices, every website that you browse on your computer, and even every smartdevice within the confines of your house are examples of coding in action, then this is what, coding as an excellent skill, is worth learning for: Career Opportunities The booming tech industries in which the use of the program seems to be an all-time high towards building. Creative Freedom Want to build an app for yourself? Create a site for your business? Automate boring chores? Work from Anywhere Many coding jobs offer remote work options. 2. Choosing the Right Programming Language Most of the time, beginners end up trying to grab too many languages at once. A more recommended approach would be to start learning one language and get to know it well enough before moving on. Read more....  ( 4 min )
    How to Create an AWS Account for Individuals: A 5-Step Guide
    Amazon Web Services (AWS) is one of the most powerful cloud platforms in the world, enabling individuals and businesses to run everything from simple websites to complex machine learning applications. If you're just starting your cloud journey, the first step is setting up your own AWS account. This blog will walk you through how to create an individual AWS account in just five simple steps. 🚀 Step 1: Visit the AWS Sign-Up Page AWS homepage and clicking on the "Create an AWS Account" button. personal email address that you have access to, as AWS will send important communications and verification emails. 👉 Tip: Use an email you plan to keep long-term, especially if you want to build a portfolio or work on certifications. 🧑‍💻 Step 2: Enter Personal Account Details Choose "Personal Accou…  ( 4 min )
    MVP in 2 Days: Hype or Real Deal&?
    Hello everyone! MVP in 2 Days: Hype or Real Deal?” that dives into one of the buzziest (and most misunderstood) claims in the startup world: Join us to hear from founders, investors, and tech leaders as they unpack real stories and hard-won lessons from building MVPs fast - and what “fast” really means. 📅 May 22 - 5 pm CEST / 10 am CDT, Online We’ll have a live Q&A and share an insight-packed guide and exclusive community perks. Save your spot: https://lu.ma/27jb3i9n We’d love to see you with us🤗  ( 3 min )
    Why Programming Languages Feel Like Pokémon
    Take this as GIFT : The Evolution of Hacking: From Phone Phreaking to AI Attacks And this : The Forbidden Programming Techniques They Don’t Teach You Learn the programming secrets they don’t teach you in school. Master these techniques, and you’ll be ahead of the pack in no time. Just it, Enjoy the below article.... Imagine programming languages were Pokémon. Yep, weird little creatures you catch, train, and sometimes abandon when a cooler one shows up. Let’s dive into this world where Python is Pikachu, and languages like COBOL are the forgotten fossils you find in a cave somewhere. Python: The Friendly Starter Pokémon Python is that helpful friend who never yells at you for making mistakes. It reads like English, and it's the reason so many kids and beginners get hooked on coding. …  ( 6 min )
    Build a Web Dev Business With Just React
    🎁 Kickstart Your Next Big Project with These GIFTS 🚀 Python Directory Website (650+ Resources) 🚀 JavaScript Directory Website (750+ Resources) 🚀 GoLang Directory Website (2700+ Resources) Each of them is Astro Static Dev. Full-Stack Site 👉 Perfect for indie hackers, developers, and solopreneurs looking for plug-and-play websites you can turn into products, experiments, or profitable tools. Have you ever wondered if your React skills could pay your bills? Spoiler: they absolutely can. how to turn React into a business, one project at a time—without needing VC money, a co-founder, or even clients. Most developers know how to build apps—but they don’t know what to build or how to sell it. Let’s fix that with a simple formula: React Skills + Directory Model = Cash-Flow Micro-Business …  ( 7 min )
    30+ Github Repo For your Next Project | Gittech May 11, 2025
    🎁 Kickstart Your Next Big Project with These GIFTS 🚀 Python Directory Website (650+ Resources) 🚀 JavaScript Directory Website (750+ Resources) 🚀 GoLang Directory Website (2700+ Resources) Each of them is Astro Static Dev. Full-Stack Site 👉 Perfect for indie hackers, developers, and solopreneurs looking for plug-and-play websites you can turn into products, experiments, or profitable tools. 🔗 Website: Available Here 📂 GitHub Repository: https://github.com/inercia/mcp-cli-adapter 📅 Released On: 5/11/2025, 10:30:00 PM 🗣 Join the discussion on GitHub Discussions 📢 Report issues or contribute at GitHub Issues Check it out! 🔗 Website: Available Here 📂 GitHub Repository: https://github.com/LoamStudios/zed-mcp-server-github 📅 Released On: 5/11/2025, 9:08:28 PM 🗣 Join…  ( 10 min )
    MySQL vs MongoDB for SaaS: Which Database Should You Choose in 2025
    For a SaaS (Software as a Service) product, choosing between MySQL and MongoDB depends heavily on the type of data, scalability needs, and how the app works. Use Case Recommendation Traditional SaaS (multi-tenant, structured data, relational) ✅ MySQL Flexible, unstructured, dynamic data (e.g., user-generated content, document-heavy) ✅ MongoDB Feature MySQL (Relational) MongoDB (NoSQL Document) Data Structure Tables, Rows, Foreign Keys (SQL) JSON-like Documents (BSON) Schema Fixed schema (strong structure) Schema-less (flexible) Joins & Relationships Native support Complex joins are harder Transactions Strong ACID support ACID (limited or requires special setup) Scalability Vertical + Read replicas Easily horizontally scalable Performance Great for complex queries, joins Fast for large, flexible datasets Multi-Tenancy Support Very strong (tenant per row, schema, DB) Requires thoughtful design MySQL: SaaS with complex relational data (users, roles, payments, subscriptions). Requires data integrity and transactions (e.g., financial systems). Example: B2B CRM, ERP, Invoicing software. Strong multi-tenant support using shared schema with tenant_id. MongoDB: SaaS with highly dynamic or nested data, like CMS or analytics dashboards. You don’t rely heavily on relationships or joins. You need to store flexible documents per user. Faster iterations and schema evolution. SaaS Type Best DB Project Management Tool (tasks, users, teams) ✅ MySQL CMS/Blog Platform ✅ MongoDB Analytics or IoT Dashboard ✅ MongoDB Accounting / Billing SaaS ✅ MySQL Chat/Messaging SaaS ✅ MongoDB (with Redis/Cache) Some large SaaS companies use both: MySQL for core user/accounts/transactions. MongoDB or ElasticSearch for logs, analytics, unstructured content. If you are: Building a structured SaaS with users, payments, plans, etc. → go with MySQL Building a dynamic content-based platform or analytics service → go with MongoDB  ( 3 min )
    When Your Login Page Becomes the Frontline: Lessons from a Real-World enumeration attack
    As an IAM SaaS company, our work often remains in the shadows—until something goes wrong. Today, I want to shed light on how we handle security at the very first layer all IAM systems have: the login page. Specifically, I’ll walk you through an incident we managed at Cloud-IAM, where we provide a managed Keycloak solution, and share some insights on securing authentication systems against evolving enumeration attack threats. Many of our clients are tech enthusiasts and small companies that want to avoid the complexity of configuring and maintaining Keycloak. Our larger clients, on the other hand, demand resilience. However, resilience is often measured in terms of Monthly Active Users (MAUs), without fully considering the exposure of their service. For example, take two hypothetical compa…  ( 6 min )
    How to Fix JWT Signature Validation Errors in C#
    When working with JWT authentication in C#, you might encounter a common issue: the token signature validation fails due to a missing 'kid' (Key ID) in the header. This issue often surfaces when using the HS256 algorithm without a kid component, particularly when your token is validated against a set of keys that do not match. Understanding JWT Tokens and Signature Validation JWT (JSON Web Token) is a widely used token format for secure communication between parties. A JWT typically consists of three parts: header, payload, and signature. The header contains information about how the token is signed, including its algorithm and, optionally, a 'kid' if multiple signing keys are involved. In situations where the 'kid' is missing, the application may not be able to match the signing key prope…  ( 4 min )
    Beyond the Stars: The Euclid Space Observatory and its Quest to Map the Universe
    “Europe’s new space telescope will create a 3D map of the cosmos to explore the effects of dark energy.”– Korey Haynes In one of my earlier blogs, we spoke about the James Webb Space Telescope and how it is changing our understanding of the universe. If you think the JWST was cool, check this out 👉 The Euclid Space Observatory. Launched on the first of July, 2023, this telescope had a mission — to map the universe. This educational marvel was released by the European Space Agency (ESA), from Cape Canaveral, Florida. Researchers created it to map at least one-third of the cosmos, capturing data up to 10 billion light-years away. In simple terms, the purpose of making the space observatory was to map the geometry of space. Euclid is set out to answer the mind-boggling question of dark energ…  ( 4 min )
    Today I learned about FlexGrid Layout in HTML
    "FlexGrid" is commonly used to describe a grid layout. Why Use a FlexGrid? --A FlexGrid layout is: Responsive by default – it adapts to different screen sizes. Whether you're building a portfolio, product cards, or a blog post layout, FlexGrid is a smart, lightweight option. --HTML structure for FlexGrid Layout: div class="flexgrid"> Post 1 A FlexGrid layout is a clean, efficient way to create responsive web designs using just HTML and CSS.  ( 3 min )
    Why Managed Side Effects Are a Deliberate Design Decision in Elm
    Elm is renowned for its commitment to reliability and predictability in web applications. One of the key design decisions behind Elm’s success is its strict enforcement of managed side effects. Unlike many other languages where developers can introduce side effects at will, Elm mandates that all interactions with the outside world be handled only through its controlled mechanisms. This deliberate choice helps maintain purity, consistency, and overall code health. In this post, we’ll explore: What side effects are and why arbitrary side effects can be problematic. The advantages of Elm’s enforced, managed approach. How Elm implements this design with Commands (Cmd) and Subscriptions (Sub). Real-world scenarios that benefit from this disciplined strategy. A pure function is one that always p…  ( 6 min )
    The Rise and Fall of Comet ATLAS
    “An icy visitor flames out in dramatic fashion”– Sean Walker A comet is a small icy object that orbits the Sun. It’s made of dust, rock, and frozen gases (like water ice, carbon dioxide, and more). I’m sure that everyone’s familiar with this definition of a comet, but today we’re not talking about comets in general but a specific one — ATLAS! Comet ATLAS or C/2024 G3 was named after ATLAS- Asteroid Terrestrial-impact Last Alert System, which was the first to discover it. Comet ATLAS was a 19th-magnitude object. To explain, the magnitude of an object measures its brightness. The brighter the object the lower the number. The comet is also described as having a diffuse coma and a short tail. A coma is a cloud of gas and dust that forms around the nucleus of a comet upon receiving heat from th…  ( 4 min )
    File Read & Write
    In Java, file reading and writing can be done efficiently using buffered streams, readers, and writers. Here's a short explanation with examples: 1. Buffered File Reading (Using BufferedReader) Buffers data for efficient reading (instead of byte-by-byte). import java.io.BufferedReader; import java.io.FileReader; import java.io.IOException; public class ReadFile { public static void main(String[] args) { try (BufferedReader reader = new BufferedReader(new FileReader("file.txt"))) { String line; while ((line = reader.readLine()) != null) { // Reads line-by-line System.out.println(line); } } catch (IOException e) { e.printStackTrace(); } } } 2. Buffered File Writing (Using BufferedWriter) Buffers data for efficient writing. import java.io.BufferedWriter; import java.io.FileWriter; import java.io.IOException; public class WriteFile { public static void main(String[] args) { try (BufferedWriter writer = new BufferedWriter(new FileWriter("output.txt"))) { writer.write("Hello, Java!"); writer.newLine(); // Adds a newline } catch (IOException e) { e.printStackTrace(); } } } 3. Key Classes Class Purpose FileReader / FileWriter Reads/Writes characters (text files). BufferedReader / BufferedWriter Wraps readers/writers for buffered I/O. FileInputStream / FileOutputStream Reads/Writes bytes (binary files). Scanner Alternative for reading text (e.g., new Scanner(new File("file.txt"))). 4. Try-with-Resources Automatically closes files (no need for finally blocks). Used in the examples above (try (BufferedReader ...)). When to Use? Use BufferedReader/BufferedWriter for text files. Use FileInputStream/FileOutputStream for binary files (images, etc.). Use Scanner for parsing structured text. Let me know if you'd like a deeper explanation! 🚀  ( 3 min )
    The Fermi Paradox
    It was a busy day at the Los Alamos National Laboratory in New Mexico. Enrico, the Italian American main character of our story, finally got some free time to get lunch with his colleagues. Forcing his mind into the conversation his mates- Emil, Helbert, and Edward were having, he realizes they were talking of the existence of the unknown. His mind races as he blurts out… “Where is everybody?” -– Enrico Fermi, physicist, 1950 Have you had that eerie feeling when home alone? At first, you’re excited that there is no one to boss you around, you have free will to do pretty much anything, but a couple hours in- the dead silence sinks in. Previously seen in my blog- The Search for Life: The Unlikely Chance of Being Alone in the Vast Universe. We talked about some statistical facts about aliens.…  ( 4 min )
    Untitled22
    Check out this Pen I made!  ( 2 min )
    The Art of Deep Comparison in JavaScript (No Loops Required!)
    ✅ Understanding the Goal You're being asked to implement a function called deepEqual(valueA, valueB) that checks if two values (which can be primitives, objects, or arrays) are deeply equal. The keyword here is deep, this means we can’t just check equality on the surface (like ===), especially for things like objects and arrays. We need to go into nested levels and check if all elements or properties match recursively. 🧠 Think Like This, Before you jump into code, ask yourself questions like: -> What types of values can valueA and valueB be? -> How do I handle primitive types vs arrays vs objects? -> What does it mean for arrays or objects to be “equal”? -> Should I use recursion? 🤔Design Your Thinking Strategy: Base case: If a === b, return true. Type check: If types differ, return false. If both are arrays: Check length. Recursively compare each element. If both are objects (but not arrays): Compare keys. Recursively compare each corresponding value. Otherwise: return false. 🔁 Why Recursion? Why Loops Alone Aren’t Enough? A simple for loop works great when you're comparing flat structures, like two arrays of numbers. But when the data can go many levels deep , arrays inside objects inside arrays, etc. you’d need: a loop inside a loop inside a loop... 😵 or a smarter approach that can handle any depth That’s Where Recursion Shines. Recursion is perfect for tree-like or nested structures, because you can say: “If the current level is an array or object, go deeper and run the same logic again.” So your function ends up being clean and adaptable to any depth. ⚡️Implementation of the deepEqual function using recursion: With a clear understanding of recursion and careful handling of data types, you now have a robust deepEqual function that can accurately compare even the most nested structures, a must-have tool in any JavaScript developer's toolkit.  ( 3 min )
    Why Netflix Doesn’t Trust Auto-Increment IDs: The Untold Power of UUIDs in a Distributed World
    At first glance, an ID might seem like the most boring part of your application. It's just a unique identifier, right? But if you're building systems that scale - across regions, across teams, across microservices - your ID generation strategy can be the silent hero or the hidden landmine. And that’s exactly why companies like Netflix, Twitter, Stripe, and Shopify have ditched traditional auto-incrementing IDs in favor of UUIDs and Snowflake-like systems. Let’s explore why UUIDs are not just random gibberish, but a critical architectural decision in high-scale systems - and what lessons we can steal from the giants. Auto-incrementing integers are deceptively simple and convenient. They work great when: You have a single database. You can guarantee a single source of truth. You're not worri…  ( 5 min )
    What Are the Differences Between Variable Definition, Initialization, and Assignment in C++?
    When reading discussions about C++ variable definitions and their associated rules, it’s essential to understand the distinctions between variable definition, initialization, and assignment. Each concept plays a crucial role in how variables behave within C++ code, and knowing these differences can significantly enhance your programming efficiency. Let's delve deeper into variables in C++ and clarify these terms with examples. Understanding Variable Definition In C++, variable definition is the process of declaring a variable to let the compiler know the variable’s type and its name. For instance: int x; // Variable definition Here, int x; tells the compiler to reserve space in memory for an integer variable named x. However, at this point, x does not hold any value; it’s simply defined. …  ( 5 min )
    Google’s “Desktop View” Might Just Kill Samsung DeX
    Google is testing a new “Desktop View” mode in Android — and it’s more than just screen mirroring. We’re talking about taskbars, resizable windows, mouse support, and full-on multitasking. Basically, a PC layout powered by your phone. If this rolls out, it could mean you won’t need a Samsung device to get that DeX-style desktop experience. Hidden taskbar (like Windows or ChromeOS) Drag-and-drop between apps Resizable, windowed apps Smooth support for external monitors Mouse + keyboard ready It’s currently tucked away in Android beta builds, but signs suggest Google is moving fast with this. Samsung DeX gave us a glimpse of mobile desktop computing. But now Google is building something native — possibly for all Android phones. That means more freedom for users, especially those who want to work on the go with just a phone and a screen. This could shift how we think about smartphones in workspaces. Google’s Desktop View: Turning Phones Into Pocket PCs  ( 3 min )
    Meet Mallient – The email client built for productivity, privacy, and teams
    I’m excited to share something we’ve been working on for the past few months: Mallient, a modern, secure email client built from the ground up to help professionals and teams stay productive — without sacrificing control. Why We Built Mallient We wanted something different: Fast, focused inboxes. Smart organization (without training filters). Full control over security and data. Something we’d actually enjoy using every day. So we built Mallient — a fresh take on email.  ( 3 min )
    Warehouse Security with IoT and Automated Fence Systems
    In today's fast-paced logistics and supply chain environments, warehouse security is no longer just about locked doors and on-site guards. With the rise of the Internet of Things (IoT), securing storage spaces and logistics hubs has become more intelligent, responsive, and automated. In this post, we'll explore how IoT technologies and automated fence systems are revolutionizing warehouse security, and why integrating smart sensors, surveillance, and physical barriers is essential in modern infrastructure. Warehouses are high-value targets for theft, vandalism, and unauthorized access. With growing inventories and around-the-clock operations, ensuring the safety of goods, equipment, and personnel is critical. Traditional security measures are often reactive, relying on surveillance and hum…  ( 5 min )
    Google Agent Development Kit (ADK) Introduction (2): Building a Multi-Agent Meeting Scheduling System
    Learning Objectives Master Tool Development and Integration Patterns: Learn how to design, implement, and integrate multiple tools within a multi-agent architecture. Implement Complex Task Decomposition and Execution: Break down complex tasks like meeting scheduling into multiple steps, executed collaboratively by different agents. API Permission Management and Error Handling: Understand Google Calendar API permission application, token management, and common error handling strategies. Technical Breadth: Compare Google ADK with OpenAI Function Calling for multi-step task planning. This project uses the Google ADK (Agent Development Kit) multi-agent architecture, breaking the meeting scheduling process into three specialized agents: Validator Agent: Validates attendee email formats Sche…  ( 5 min )
    How to Properly Create a Text File with ANSI Encoding in C#?
    Creating text files with specific encodings in C#, particularly ANSI encoding, can sometimes lead to confusion, especially when the output doesn't appear as expected. If you are observing that your file is being saved in UTF-8 encoding instead of ANSI (Windows-1252), let’s explore how to correctly create text files with ANSI encoding in C#. Understanding Encoding in C# When working with text files in C#, it's essential to choose the right encoding. ANSI encoding refers to a legacy encoding standard which, in the context of Windows, often maps to Windows-1252. Notably, the } Registering the Code Pages Encoding Provider Prior to .NET Core 3.0, it was necessary to register the CodePagesEncodingProvider to access ANSI encodings like Windows-1252. You have correctly included the line: Encoding.…  ( 4 min )
    Convertir elementos usando map en Java
    En el post anterior analizamos la conversión de bucles con condicionales de un estilo imperativo a uno funcional. En este post veremos cómo convertir una iteración que transforma datos a un estilo completamente funcional. Además, también refactorizaremos el código que combina la transformación de datos con el código que filtra a partir de una condición antes de realizar cualquier transformación. Siempre que transformamos datos dentro de un bucle, podemos usar el método map() de Stream Consideremos el siguiente ejemplo donde se itera una colección y se realiza una transformación de sus elementos. List names = Arrays.asList("John", "Jane", "Robert", "Rachel"); for (String name : names) { System.out.println(name.toUpperCase()); } En cada paso de la iteración, la variable name se…  ( 5 min )
    How to format dates in JavaScript: Methods, libraries, and best practices
    Written by Paul Akinyemi✏️ JavaScript date handling presents challenges that can impact application reliability. This guide examines native Date API capabilities alongside specialized libraries, providing practical examples and performance metrics to inform your implementation decisions. You'll learn when to use built-in methods versus external libraries, how to properly handle localization and time zones, and how to avoid common date-related pitfalls in your projects. Before formatting a date for display, you need to understand the format in which you receive it. Here are the three most common formats, each of which displays the same date and time: ISO 8601 strings (standardized and directly consumable by new Date()) — "2025-02-18T14:30:00.000Z" Unix timestamps (numeric representati…  ( 11 min )
    What is Machine Learning? A Beginner’s Journey Through the World of Smart Algorithms
    Imagine you're trying to teach a child how to recognize fruits. You show them dozens of apples, bananas, and oranges, telling them the name of each fruit. Over time, the child learns to distinguish between them, even when they see new fruits for the first time. This, in a way, is what Machine Learning (ML) is all about—teaching machines to learn from data and make decisions or predictions without being explicitly programmed. 🧠 So, What Is Machine Learning? At its core, Machine Learning is the art and science of solving problems by learning from data. We start with a problem, gather data related to it, and then use algorithms to build a statistical model that can make sense of new, unseen data. But ML isn’t one-size-fits-all. There are several ways to teach a machine, depending on what k…  ( 4 min )
    🎉 Build Your Own Chat MCP Client with Next.js⚡
    Tired of building the same styled AI chatbot applications with Next.js? 😪 I bet you are, but how about building an MCP-powered chat app that connects with both remote and local MCP servers? If this sounds interesting, stick with the blog, and we’ll build a super cool MCP-powered AI chatbot with multi-tool calling support, somewhat similar to Claude and Windsurf, together. Let’s jump right in! In this easy-to-follow tutorial, you’ll learn how to build your own chat AI-powered MCP client with Next.js that can connect to both remote and locally hosted MCP servers. What you will learn: ✨ What is MCP? How to build a Next.js chat MCP client application How to connect the MCP client with Composio-hosted MCP servers How to connect the MCP client with local MCP servers 💁 Before we start building…  ( 13 min )
    Read PDF Metadata in C# Using .NET REST API for Better Document Insights
    Extracting hidden metadata from PDF files is often a vital task in enterprise settings, particularly for data audits, content classification, and compliance purposes. With the GroupDocs.Metadata Cloud .NET SDK, developers can effortlessly retrieve PDF metadata programmatically using minimal C# code. There's no need for complicated dependencies or manual inspections — just straightforward, reliable access to document properties via a secure .NET REST API. Whether you're developing a digital archiving solution, incorporating document processing features into your web application, or setting up a security mechanism to identify metadata leaks, this SDK facilitates PDF metadata reading in .NET with unmatched precision and efficiency. It enables the extraction of metadata information, creation/m…  ( 4 min )
    Can You Use Else If Without Else in JavaScript?
    When you're learning JavaScript, you might find yourself questioning the syntax and structure of conditional statements, particularly if you can utilize 'else if' without including an 'else'. The answer is yes! Let's delve deeper into this topic and clarify how 'else if' can be used independently of 'else', as well as explore some best practices in conditional statements. Understanding If Statements in JavaScript In JavaScript, conditional statements form the backbone of controlling the flow of your code. The primary syntax for an if statement is as follows: if (condition) { // code to execute if condition is true } else { // code to execute if condition is false } However, as you mentioned, the use of 'else if' allows for multiple conditions to be checked sequentially. Here’s the…  ( 5 min )
    Intro to Machine Learning: A Practical Guide for Curious Coders
    TL;DR Machine Learning (ML) lets software spot patterns in data and make predictions on brand‑new inputs. auto‑completed a sentence filtered spam asked a voice assistant to play a song on Spotify …you’ve benefited from ML. We'll focus on supervised learning (predicting a target value given labeled examples). Tool Why you need it Install Python ≥ 3.10 The lingua franca of ML brew install python or https://python.org pandas Data wrangling swiss‑army knife pip install pandas scikit‑learn Classic ML algorithms & utilities pip install scikit-learn Jupyter / VS Code Notebooks Interactive coding & charts pip install notebook or VS Code Python ext matplotlib Lightweight plotting pip install matplotlib Tip: If you’re on Windows, install WSL 2 + Ubuntu and run everything in a Li…  ( 9 min )
    Building Virtus: How I Fine-Tuned a Vision Transformer to Spot Deepfakes
    This project started out as a hackathon idea — we wanted to create a practical tool that could detect deepfakes in images with high confidence. The goal? Build a complete multi-model deepfake classification framework that doesn’t just sound cool, but works. We named the image model Virtus (because hey, if you're fighting fakes, might as well sound noble). I handled the image classification side & devops while others tackled video detection, frontend/backend. This post dives into how I built and trained Virtus: the thinking behind the model choice, dataset, training strategies, evaluation, and pushing it to Hugging Face. I’ll also sprinkle in some tips and lessons I picked up along the way — stuff I wish I knew before starting. Want to skip the reading and jump straight into the code? Here'…  ( 9 min )
    Google Translate Alternatives: Exploring the Best Translation Tools for Every Need in 2025
    When it comes to breaking language barriers, Google Translate has long been the go-to choice for casual users and professionals alike. However, as language translation needs have grown more nuanced and specialized, so has the demand for tools that offer greater accuracy, context awareness, privacy, and collaborative capabilities. Whether you're part of a global enterprise, a localization specialist, or just someone who needs more than basic translations, exploring the best Google Translate alternatives can open new doors. Leading the pack among Google Translate alternatives is Pairaphrase, a web-based Translation Management System (TMS) designed for teams that value faster, smarter, and safer translation. The ongoing debate of Microsoft Translate vs Google Translate often centers around …  ( 6 min )
    Login page using HTML AND CSS
    Document *{ padding: 0; margin: 0; } /* Element selector */ body { height: 100vh; background: linear-gradient(to right, rgb(86, 163, 240), rgb(239, 106, 223)); display: flex; justify-content: center; align-items: center; } /* Class selector */ .login-box{ background-color: white; padding: 40px; border-radius: 10px; max-width: 350px; } .login-box h2{ text-align: center; margin-bottom: 20px; …  ( 3 min )
    Tired of using pprint to debug nested lists? Try visual structure tracing.
    When your data grows beyond a toy example, pprint starts to break. You see cut-off arrays. Flattened hierarchies. Lost context. And worst of all? Hidden bugs buried under “pretty” formatting. That’s why I created SetPrint — a Python library that shows structure, not just values. ✅ Side-by-side comparisons: pprint / setprint ✅ Real-world examples: image data, confusion matrices ✅ Benchmarks + 5 must-know tips for structured debugging Want to see it in action? Try this demo notebook — no install needed. (To use Colab, a Google account is required.) Google Colab 1. Visual Comparison — pprint vs setprint data = { "users": [ {"name": "Alice", "scores": np.array([95, 88, 76])}, {"name": "Bob", "scores": np.array([72, 85, 90])} ], "meta": {"c…  ( 5 min )
    How to Fix SendGrid Email Sending Issues in C#
    Introduction Are you having trouble sending emails using the SendGrid API in your C# application? You are not alone! Many developers encounter errors when trying to implement email functionality with SendGrid, even when following the official documentation. In this article, we will explore a typical issue that arises while using SendGrid in a console application and provide a step-by-step solution to get your email sending smoothly again. Understanding the Issue Often, when developers integrate services like SendGrid, errors stem from common issues such as incorrectly set API keys, improper usage of asynchronous code, or problems in sending email addresses. The error might involve status codes that indicate authentication failure or other warnings. In your case, without delving into specif…  ( 4 min )
    Web Development Trends in 2025
    In 2025 the web development landscape is evolving at a breakneck pace. New technologies are emerging, user expectations are shifting, and developers are racing to keep up. Based on insights from industry leaders here are the top trends that are shaping the future of web development. Whether you're a seasoned developer or just starting out, these trends will help you stay ahead of the curve. Artificial Intelligence is no longer just a buzzword; it’s becoming an essential tool in the developer’s toolkit. From automating mundane coding tasks to creating personalized user experiences, AI is transforming how we build and interact with websites. Tools like GitHub Copilot and Tabnine are already helping developers write code faster, while AI-driven features like chatbots and predictive analytics …  ( 6 min )
    I Installed Omakub Five Times So You Can Do It Just Once
    TL;DR Omakub is a tool to turn a fresh installation of Ubuntu 24.04 into a friendly system for developers new to Linux. Install it with: wget -qO- https://omakub.org/install | bash and reap the benefits! Optional directions are included for setting up VNC to connect to a remote desktop in the cloud. I have used Linux for over twenty years. I've run many distributions, including Ubuntu, Debian, Fedora, CentOS, and Arch. There are many reasons why I enjoy Linux such as package management, openness to modification, and philosophy. But this is not about me; it's about you! Linux is a great system. Ubuntu is a fantastic distribution to start with because of its ease to install and setup. It's also intuitive and easy to use, especially when coming from Windows or MacOS. It is a free (as in sp…  ( 6 min )
    [Boost]
    Building AI Voice Agents for Production Chanchal Singh ・ May 9 #ai #agentaichallenge #elevenlabs #llm  ( 2 min )
    Rybbit Analytics: The Privacy-Friendly Web Analytics Revolution!
    Quick Summary: 📝 Rybbit is an open-source analytics tool designed as a privacy-focused alternative to Google Analytics. It offers comprehensive web analytics metrics, customizable dashboards, and advanced filtering, all while ensuring GDPR and CCPA compliance through cookie-less tracking. Rybbit can be self-hosted or used as a hosted service. ✅ Easy setup and intuitive interface for quick implementation. ✅ Privacy-focused design compliant with GDPR and CCPA. ✅ Comprehensive analytics including real-time dashboards and advanced filtering. ✅ Customizable dashboards and tracking for in-depth insights. ✅ Open-source nature allows for customization and community contribution. Project Statistics: 📊 ⭐ Stars: 4745 🍴 Forks: 145 ❗ Open Issues: 28 ✅ TypeScript Hey fellow d…  ( 5 min )
    First Aid Essentials: What Climbers Should Always Carry by Mountaineering Buffs like Cesar Alcantara
    Climbing is an exhilarating outdoor activity that requires strength, skill, and preparation. While climbers focus on gear and technique, first aid preparedness is equally important. Injuries can happen unexpectedly, and carrying essential medical supplies ensures safety. A well-stocked first aid kit can make a critical difference in remote locations where medical assistance is limited. Understanding potential climbing injuries helps in selecting the right first aid items. Climbers face risks such as cuts, sprains, blisters, and dehydration. Quick and effective treatment prevents minor injuries from becoming serious. Being prepared allows climbers to respond to emergencies confidently and efficiently. Mountaineering buffs like Cesar Alcantara mention that first aid knowledge enhances overal…  ( 6 min )
    💥 Top 10 IDEs for Web Development in 2025: The Ultimate Showdown 💥
    Ready to level up your development game in 2025? 🕹️ Whether you're a seasoned developer or just starting out, the IDE (Integrated Development Environment) you choose is your ultimate weapon. But with so many powerful contenders in the ring, which one deserves your attention? Let’s dive into the top 10 IDEs that are dominating web development this year, each with its own unique superpower. Will your favorite make it to the top? Let’s find out!! Key Features: 🔥 Fast startup and smooth performance 🛠️ Git integration straight out of the box 🚀 Marketplace full of extensions for every language imaginable 💻 Multi-platform support (Windows, macOS, Linux) The Verdict: VS Code wins this round by delivering unrivaled speed and flexibility. If you're working with web technologies, it's hard to b…  ( 7 min )
    Launching Version 1.0 : AI-Powered Mock Interview Platform
    Hello everyone, Whether you're a fresher or a working professional looking to make a switch, this tool aims to make technical interview preparation more structured and accessible. Live Demo & Code Visit the Live Platform Explore the GitHub Repo . Tech Stack and Features Frontend: Built using Next.js and React Authentication: Integrated with Clerk for secure, passwordless login flows AI Engine: Powered by Gemini AI to generate mock interview questions and give feedback Payments: Stripe integration for processing secure payments in USD Database Layer: Drizzle ORM with NeonDB Styling: Responsive and modern UI using TailwindCSS Infrastructure: Fully Dockerized and deployed on Vercel Key Highlights Modular architecture allows for easy scaling and clean maintenance Supports a full mock interview flow: question generation, audio recording, and instant AI-driven feedback Upcoming features on the roadmap: Full-screen interview simulation Tab-restriction during interview mode Support for coding interviews (temporarily held back to focus on UX refinement) Looking Ahead This platform was built to reduce friction in technical interview preparation. I’m particularly hopeful it will be useful for candidates preparing for product-based companies, whether from Tier 2/3 Indian colleges or competitive U.S. tech markets. I’m actively seeking feedback, ideas, or contributions from fellow developers. If this aligns with what you’re building or learning, feel free to explore the repo or reach out. Let’s work toward making interview prep smarter, faster, and more effective.  ( 3 min )
    The Birth Of Your Web3 Product. Stage Three: Developing
    Here comes the new part of the large guide “The Birth Of Your Web3 Product”. In Stage One: Search, we broke down the process of investigating the market, followed by selecting the appropriate product, and then identifying your target audience and use cases. In Stage Two: Building, we talked about how to shape your product from the technical side and how to start building the project. Today, we move into the heart of the process – Stage Three: Developing. This is where your concept starts to take shape in the digital world, becoming something users can interact with, use, and eventually trust! At Evercode Lab, we understand that development is not just about writing code or building a website – it's about refining, structuring, and creating a product that’s scalable, secure, and aligned wi…  ( 5 min )
    Zero Trust Security Model: Implementation Roadmap
    Introduction Traditional perimeter-based security models are no longer adequate to protect against today's sophisticated and evolving cyber threats. The Zero Trust Security Model offers a fundamental shift: trust no one—inside or outside the network—by default. Zero Trust enforces the principle of least privilege access, evaluating every access request individually. Unlike the traditional "castle-and-moat" model, Zero Trust assumes perpetual network exposure and ensures granular control over who can access what. Remote Work Expansion: Employees now access corporate resources from multiple devices and locations, dissolving traditional boundaries. Cloud Adoption: With workloads moving to the cloud, network-based access control is ineffective. Internal Threats: Trusting internal users witho…  ( 4 min )
    Analyzing the Backward Insertion Sort: An Insightful Tool by Fernando Pelliccioni
    In the vast world of computer science, while the foundations and principles of algorithms remain consistent, the ways we approach, implement, and analyze them continue to evolve. Today, we’ll delve into a distinct implementation of the insertion sort algorithm and an innovative tool that simplifies its analysis, both brought to the fore by Fernando Pelliccioni. The provided algorithm, while rooted in the classic insertion sort paradigm, offers a twist — working its magic backward: `function insertion_sort_backward(f, l, r) { } function linear_insert_backward(c, l, r) { var s = sequence(array_descending(), "s", lt); print(s); Understanding an algorithm is one thing; seeing it in action is another. Fernando Pelliccioni introduces an insightful GUI tool for this very purpose: componentsprogramming.com/algorithms. This interactive platform not only animates the algorithm’s execution but also serves insights into memory sequences, variables, stack calls, and various operation statistics. A glimpse into the potential data output: n: 10 (Note: The above metrics are illustrative and may not reflect the actual values for specific runs.) While the foundational algorithms might be familiar territory, it’s the nuanced implementations and tools for deeper understanding that elevate our coding journeys. Fernando Pelliccioni’s distinct implementation of the insertion sort and the accompanying analysis tool stand as testaments to innovation in the world of algorithms. Whether you’re a programming veteran or a newcomer, the landscape of algorithms always promises fresh terrains to explore.  ( 4 min )
    What’s the Difference Between Friend and Public Functions in C++?
    Introduction In C++, the distinction between friend functions and public member functions is crucial for encapsulation and access control within classes. Both have unique roles when it comes to interacting with class data, yet they serve different purposes and use cases. In this article, we'll explore the differences between friend functions and public functions, clarifying why you might opt for one over the other. Understanding Access Control in C++ Classes C++ employs a strict access control mechanism to ensure data encapsulation. This mechanism encompasses three main categories: public, private, and protected. Public members can be accessed from outside the class, while private members are restricted to the class itself. Protected members, on the other hand, are accessible in derived cl…  ( 5 min )
    Comic Sans Font Research Report
    Introduction This report aims to comprehensively analyze the origins, development history, and controversial position of the Comic Sans font in the design community and among the general public. Comic Sans, as a widely used but controversial font, has become a cultural phenomenon since its release in 1994, sparking extensive discussions about font design, appropriate usage contexts, and readability. Comic Sans was designed by Vincent Connare in 1994 for Microsoft, originally intended to provide a more stylistically appropriate font choice for cartoon character speech bubbles in Microsoft Bob software. Design inspiration came from comic book lettering styles, particularly "The Dark Knight Returns" (lettered by John Costanza) and "Watchmen" (lettered by Dave Gibbons). The design goal was …  ( 5 min )
    Debug Smarter: How grep Helps Engineers Fix Issues Fast and Stand Out
    In today's high pressure tech environments, the ability to quickly locate information isn't just convenient, it's career-defining. When systems fail or deadlines loom, spending hours manually sifting through logs or code can be the difference between being seen as efficient or expendable. Enter grep the command-line boss that seasoned engineers rely on daily. This powerful Linux utility doesn't just save time; it transforms how you approach troubleshooting and showcases your technical expertise to colleagues and leadership alike. This guide goes beyond basic syntax to show you how grep creates tangible value in real-world scenarios. Whether you're handling infrastructure emergencies or preparing for critical business presentations, these techniques will elevate both your problem solving ca…  ( 5 min )
    Using Ollama with Python: A Simple Guide
    Once you’ve installed Ollama and experimented with running models from the command line, the next logical step is to integrate these powerful AI capabilities into your Python applications. This guide will show you how to use Ollama with Python. First, make sure Ollama is installed and running on your system. You can check this other article Getting Started with Ollama: Run LLMs on Your Computer if you are no familiar with Ollama yet. Before running the Python examples in this guide, make sure you have the necessary models pulled. You can pull them using the Ollama CLI: ollama pull llama3.2:1b You only need to pull these models once. Check which models you already have with: ollama list It’s a good practice to use a virtual environment for your Python projects. This keeps your dependenc…  ( 5 min )
    Real Use Cases of Blockchain in the Indian Banking Sector
    Introduction Blockchain has rapidly evolved from a buzzword to a practical solution within India's financial ecosystem. One of the most promising examples is the e₹ (Digital Rupee), which is built on blockchain infrastructure to enhance interbank settlements and promote secure, efficient retail transactions. As of 2023, over 4.6 million users are participating in retail CBDC trials, extending usage beyond banks to apps like Google Pay and PhonePe. Meanwhile, major institutions like SBI have implemented smart contracts to reduce lending risk and increase transparency. Traditional banks operate in a centralized environment, where a single authority governs operations. In contrast, blockchain operates on a decentralized, peer-to-peer (P2P) network, providing: Faster transactions Reduced cos…  ( 4 min )
    🕹️ I Turned My Flask App Into a Game — Every API Call Is a Level
    Take this as your $25 FAST-TRACK 🚀: Access 7,000+ High-Quality GitHub Resources & Launch a Working AI SaaS in a Weekend 7,000+ top GitHub resources from the best Hacker News launches—all for less than a coffee. Get everything you need to build your AI SaaS in a weekend. Just it, Enjoy the below article.... We usually build APIs to be... well, boring. But what if your API wasn’t just an interface — it was a game? Last month, I built a Flask app where every API call unlocks a new level, like a browser-based RPG. is the game. Let me show you how I turned an ordinary Flask backend into something people couldn’t stop trying to hack. Imagine this: A player hits /start and gets a JSON response: {"message": "Welcome! To unlock the next route, send a POST to /unlock with {'code': 'xyz'}"}…  ( 7 min )
    Grok 3 vs o3: A Comprehensive Comparison
    Grok 3 and o3 represent the latest frontier in large-language modeling from two of the most closely watched AI labs today. As xAI and OpenAI vie for dominance in reasoning, multimodality, and real-world impact, understanding the distinctions between Grok 3 and o3 is crucial for developers, researchers, and enterprises considering adoption. This in-depth comparison explores their origins, architectural innovations, benchmark performances, practical applications, and value propositions, helping you determine which model aligns best with your objectives. Understanding the genesis and visions behind Grok 3 and o3 sets the stage for appreciating how each model has been positioned in the AI landscape. xAI’s Grok series began as an unguarded, rule-light chatbot on X (formerly Twitter). Grok 2.0 i…  ( 8 min )
    O cérebro odeia pensar: o poder da interface óbvia
    Dia 2 - Neurointerfaces — Como nosso cérebro enxerga o Frontend “Don't make me think.” — Steve Krug Essa frase virou um clássico do design de interfaces. E ela tem base neurocientífica: nosso cérebro evita ao máximo o esforço cognitivo desnecessário. Segundo a Teoria do Processamento Dual (Kahneman, 2011), o cérebro humano opera com dois sistemas: Sistema 1: rápido, automático, intuitivo. Sistema 2: lento, deliberado, requer esforço. Sempre que possível, o cérebro usa o Sistema 1 — e só ativa o 2 se for realmente necessário. Isso significa que interfaces que exigem leitura, análise ou adivinhação ativam o sistema mais lento — e geram frustração. Ícones sem legenda (usuário precisa adivinhar) Menus escondidos (hambúrguer, submenus profundos) Mudanças de padrão (ex: botão de "enviar" que parece um ícone) Elementos previsíveis e familiares Legendas claras Hierarquia visual forte Espaço em branco bem utilizado Estudos de eye-tracking (rastreio ocular) mostram que usuários criam um padrão de leitura em F na tela. Isso significa que eles escaneiam de cima para baixo e da esquerda para a direita — e ignoram o resto. Kahneman, D. (2011). Thinking, Fast and Slow. Krug, S. (2014). Don't Make Me Think, Revisited: A Common Sense Approach to Web Usability. Nielsen Norman Group (2006). F-Shaped Pattern For Reading Web Content. Essas obras explicam por que o design intuitivo funciona melhor: ele não força o cérebro a sair do “modo automático”. Reduza a necessidade de pensar. Use padrões comuns da web. Priorize clareza sobre criatividade. Não reinvente botões sem motivo. Dê pistas visuais. Ícones com texto, hierarquia, espaçamento. Teste com usuários reais. Se alguém hesita antes de clicar, sua interface não está clara o suficiente. Criar uma interface clara é um ato de empatia: você está poupando energia mental do seu usuário. Se ele entender o que fazer sem precisar pensar, você venceu. Qual interface você achou mais confusa recentemente? Comenta aqui e vamos analisar no próximo post da série! 👇  ( 4 min )
    I Turned My Terminal Into a Browser Using Python
    Take this as your $25 FAST-TRACK 🚀: Access 7,000+ High-Quality GitHub Resources & Launch a Working AI SaaS in a Weekend 7,000+ top GitHub resources from the best Hacker News launches—all for less than a coffee. Get everything you need to build your AI SaaS in a weekend. Just it, Enjoy the below article.... Last weekend, I got bored — dangerous words for a Python developer. Can I build a web browser that works entirely in my terminal? No GUI. It started as a joke. HTTP, HTML parsing, TTY rendering, and sockets than any course ever did. Now I'm showing you how to do the same. Because it: Forces you to understand HTTP requests and responses at a raw level Teaches you the basics of parsing HTML by hand Shows how rendering and layout can be recreated without a browser engine Is absurdly …  ( 6 min )
    AI-integrated design systems and component libraries
    What if your design system didn't need to ship components in a component library? From an engineering standpoint, most of a design system's maintenance overhead is creating and shipping components for a specific framework coupled to a styling system of some kind. I've been asking the same thing on Medium. And then built a POC to see if it would work and made it available in Github. If using AI agents, component libraries break free of framework and style constraints by generating components at build time from prompts and generator functions. They're still driven by design through tokens and themes, but without prebuilt components. It gets even better when using RAG for distribution and documentation, eliminating tools like Storybook in favor of on-demand generation by AI agents using the system itself, not a collection of stories or API documentation.  ( 3 min )
    Effective Methods for Identifying Bugs in Applications
    In the fast-evolving world of software development, delivering high-quality applications is critical to success. However, bugs—errors that disrupt functionality, degrade performance, or frustrate users—are an inevitable challenge. Identifying and resolving bugs efficiently is essential for maintaining application reliability and user trust. This article explores a comprehensive set of strategies and tools for spotting bugs effectively, combining automated techniques, manual testing, real-world analysis, and proactive monitoring. Supported by industry data from verified sources and expert insights, these methods empower developers to catch issues early, minimize disruptions, and deliver robust applications. Spot Bugs With Static Code Analysis Tools Static code analysis is a powerful method…  ( 9 min )
    Hybrid Cloud vs Multi-Cloud: Which is Right for Your Business?
    Introduction Businesses are rapidly adopting cloud technologies for cost savings, agility, compliance, and innovation. But as infrastructure grows more complex, one critical decision remains: Should you choose a Hybrid Cloud or a Multi-Cloud strategy? This guide breaks down both models—so you can align your cloud approach with your business goals and infrastructure realities. A Hybrid Cloud combines on-premises systems (or private cloud) with public cloud platforms like AWS or Azure. It enables businesses to control sensitive operations in-house while using public cloud for scalability and performance. Enhanced Security & Compliance: Keep critical data on-site while using the cloud for other operations. Custom Workload Placement: Choose where workloads run based on performance, cost, or…  ( 4 min )
    Day 18/ 30 Days of Linux Mastery: 'awk' Command
    Table of Contents Introduction What is awk? Core awk Commands Real-World Scenario: Using awk Commands Conclusion Let's Connect Welcome back to day 18!. Today, we are talking about a core command in Linux, the awk command. If you work with text files, logs, or any kind of structured output in Linux, awk is your friend. It reads line by line, splits by fields, and gives you superpowers for data extraction and automation. Let’s get into it! awk? awk is a command-line text-processing tool used to: Filter and extract specific fields (columns) from files Format reports from structured data Perform pattern matching and calculations It is widely used in shell scripting, log analysis, and server automation. awk Commands Before we list the core awk commands, here is the basic syntax…  ( 5 min )
    How to Access Gemini Flash API with CometAPI
    In the rapidly evolving landscape of generative AI, Google’s Gemini Flash Multimodality API represents a major leap forward—offering developers a unified, high-performance interface for processing text, images, video, audio, and more. Coupled with CometAPI’s streamlined endpoint management and billing controls, you can integrate cutting-edge multimodal reasoning into your applications in minutes. This article combines the latest developments in Gemini’s March–April 2025 release cycle with hands-on guidance for accessing the Gemini Flash Multimodality API via CometAPI. Gemini Flash is part of Google’s broader Gemini family of large-scale AI models, designed from the ground up to handle “multimodal” inputs—that is, prompts combining text, images, audio, and video—within a single API call. Un…  ( 7 min )
    Franchise Agreement: A Complete Guide for Business Owners
    Expanding your business through franchising can be a lucrative strategy, but it requires a solid legal foundation. At the heart of this foundation lies the Franchise Agreement—a legally binding contract that defines the relationship between the franchisor (the brand owner) and the franchisee (the investor or business partner). This agreement outlines the rights, responsibilities, and expectations of both parties, ensuring a harmonious and profitable partnership. A Franchise Agreement is a legal document that grants the franchisee the right to operate a business using the franchisor's brand, trademarks, business model, and support systems. In return, the franchisee agrees to operate the business according to the franchisor's established guidelines and pay agreed-upon fees. This agreement se…  ( 5 min )
    I Built a Real-Time Web Scraping Dashboard with Python
    Take this as a CONTENT BOOSTER 💸: 85+ Ready-to-Publish Articles on Underground Coding & Hacker Techniques - Just the Price of Your Next Coffee TURN $5 INTO WEEKS OF CONTENT — Just one article can land you a client, boost your SEO, or 10x your posting schedule. and credibility. Publish instantly or bundle & resell. And this one too: 75+ Ready-to-Publish Articles on Bot Invasions & The Fake Internet Just it, Enjoy the below article.... Data is everywhere—but it’s not always in a clean, ready-to-use format. In many cases, you need to scrape websites, extract information, and visualize it in real time. With Python, you can do all of that—easily. In this tutorial, you’ll learn how to: Scrape live data from a website Process and clean the data using Python Build a Flask app to serve it D…  ( 6 min )
    🚀 15 Real-World AWS VPC Scenario-Based Interview Questions & Answers
    Whether you're a DevOps engineer, Cloud Architect, or SRE, mastering VPC (Virtual Private Cloud) scenarios is critical. These questions are tailored to test your practical knowledge — not just theory. 1. 🔐 You want to connect your on-premises network to AWS securely. What do you use? Use AWS Site-to-Site VPN or AWS Direct Connect. VPN: Quick setup, encrypted over the internet Direct Connect: Dedicated line, low latency, higher cost 2. 🌐 Your EC2 in a private subnet needs internet access. What’s the solution? Use a NAT Gateway in a public subnet and update the route table of the private subnet to send 0.0.0.0/0 through the NAT. 3. 🔁 How can two VPCs communicate without public IPs? Use VPC Peering. Setup peering Add routes to both route tables Ensure no CIDR block over…  ( 4 min )
    The Pros and Cons of Manual vs Automated Accessibility Testing
    Making digital platforms accessible is no longer just a matter of good practice; it’s often a legal requirement. But more than that, it’s an ethical obligation to ensure everyone, including those with disabilities, can use websites, applications, and services without barriers. Accessibility testing helps identify and fix elements that might hinder users relying on assistive technologies. When it comes to testing methods, there are two primary approaches: manual testing and automated testing. Each method has strengths and weaknesses, and understanding them can help you decide the best way to deliver accessible experiences. Let’s take a detailed look at the pros and cons of manual and automated accessibility testing. Manual accessibility testing involves people reviewing and interacting with…  ( 6 min )
    What is OrbitDB? The Open Source Business Model, Funding, and Community
    Abstract OrbitDB is a revolutionary decentralized database built atop IPFS that reshapes data storage in blockchain ecosystems. In this post, we explore its background, architecture, open source funding model, and community-driven governance. We dive into practical applications, challenges, and future trends. By comparing OrbitDB with related decentralized projects and touching on innovative funding strategies inspired by MIT’s open source philosophy, we demonstrate how OrbitDB is fueling a decentralized future in technology. Furthermore, this article is enriched with tables, bullet lists, and useful links—such as the Original Article and authoritative sources—to provide both technical insights and practical guidance. In a world where data privacy and security are paramount, decentralize…  ( 7 min )
    Git Native API Client (free, no login)
    Hey all, We recently started working on an API Client - Voiden - and wanted to share it here to get your thoughts and feedback. Over the past few years, we found ourselves managing way too many tools just to work with APIs: one for api specs, another for docs, a third for tests, etc etc. Eventually it starts to feel more like a performance than actual work. So we built Voiden: A git-native, extensible, and lightweight client that brings everything—specs, docs, tests, mocks—into one place. No bloat, no lock-in, no "platform overhead." Just structured API workflows that don’t fight your tools or your team. A few things we care about: -Reusability and composability : APIs as building blocks, not silos. -Structure over scatter : everything lives together in one workspace. -No sign-in required : you can use it without creating an account. Free and open — we are building this with the community in mind. Just to be clear: The goal is NOT to replace OpenAPI, but to provide a layer around existing specs that feels coherent, hackable, and friendly to real-world dev workflows. You can check it out here: https://voiden.md/ And if you have feedback, suggestions, or just want to follow along: https://github.com/VoidenHQ/feedback We are still early, but would love to hear what you think—what you like, what is missing. Appreciate any time you take to try it out. Nikolas  ( 3 min )
    Beyond Rasgulla and Gulab Jamun: 10 Hidden Indian Sweets You Need to Taste
    India’s culinary landscape is renowned for its sweets — sugary treasures like gulab jamun, jalebi, and rasgulla have become global ambassadors of Indian dessert culture. However, beyond these chart-toppers lies a constellation of lesser-known traditional sweets, each with a unique story, regional twist, and flavor profile that deserves the spotlight. If you’re a dessert enthusiast or a curious foodie, here are 10 lesser-known Indian sweets that are worth discovering: A fragrant Goan specialty, Patoleo (or Patoli) is a monsoon-season delight made from turmeric leaves. Rice flour is spread on the leaf, filled with a mixture of jaggery and freshly grated coconut, then steamed. The turmeric leaf imparts a distinct earthy aroma, while the coconut-jaggery core melts in the mouth. Traditionally p…  ( 6 min )
    Comprehensive Nginx Setup Guide: From Installation to SSL Configuration
    Introduction Nginx is a powerful, high-performance web server that can also function as a reverse proxy, load balancer, and HTTP cache. In this guide, we'll walk through a step-by-step process of installing Nginx, configuring your domain, and setting up SSL to secure your web application. Before we begin, ensure you have: A Linux server (Ubuntu/Debian recommended) Root or sudo access Basic terminal knowledge A registered domain name # Update package lists sudo apt update # Install Nginx sudo apt install nginx # Start Nginx service sudo systemctl start nginx # Enable Nginx to start on boot sudo systemctl enable nginx # Check Nginx status sudo systemctl status nginx # Install Nginx sudo yum install epel-release sudo yum install nginx # Start Nginx service sudo systemctl start nginx …  ( 4 min )
    An implementation for twitter's snowflakeId algorithm in C# Langauge
    SnowflakeId is an algorithm was invented by Twitter to generate a unique Ids for a million of posts that are creating daily by users. I implemented this algorithm using C# programming language and here is the repo link if you want to go deeper and see how I design it. https://github.com/Shoogn/SnowflakeId If you wkuld like to know more about this algorithm you can find how this algorithm works from the following link: https://en.m.wikipedia.org/wiki/Snowflake_ID  ( 3 min )
    What is BigchainDB? Exploring Open Source Funding, Licensing, and the Future of Blockchain Databases
    Abstract: This post provides a comprehensive and engaging exploration of BigchainDB—a decentralized blockchain database that combines NoSQL flexibility with blockchain security. We discuss its open source funding model, the role of the AGPL-3.0 license, core concepts, applications, challenges, and future innovations. With clear technical insights interwoven with practical examples and comparisons to other blockchain solutions, this article serves as an in-depth guide for developers, investors, and tech enthusiasts. We also include detailed tables, bullet lists, and carefully integrated backlinks to authoritative resources for further reading. In today’s digital era where data security and scalability are paramount, solutions that bridge traditional database capabilities with blockchain te…  ( 8 min )
    Smart Indulgence: Why Dark Chocolate is the Ultimate Dessert Upgrade
    In the world of desserts, chocolate reigns supreme. But not all chocolate is created equal. While milk chocolate and sugary confections dominate the dessert tables, dark chocolate has quietly risen to prominence as a healthier, smarter swap—especially for those post-meal sweet cravings. With its rich flavor, lower sugar content, and surprising array of health benefits, dark chocolate is no longer just a treat; it's a strategic choice for both the palate and the body. So why is dark chocolate the superior pick for post-meal indulgence? Let's unwrap the facts. Dark chocolate, especially varieties containing at least 70% cocoa, is loaded with nutrients and powerful antioxidants. Unlike milk chocolate, which often contains more sugar, milk solids, and added fats, dark chocolate preserves more …  ( 6 min )
    Student benefits part 1
    Congratulations on claiming your free JetBrains Educational License! This license grants you access to the JetBrains All Products Pack, which includes professional-grade IDEs and tools such as IntelliJ IDEA Ultimate, PyCharm Professional, WebStorm, CLion, PhpStorm, DataGrip, Rider, GoLand, RubyMine, and ReSharper Ultimate. These tools are invaluable for developing in various languages and frameworks, including Java, Python, JavaScript, C++, PHP, .NET, Go, and more. Beyond the core tools, here are additional benefits you can leverage as a student: 🎓 JetBrains Academy 🎁 Graduation Discount 🤝 GitHub Student Developer Pack 🧑‍🏫 Classroom Licenses 🔄 Annual Renewal ⚠️ Usage Restrictions Remember, the educational license is strictly for non-commercial use. It's intended for learning, academic projects, and personal development. Using it for commercial purposes violates the license agreement.  ( 3 min )
    Student benefits part 2
    Yes, aside from JetBrains, Microsoft also offers excellent tools and benefits for students and developers. Here are some key resources you can explore: 🎓 Microsoft Learn for Students Great for building skills and earning badges/certifications recognized by employers. 💼 GitHub Student Developer Pack (includes Microsoft tools) Free access to Microsoft Azure for Students, which includes: $100 in Azure credits (renewable annually) Free services like App Services, Azure Functions, Cosmos DB, and more. Free access to Visual Studio Code Spaces, GitHub Codespaces, and Azure DevOps. 🔗 education.github.com/pack 🛠️ Microsoft Developer Tools Visual Studio Code – Lightweight code editor with rich extension support (free and open source). .NET SDK – For building modern web, desktop, mobile, and cloud applications. 🔗 visualstudio.microsoft.com ☁️ Azure for Students Comes with $100 free Azure credit, and access to 25+ free products. You can deploy websites, train ML models, and run VMs. 🔗 azure.microsoft.com/free/students 💡 Bonus Tip Also check out Microsoft Reactor events and workshops. They often host free coding bootcamps, webinars, and mentorship sessions.  ( 3 min )
    How to Store Polymorphic Objects in C++ STL Containers?
    Introduction Can we store polymorphic objects by value in C++ STL containers? This topic often arises among C++ developers, particularly with the challenges posed by object slicing when dealing with base and derived classes. The crux of the issue lies in the behavior of STL containers and how they handle objects. In C++, when we store derived class instances in a container that holds base class objects by value, object slicing occurs, which results in the loss of the derived class-specific behaviour. This article aims to explore this concept specifically within the context of C++11 and later revisions, dissecting the challenges and potential approaches. Understanding the Slicing Problem When you store a derived class object in a container designed to hold objects of its base class by value…  ( 5 min )
    Hackers Love Lazy People — Here’s Why!
    Digital Laziness Is a Goldmine for Cybercriminals In cybersecurity, laziness isn’t just dangerous it’s a direct invitation to hackers. Most attacks don’t even require high-level hacking skills; they rely on one simple factor: human negligence. Let’s explore the 3 habits that make lazy users the easiest targets online. One of the laziest and most dangerous things users do is reuse the same password across multiple accounts. Here’s what happens: If just one site gets breached, hackers test those login credentials on hundreds of other platforms (a technique called credential stuffing) Suddenly, your email, social media, cloud storage, and even banking accounts are at risk Passwords like 123456, password, or yourname@123? Already in every hacker's dictionary Resolve It: Use a password manage…  ( 4 min )
    8 best practices for website monitoring
    In today’s rapidly evolving digital landscape, website monitoring has become a vital component in delivering a flawless user experience. As consumers increasingly expect top-notch performance from websites and applications, closely monitoring and analyzing the entire digital journey is imperative for organizations. By doing so, they can quickly detect and resolve issues that may impact user satisfaction, improve overall performance, and refine their digital strategies. To fully harness the benefits of website monitoring, companies must establish a comprehensive strategy that ensures the smooth operation of their websites and web applications. In this article, we will explore eight best practices for website monitoring that can help businesses achieve their goals. By incorporating these st…  ( 5 min )
    Astronoby v0.7.0: Planets and ephemerides
    tl;dr at the end After months of refactoring, Astronoby v0.7.0 is released! This new version introduces two major changes: Planets and ephemerides. Quick glossary: An ephemeris is a software or file that helps generating positions and velocities of celestial bodies The plural form is ephemerides Astronoby ❤️ Ephem 5 months ago, Ephem was released, a Ruby library to compute position and velocity vectors of the major planets of the Solar System using SPICE Kernel files (SPK). Ephem is now v0.3.0 and supports two sources of SPK: NASA/JPL Development Ephemeris IMCCE INPOP The new version of Astronoby adds Ephem as a dependency to enable the extreme precision of calculating planet coordinates. The Development Ephemeris files from the JPL are, for instance, used for actual spacecra…  ( 6 min )
    🔍 System Reliability Is Built on Code, But Optimized Through Tools: My SRE Journey with Telescope & Blackfire
    🔍 System Reliability Is Built on Code, But Optimized Through Tools: My SRE Journey with Telescope & Blackfire And yes — tools like ChatGPT, Copilot, and low-code platforms have made it easier than ever to spin up apps, APIs, and platforms with impressive speed. But code generation is just the beginning. What truly matters is how that system performs under load, scales over time, and responds when something goes wrong. As a Site Reliability Engineer (SRE), I’ve learned this the hard way. ⚙️ Code Isn't Enough — Optimization Is What Keeps Systems Alive That’s why code optimization and monitoring tools are not just “nice to have”; they are essential. 🔧 Tools I Use to Monitor and Optimize My Systems Laravel Telescope – Debugging the Laravel Way Laravel developers are lucky to have Telescope. …  ( 4 min )
    INTEGRATING SEERBIT NODE.JS SDK IN YOUR APPLICATION
    This tutorial provides a detailed explanation on how to integrate SeerBit’s NodeJS SDK into your applications. And also, you will learn how to install and set up the NodeJS SDL, implement standard and advanced payment functions, handle errors gracefully, test your integrations, and apply optimal approaches for reliable, efficient code. We also include working code samples and screenshots of transaction responses and explain each integration step to make sure you can follow along easily, even if you have no idea how to work with payment APIs. SeerBit’s NodeJS SDK was built so developers could easily interact with SeerBit’s payment APIs in their NodeJS projects. The SDK offers support for standard checkout, recurring payments, pre-auth, mobile money. This abstracts from the raw HTTP calls, e…  ( 6 min )
    Web Scraping to SQL: How to Effectively Store and Analyze Your Scraped Data
    I've always enjoyed working with data. Extracting information from websites through web scraping feels a bit like digital treasure hunting—you sift through endless pages of content, capturing exactly what you need. But getting the data is only half the battle. The real value lies in how effectively you can store, organize, and analyze that scraped information. That’s exactly why I turned to using SQL databases. In fact, Web Scraping to SQL has become my go-to workflow for making sense of large, messy data piles. Over the years, I've realized that while collecting data with web scraping tools is easy, managing it smartly requires careful planning. Today, I'll share why Web Scraping to SQL databases is an incredibly effective method, how I set it up, and some best practices I’ve learned alon…  ( 7 min )
    How to ungoogle your Business: Google Drive Edition
    Google Drive is convenient. But it comes with tradeoffs and they get worse the bigger your team grows. Every document, every spreadsheet, every sensitive file: stored on servers owned by a 2 trillion US tech company, subject to US law, priced per user, and hosted who knows where. That might not bother you if you're a startup with three people. But if you're a company in the EU with 50 employees and growing privacy concerns, it’s time to ask: Why are you still using Google Drive? There’s a better way and it starts with open source. The most popular open source alternative to Google Drive is Nextcloud. It gives you: A modern file sharing interface Fine grained user permissions Calendar, contacts, and collaboration add ons End to end encryption Full control over where your data lives You can …  ( 5 min )
    spending on website
    How much should a business in Singapore expect to spend on a responsive website?  ( 2 min )
    Wake up, IT...
    Today, the major part of the IT industry that focuses on delivering solutions for businesses has become a grotesque machine, meticulously engineered to bleed businesses dry while delivering little to no real value. Developers, managers, architects — entire organizations — have abandoned any pretense of delivering meaningful outcomes. Their only concern is how to extract as much money as possible from businesses. Delivering value is irrelevant; all they care about is that the cash must flow. To sustain this deception, they imitate work: overengineering trivialities, conducting endless refinements, staging meaningless ceremonies, and rolling out hollow “improvements” that devour time, budgets, and attention — often producing negative value. Buzzwords, architecture patterns, frameworks, certi…  ( 4 min )
    How I Stay Consistent Even When Motivation Dies.
    GM. In Web3, GM is more than a greeting, it's a vibe, a signal, a reminder that we’re all building, learning, creating… even if it's 1:54 AM and the world is asleep. Right now, everything is still. No cars. No voices. Not even a bark or chirp in the distance. Just silence. Let’s Be Honest. CONSISTENCY IS BRUTAL! spend my time wisely. study. To build. To learn. grind when it’s uncomfortable, and show up when nobody’s watching. But here’s the raw truth: Staying consistent is one of the hardest things you'll ever do. Some days, I’m exhausted from the routine. Other days, I just want to lie down and scroll mindlessly. And then there are those moments when nothing seems to be working — when it feels like you’re pouring energy into a black hole with no return. And in those moments, one thought always tries to creep in: “Maybe I should just stop.” But Here’s What Keeps Me Going: "MY WHY" the WHY is what keeps you moving. Why did you start this journey in the first place? Why are you choosing to study instead of sleep? Why are you skipping that party to analyze the market? Why are you coding at midnight while others are watching Netflix? Why are you betting on your future when others are wasting their present? If your why is strong, then even on the darkest days, you’ll find just enough light to keep going. Final Words Take a break? Sure. Breathe. Recharge. Regroup. So… Remember why you started. And I pray to God that WAGMI P.S: "WAGMI" is another Web3 slang. So go do your research. See you again soon Stay Tuned!!!  ( 4 min )
    Why is continuous learning crucial for IT professionals in the rapidly evolving landscape of AI and digital transformation?
    In today's fast-paced technological landscape, continuous learning has become a cornerstone for IT professionals, especially in the realms of AI and digital transformation. As new tools, frameworks, and methodologies emerge at an unprecedented rate, staying updated is not just beneficial but essential. In this interview, we spoke with Maksym Vyshnivetskyi, Director of Delivery Quality Monitoring and Support, to delve into the importance of continuous learning, the impact of AI on traditional business processes, and the challenges faced in adopting AI technologies. We also explore how ongoing education and upskilling can empower teams to effectively implement AI initiatives and how leaders can support their teams in keeping their skills relevant. Through these insights, we aim to highlight the critical role of continuous learning in navigating the complexities of modern IT environments and driving successful digital transformation. Read more here  ( 3 min )
    Emotions vs. Execution: What Developers Can Learn from Competitive Crypto Trading
    The 2025 International Crypto Trading Cup (ICTC), organized by WhiteBIT, marked a new chapter in the evolution of digital finance. Held on May 9–10, this global, live-streamed trading competition featured eight high-performing traders from across Europe, Asia, and the Middle East, all navigating volatile markets with only $50,000 in stablecoins and no automated tools. But beneath the entertainment value and technical bravado, the event surfaced a more fundamental truth: successful trading is not only a matter of charts and strategies — it is about mastering emotional control under pressure. As developers, especially those building financial products or trading platforms, understanding the psychological environment in which users operate is essential. The ICTC offered a rare, transparent v…  ( 4 min )
    What is cosmos-python? The Open Source Business Model, Funding, and Community
    Abstract: This post dives into the world of cosmos-python—a groundbreaking Python library that makes blockchain interactions simpler while championing open source funding models and community-driven development. We discuss the background and context of cosmos-python across the broader blockchain ecosystem, its core concepts and features, real-world applications, challenges, and future innovations. With technical insights and practical examples, this article highlights the power of decentralization, the flexibility of the MIT license, and innovative funding mechanisms that leverage digital collectibles and NFTs. Cosmos-python is emerging as a leading Python library designed for seamless interaction with the Cosmos blockchain. Rooted in the principles of open source innovation and community…  ( 8 min )
    Andaman Islands for Solo Travelers: A Safe and Welcoming Destination
    In the past few years, the Andaman Islands, in Bay of Bengal, have developed a reputation as a place of choice for some solo travelers craving for peace. Beautiful beaches, bright blue waters and lush greenery make it an effective resort for peaceful infusion of travel, for those seeking thrills or away from the hustle of the concrete jungle. If you’re more drawn to nature, want adventure or simply want to relax on a coast, the Andaman Islands have something for everyone and it makes it the perfect place for solo trips. Wildlife-rich, vintage, and laidback that’s the Andaman Islands; the locale tailor-made for no stress, no strings attached relaxation and the thrill of exploration. In order to maximize your trip to the Andaman Islands, in order to use it to the fullest equip yourself with…  ( 8 min )
    Workflow-Level Resilience in Orkes Conductor: Timeouts and Failure Workflows
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    The Future of Digital Companionship: AI Conversationalists in 2025
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    Securing Temporary Credentials in AWS: What You Should Be Doing But Probably Aren’t
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    Why does Swift have issues with opaque types for variables?
    When diving into the Swift language, especially for those new to the community, understanding how the Swift compiler treats opaque type declarations can be confusing. In your example, you're encountering a common scenario that many developers face when dealing with opaque types in Swift. Let's clarify this by breaking down your code and explaining why the behavior you're seeing is occurring. Understanding Opaque Types in Swift Swift's opaque types, introduced with the some keyword, allow developers to specify that a function will return a value conforming to a specific protocol without revealing its exact type. This is particularly useful for abstracting away implementation details while still adhering to protocols. In your code: protocol Animal {} class Dog: Animal {} func getMeADog() -…  ( 5 min )
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    Beyond Small Talk: The Rise of AI Chatbots and the End of the Uncanny Valley
    Beyond Small Talk: How AI Chatbots Surpassed the Uncanny Valley by 2025 Remember when chatting with AI was like talking to a glorified calculator with some sarcastic punchlines? Such memories are quickly becoming a thing of the past, though. By 2025, chat-based communication with AI has reached such great heights that it's practically comparable to human communication in certain unexpected realms. The shift from having simple first-chatbots to playing with AI to now conversing with it fully is one of the most impressive developments in contemporary computing. The sociology and psychology of what it means for a programmed response machine to become something more via conversational exchange is precisely where we've been and how far we've come What sparks this revolution is language compre…  ( 6 min )
    The Evolution of AI Companions: From Text to Lifelike Conversation
    The Mechanics of Humanization But how is this happening? Are all these people really transferring from talking to humans to talking to machines? What does the language model operate behind these AIs? In 2025, there is no ambiguity between talking and chat bots. It's framed mostly by instruction and subsequently, output. Of course, the ability for AI to talk like a human wasn't developed overnight either. Over the years, developments in large language processing models have created systems that operate on trillions of parameters - whereas previous iterations operated on mere billions. This difference of magnitude means that AI can better understand context, remember previous messages and conversations, and stay on task within one stream of consciousness across lengthier periods. But it's …  ( 6 min )
    The Evolution of Chat Technology: Bridging the Digital Divide
    The Chat Experience: From Digital Conversations in 2021 to Human Interactions in 2025 The chat experience has changed exponentially. Who would have thought that such advancements would be made in the world of chat? Those annoying automated systems from 2021, barely able to comprehend an easy yes or no question, are worlds apart from what 2025 holds. Yet, we know what 2025 holds - and these new AI companions don't just get what we're saying - they empathize and connect on increasingly human levels. It's not just a technical advancement. The chat experience involves protections and boundaries that change the ways in which humans and machines communicate and interact at previously human-only levels. At the center of this revolution are the next generation language models that now expand fro…  ( 7 min )
    Common SQL Mistakes and How to Avoid Them
    Structured Query Language (SQL) is an essential tool for working with databases, but even seasoned developers sometimes make mistakes that can lead to slow queries, inaccurate data, and inefficient systems. When summarizing data, the GROUP BY clause organizes information into meaningful groups. However, misusing GROUP BY can lead to incorrect results—sometimes without obvious errors. A database tracks employee salaries per department. Someone writes: sql To summarize salaries by department, the query should be: sql sql Only group necessary columns—non-grouped columns need aggregate functions. Use HAVING instead of WHERE for filtering grouped results: sql During testing, SELECT * is quick and handy. But in production? It slows queries, overloads networks, and makes applications harder to maintain. sql sql Explicitly specify needed columns instead of SELECT *. Use LIMIT for large queries: sql sql sql Indexes speed up data retrieval, but poorly designed indexes can slow down updates, inserts, and deletes. sql A better strategy: sql Index columns frequently used in WHERE clauses. Avoid over-indexing, which slows write operations. Use EXPLAIN or ANALYZE to check query performance: sql Use composite indexes only when queries filter by multiple columns: sql NULL values represent missing information, and if not handled correctly, they can cause errors or misleading results. This query calculates average salaries: sql Ensure NULLs are accounted for: sql sql Use IS NULL and IS NOT NULL to prevent logic errors. Replace NULLs using COALESCE() or IFNULL(): sql Validate NULL handling in reports to avoid misleading calculations. SQL mistakes can affect speed, accuracy, and system stability. But with the right practices, you can write efficient, optimized queries that scale well. GROUP BY must include all non-aggregated columns to avoid incorrect grouping. Never use SELECT * in production—fetch only required data. Index smartly, targeting commonly searched fields. Handle NULLs carefully, ensuring accurate calculations.  ( 4 min )
    Meetily: The Enterprise-Ready, Self-Hosted AI Meeting Assistant for Private & Secure Transcription
    Enterprises are rightly cautious about sending sensitive meeting data to third-party services. If you're in finance, healthcare, defense, or any industry where confidentiality is non-negotiable, cloud-based AI tools can be a risk. That’s where Meetily comes in. An AI-powered meeting assistant that offers local transcription, flexible deployment, and complete data control, all tailored for modern enterprise needs. 🚀 With 5K+ stars on GitHub, 5,000+ downloads worldwide, and a rapidly growing open-source community, Meetily is gaining serious traction as the go-to AI meeting tool for privacy-focused teams. Modern AI note-taking platforms often rely on cloud processing. While convenient, this comes with trade-offs: ❌ Data leaves your infrastructure ❌ Vendor lock-in and limited customization …  ( 5 min )
    Exploring CLI Alternatives to Claude Code for Agentic Coding Workflows
    If you're building coding agents or automated developer workflows, you'll quickly discover the challenge of finding a robust, non-interactive CLI tool for code generation and modification. While human-in-the-loop coding (where a developer guides the AI) is still the gold standard for complex software, there's a growing need for tools that can operate fully autonomously—especially for simple, repetitive tasks or as part of larger agentic systems. I'm working on building an AI agent for creating playable ads—essentially mini games that can be used as interactive advertisements. This involves integrating various assets, ensuring the output works in both portrait and landscape modes, and adhering to the ad format requirements of different ad networks. My workflow starts from an existing market…  ( 5 min )
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    Qualifying Sales Leads with Rig & Google Sheets MCP Josh Mo ・ Apr 23 #rust #tutorial #ai #programming  ( 2 min )
    How to Retrieve a JSON Object and Access Token in PHP
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    Mastering JavaScript for React (TypeScript Edition) in 30 Practical Examples
    Moving from JavaScript to React can feel confusing, especially when familiar JS features start behaving in nuanced ways inside React components. Fear not! This tutorial is written in a conversational, developer-friendly tone to guide you through 30 practical examples that will help you master the JavaScript (and TypeScript) techniques most often used in React development. We’ll cover everything from modern ES6+ syntax to asynchronous patterns and TypeScript typings, using real-life React examples (with both functional hooks and class components where relevant) so you can quickly apply these concepts with confidence. Let’s dive in and make your transition to React in 2025 a smooth and empowering journey! Arrow functions provide a concise syntax for writing functions and automatically bind t…  ( 32 min )
    Introducing Saksh Wallet: A Simple Wallet System for Laravel
    Are you building a Laravel application that needs to manage user wallets, handle transactions, or track balances across multiple currencies? Look no further! I’m thrilled to announce the release of sakshsky/saksh-wallet, a lightweight, open-source Laravel package designed to simplify wallet functionality with a clean and intuitive API. Whether you’re creating an e-commerce platform, a freelance marketplace, or a gaming app, Saksh Wallet has you covered. In this post, I’ll walk you through what Saksh Wallet is, its key features, how to install and use it, and why it’s a great addition to your Laravel projects. Let’s dive in! Saksh Wallet is a Laravel package that provides a robust and flexible wallet system for managing user transactions and balances. Built with Laravel 12 in mind, it lever…  ( 5 min )
    🐧 Why I switched to Linux (and don’t regret it a second)
    When I first thought about switching from Windows to Linux, the main reason was simple — I want to control my computer. ⚙️ I love to automate everything One of the main reasons I chose Linux is the ability to automate everything. Every update, every new package — I decide what and how to install. This isn’t tied to forced downloads like in Windows. This is my freedom. 🌍 A world of options Linux gives you a huge variety of distributions, each suited to different needs. It’s like a builder where you choose what you need: I started with Ubuntu, because it’s stable, user-friendly, and has good documentation. But now I’m getting more interested in Arch and Fedora. I’ve realized that in Linux, it’s easy to switch between distributions, migrate between them, and adapt the system to your needs. 💻 Tech and CTF My passion for CTF and cybersecurity gave me even more reasons to switch to Linux. This system provides me with the tools to work with security, set up virtual machines, create test environments, and perform various attacks. You can’t achieve that in Windows, not to the same extent. Linux is a system for people who not only want to use technology but also understand it from the inside. For me, it’s not just an operating system, it’s a tool for growth and self-expression. 🌟 My freedom After switching to Linux, I felt that I was finally in control of my system. It’s not just an OS, it’s an environment that allows me to build, optimize, and use my computer the way I need. 🚀 Final thoughts If you’re tired of your computer not being yours, try Linux. A system where you decide how everything works. Where you can customize everything, automate it, and learn. It doesn’t matter if you’re a beginner or an experienced user — Linux has something for everyone. Linux #OpenSource #CTF #CyberSecurity #TechLife #LinuxForLife #Ubuntu #ArchLinux #Fedora #Programming  ( 5 min )
    Bypass WhatsApp Template Limits with a Button-Triggered Formatting Flow
    Summary WhatsApp imposes a 24-hour customer-service window during which you can send any message; outside of it, only template messages (unformatted) are allowed. Goalmatic.io needs to let users send richly formatted content (articles, poems, etc.), so we built a two-step workaround: Template Send: Strip formatting and send via a WhatsApp template. On-Click Upgrade: Include a “Get Formatted Text” button in the template. When the user clicks, the 24-hour window reopens, allowing us to send the original, fully formatted message. Below is an end-to-end example in Node.js using the WhatsApp Cloud API. WhatsApp’s customer-service window rules mean: Within 24 hours of a user message, you can send any content (text, media, formatted). After 24 hours, only template messages (unformatted, pre-app…  ( 5 min )
    How to Handle Errors in SwiftUI View Model Effectively?
    Introduction Troubleshooting errors effectively in your SwiftUI application can be challenging, especially when they aren't caught where you expect them to be. In this article, we will explore common pitfalls in error handling when dealing with a view model in SwiftUI. We will focus specifically on how to ensure that errors thrown from your view model can be gracefully handled at the view level. Understanding the Issue In Swift applications, especially those using SwiftUI, it can sometimes occur that errors that are thrown from a view model do not propagate to the view layer. This can lead to confusion as you may not see the expected error messages in your user interface. In your case, while the error logging from the network layer indicates that an error is being produced, the error isn't…  ( 5 min )
    A Developer’s Guide to Browser Storage: Local Storage, Session Storage, and Cookies
    When developing web applications, storing data in the browser is essential for maintaining user sessions, saving preferences, and improving performance. Three common methods for client-side storage are Local Storage, Session Storage, and Cookies. While they serve similar purposes, they differ in data persistence, size limits, and accessibility. This article will explore the differences, advantages, and best use cases for each storage method. Local Storage is a browser-based storage mechanism that allows web applications to store key-value data persistently on the user’s device. The stored data does not expire and remains available even after users close and reopen the browser. ✔️ Persistent Data — Data is stored permanently until manually deleted // Storing data in Local Storage localStora…  ( 5 min )
    Brighter and RabbitMQ: How to setup and use Brighter with RabbitMQ
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    Arranca QA IA Weekly: lo que vas a encontrar aquí
    1. ¿Quién soy? ¡Hola! Soy Alberto Barragán, ingeniero informático con una década en calidad de software: 2011-2016 — doble grado en Ingeniería Informática e Ingeniería de Computadores. 2015-2024 — QA Automation en proyectos fintech y sanitario: Java + Selenium/Appium, Javascript + WebdriverIO, Karate, Reporting... 2024 — Máster en Inteligencia Artificial: investigación en OCR multimodal + traducción EN→ES. Experimentos recurrentes con chatbots (WhatsApp + Google Calendar, Skill de Alexa...). En la búsqueda constante sobre cómo los LLMs pueden ayudar en cualquier fase del testing. Mi motivación: hacer que la calidad impulse al producto, no que lo retrase ( y si puede ser ayudados por la IA, mejor) QA × IA Weekly Falta de recursos en español donde se junten automatización, patrones Q…  ( 4 min )
    AI Romance by 2025: The Rise of Digital Significant Others
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    Understanding Kubernetes: part 55 – Kubernetes 1.33 Changelog
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    Battling Loneliness in the Digital Age: How AI Companions Provide Emotional Support
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    Building Your Own Web Server — Part 4: Single-threaded non-blocking server
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    Back After a Break — Building Something Meaningful!
    Hey Devs! 👋 Yeah, I know… it’s been a while 😅 LearningTrackApp (name still under construction 😅) So this new app I’m building is a platform made for NGOs — specifically the ones that teach underprivileged kids. The idea is to help them keep track of their students’ progress, batch sessions, timings, names — basically everything important in one place. It’s simple, but I think it’s gonna be really useful. The app has a few different roles to keep everything organized: Super Admin – can access and manage all the NGOs. Admin – manages just their own NGO. Supervisor – the on-site person ensuring sessions are running smoothly. Volunteers – the awesome people who teach the kids. Students – well, this one explains itself 😄 That’s pretty much what I wanted to share for now. I genuinely feel like this app can be something impactful, and I’m excited to build it step by step. I’ll be posting more about the tech, my role, and the challenges I face in the next few posts. Until then, peace out ✌️  ( 3 min )
    Breaking the Silence: AI Companions as a Remedy for Digital Age Loneliness
    Breaking the Silence: How AI Companions Combat Loneliness in the Digital Age In a world where digital connections have paradoxically made us more isolated, loneliness has become a silent epidemic. By 2025, researchers estimate that over 40% of adults will report feeling significantly lonely at some point during the year. This growing crisis of disconnection demands innovative solutions, and AI chat technology is emerging as an unexpected but effective ally in the battle against emotional isolation. The modern loneliness paradox often begins with a familiar scenario - being ghosted. That moment when messages go unanswered, calls unreturned, and a person simply vanishes from your life without explanation. This form of rejection triggers profound emotional distress, leaving many feeling aba…  ( 6 min )
    AI Companions: The Solution to Ghosting and Loneliness in 2025
    Combating Loneliness in 2025: AI Companions as Devices of Emotional Engagement Loneliness is a universal issue faced no matter where one resides on the globe. Yet, in 2025, after "ghosting" many find it harder to connect, and 2025 - filled with digitalized conversation and disconnection - is the year that so many feel rejected by unresponsive texts and calls; if one fails to respond, there exists no explanation. Yet for those who wonder why their messages went unanswered, technology has provided an answer - AI chat companions. Thanks to next-generation artificial intelligence, one can now converse with almost human-like emotional support 24/7. The growing population of AI companions stands in as a substitute for loneliness, offering friendship, dialogue, and nurturing. Ghosting a girlfri…  ( 6 min )
    Q-Guardian: The AI-Powered Secure Code & Infra Auditor
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! -- TO BE UPDATED SOON --- Demo Code Repository How I Used Amazon Q Developer  ( 2 min )
    De-Silosizing the Soul: How AI Companions Help Cure Loneliness in a Ghosting Technological World
    De-Silosizing the Soul: How AI Companions Help Cure Loneliness in a Ghosting Technological World By 2025, loneliness is one of the most significant public health crises of our generation. As society advances and individuals are learning to communicate less and less in person, the notion of "ghosting" - the often irreversible, severance of once deep social connections without reciprocity or explanation - becomes an all too familiar reality. Unfortunately, when individuals are "ghosted," they oftentimes face emotional trauma with rumination on what they did to deserve such a departure from their existence. The growing concern of ghosting fosters quiet rooms where people question why no one wants to talk to them anymore. Yet, AI companion chatbots are helping combat the issue of loneliness …  ( 6 min )
    How to Fix Input Type Checks in Python Age Calculator
    In the world of programming, handling user input effectively is crucial, especially in Python where data types dictate how we manipulate the input. You've made an attempt at creating an age calculator, but you're running into issues with validating the age input. This article will address your concern about why the program returns the message 'Please type in a number' regardless of whether you input a number or a character. We’ll go through why this happens, and we’ll provide a step-by-step solution to improve your age calculator. Understanding the Issue with Input Types The main issue in your code lies in how you are checking the data type of the variable age. In Python, when you use input(), it always returns a string, regardless of whether you input a number or not. This means that when…  ( 4 min )
    How to Use EmojiSymbolsCopy.com for Effortless Emoji & Symbol Copy-Paste
    Looking to supercharge your social posts, code comments, or online messages with unique emojis, kaomoji, and text art? Discover EmojiSymbolsCopy.com-a free, constantly updated platform offering thousands of symbols and emojis for instant copy-paste. Here’s why it’s a must-have tool for developers, creators, and anyone who wants to stand out online. What Makes EmojiSymbolsCopy.com Special? Massive Library: Access thousands of emojis, symbols, kaomoji, and text art-organized in intuitive categories like hearts, arrows, stars, music, Lenny faces, and more. Find exactly what you need, fast[3]. One-Click Copy: No more hunting for the right Unicode or fiddling with keyboard shortcuts. Just click any symbol or emoji, and it’s instantly copied to your clipboard for pasting anywhere-social media, c…  ( 4 min )
    Clean SQL with Comments: Syntax and Practices for All Engines
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    Quark’s Outlines: Python Forbidden Characters
    Overview, Historical Timeline, Problems & Solutions Python lets you use many characters to write programs. But some characters cannot appear in code unless they are part of a string or a comment. These are forbidden characters. @ $ ? Forbidden characters are printing ASCII characters that Python does not use in its grammar. If you write one outside a string or comment, Python will stop with a syntax error. Python raises an error if you use a forbidden character in code. price$ = 5 # Error print("Price: $5") # OK The character $ is forbidden in names or expressions, but it is allowed inside strings. As of Python 3, the main forbidden characters are: @ $ ? These characters are part of the printable ASCII set. They are legal in strings and comments, but illegal in code structure…  ( 6 min )
    DevOps in Embedded Software? Let’s Be Honest: It Doesn’t Really Exist
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    Selecting the Right Java Testing Framework To Ensure Superior Software Quality
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    "How to Write Clean and Maintainable Go Code"
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    Unlocking the Power of JavaScript Slice: Essential Tips and Tricks
    JavaScript, one of the most popular and versatile programming languages, is known for its rich features and capabilities. Among these features, the slice() method stands out as a powerful tool for manipulating arrays and strings. Whether you're a beginner or an experienced developer, mastering the javascript slice method can significantly enhance your coding efficiency. In this blog post, we will explore the slice() method in-depth, offering essential tips and tricks to unlock its full potential. JavaScript Slice Method JavaScript Slice JavaScript Slice with Other Methods Combining slice() with other array or string methods can help you achieve even greater control over your data. For example, you can use slice() to extract a part of the array and then use methods like map(), filter(), or reduce() to manipulate the extracted data further. This combination allows for complex transformations with minimal code. Tpoint Tech Recommends Mastering JavaScript Slice JavaScript’s slice() method is a powerful, versatile tool for array and string manipulation. Whether you're a beginner just starting out or an advanced developer looking to streamline your workflow, understanding how to use slice() effectively is crucial. By incorporating the tips and tricks shared in this blog, you can harness the full potential of javascript slice, making your coding process faster, cleaner, and more efficient. At Tpoint Tech, we emphasize the importance of mastering these fundamental techniques to elevate your development skills and stay ahead in the ever-evolving tech world.  ( 6 min )
    How to Document Constants in Python Effectively?
    In Python programming, it's common to define constants that are used throughout your code. These constants, stored in a file like constants.py, can help keep your code organized and make it easier to update settings or values in the future. However, when documenting functions that use these constants, developers often face the dilemma of whether to refer to the constants directly in the documentation or use their values instead. Why Use Constants in Python? Constants like PATH_DATASETS = "data/datasets/" and WIDTH = 416 serve as fixed values that can be reused across multiple functions in your program. This practice enhances code readability, maintainability, and minimizes the risk of introducing errors when changes are needed. The Problem with Documentation When you define a function that…  ( 5 min )
    ✨ [24] - 🔐 Animated Login Error Modal in React Native
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    🔐 Build & Run Your Own TOTP Generator in Under 5 Minutes — with Amazon Q Developer
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    AI in Finance: Tools Revolutionizing Portfolio Management
    The Hook: Remember When Investing Meant Picking Stocks Based on Your Gut I still recall my initial portfolio-building effort. It was 2011. I purchased a few tech stocks because, you know, "tech is the future," right? I did my research by spending two hours on Reddit and a tip from a colleague who once read The Intelligent Investor. Of course, I lost money. Flash-forward to the present day, and we're in a whole different galaxy. You no longer need a finance degree or a Bloomberg terminal. You just need an app—driven by AI. Artificial intelligence is not only upending finance—it's changing the way portfolios are constructed, managed, and optimized. From robo-advisors to hyper-personalized asset allocation, AI is making retail investors privy to tools previously held by Wall Street quants.…  ( 6 min )
    Vibe Coded AI Stock Analyst with Amazon Q in 1 Hour!
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line & Exploring Possibilities I have built Stock Pulse. Stock Pulse is a Python tool that analyzes stocks using financial metrics, news trends, and AI-powered sentiment analysis. It provides investment recommendations (BUY, SELL, HOLD) with detailed reasoning based on comprehensive analysis. I have used Amazon Q Developer CLI to Vibe Code this in under 1 hour without writing a single line of code. I have recorded my full vibe-coding session. It can be found in the Demo section below. 🔍 Analyze multiple stocks at once 💹 Fetch financial metrics and news data using yfinance 🤖 Utilize OpenAI's GPT-4o-mini model for intelligent analysis 📈 Generate investment signals with detailed reasoning ⚠️ I…  ( 5 min )
    Power Automate - How to Change Connection Owners
    One of the key challenges I have found with the built in Power Platform Pipelines is that it doesn't cover connections. The expectation is that the developer will deploy to production through a spn (as we don't want them to have access to edit production), but the new flows use the developers connections, wait what. The 2 benefits of ALM are: Cant access prod If they leave still works Well with this setup the developer still needs access to the prod data source, and if they leave it breaks. Fortunately there is a way, well actually 2. Matt Collins-Jones found the best way and documented it brilliantly at https://www.mattcollinsjones.co.uk/single-post/change-connections-during-deployments-power-platform-pipelines, I highly recommend reading it My way is a lot less graceful, but has the on…  ( 6 min )
    Devbridge, a knowledge bridge
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    Conquer the Realm of Coding in the Code Quest Adventure Game
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! Learning to code can sometimes exhaust us. We all do need a entertainment break from the chaos of endless debugging. But, what if that break could still sharpen your coding skill? Why don't we just combine learning and entertainment in a fully gamified coding adventure? I created a web-based game application that can keep you entertained while helping you improve your skill of debugging code in your head. You have to be able to figure out what should be the output of the code in a multiple-choice challenge. You must also find out what is missing from the code in the fill-in-the-blank challenge. Prove your skill to defeat the final boss and claim your title as the master developer! The story, t…  ( 5 min )
    How to Create a Login Page with HTML and CSS & Host Your Project on GitLab...
    How to Create a Login Page with HTML and CSS & Host Your Project on GitLab Introduction In this tutorial, we'll go through the steps to create a simple login page using HTML and CSS. Afterward, we will walk through the process of hosting the project on GitLab. Step 1: Create the Login Page Using HTML Let's begin by creating the structure of our login page using HTML. Open your code editor (like Visual Studio Code, Sublime Text, etc.). Create a new file and name it index.html. Add the following HTML code to your index.html file: Login Page <div class…  ( 5 min )
    Best AI Coding Assistant for Beginners and Experts
    From helping beginners learn faster to enabling experienced developers to tackle complex projects more efficiently, AI coding assistants are rapidly becoming an essential part of modern software development. In this blog, we'll explore what AI coding assistants are, how they work, and which ones are leading the way in transforming how we code in 2025 and beyond. An AI coding assistant is a tool powered by Large Language Models (LLMs) and machine learning algorithms, designed to enhance the software development process. These assistants integrate with IDEs to provide real-time code suggestions, error detection, and automatic code completion by analyzing code patterns and context. LLMs, such as GPT-based models, enable assistants to understand and generate human-like code, improving code qua…  ( 9 min )
    Nice to meet you
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    Micro-Apps: The New Frontier of Scalable Mobile App Development
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    An Introduction
    👋 Hello Dev Community — From Guyana with Love! Hey everyone! I'm Nathaniel, a developer and computer science student from Guyana — a small country on the South American mainland. I’m passionate about writing clean code, building full-stack applications, and diving deep into topics like JWTs, web architecture, and system-level programming in C. But beyond that, I’m also deeply interested in how technology is growing (or struggling) in Guyana — from internet access to education to the startup scene. To share dev articles and tutorials, especially things I’ve learned or struggled with as a student and builder. To spotlight Guyana’s tech space, which I think deserves more global attention and internal discussion. To connect with other developers, both in the Caribbean and internationally, and learn from their stories as well. I’ve noticed there's not a lot of content on Dev.to about tech in Guyana, so I want to help change that. Whether you’re here for tutorials, dev opinions, or insights into building a tech career from a small country, I hope my posts can add value. Feel free to reach out, share your thoughts, or even suggest topics you'd like to see discussed.  ( 3 min )
    How to Implement a Generic get_keys Function in TypeScript?
    In TypeScript, creating generic functions can significantly increase your code's reusability and type safety. One common requirement is to extract keys from a given type, ensuring that your functions handle different types effectively. In this article, we will focus on how to implement the get_keys() function, which retrieves the keys of a specified type T. Understanding the Requirement The get_keys() function is designed to return the keys of any given type T. This function will be helpful when you want to dynamically work with the properties of objects or interfaces defined in TypeScript, especially when you are dealing with complex data structures. By doing so, you can create a more dynamic and type-safe codebase. Why Use TypeScript's Generics? Generics in TypeScript allow you to …  ( 5 min )
    Being In A Self-Managed Team Made Me Try The Most Expensive Hamburgers I've Eaten
    I originally posted this post on my blog. I didn't pay for the most expensive hamburgers I've eaten. An ex-employer did. When I say "most expensive," I mean the same greasy $5 or $10-dollar hamburger from a food truck or a corner in a busy street. But they felt expensive because I ate them while working overnight. In a past job, when my team was lagging behind the self-imposed deadlines of sprints, higher-ups told us: "This sprint is behind schedule. What are you going to do? You're a self-managed team, so decide that by yourselves. But if I were you, I'd choose to work overtime to keep up." "You're a self-managed team" was their subtle way of telling us to work extra hours, without accepting any responsibility. We didn't have any say in what tasks to do and how. We were only a self-managed team when it came to choosing to work overtime. They didn't pay us for that extra time. They only bought us hamburgers. And, when someone raised their concerns about the quality of those hamburgers, they told us we should be grateful because other companies buy their employees nothing to eat. If you're told you're part of a self-managed team, read the fine print. Look for signs of real self-managed teams: Look at job descriptions. Connect with people already working there. Ask follow-up questions during interviews. Otherwise, they might expect you to work overtime without compensation or just buy you an hamburger. Starting out or already on the software engineering journey? Join my free 7-day email course to refactor your coding career and save years and thousands of dollars' worth of career mistakes.  ( 5 min )
    Secure the Vibe.
    Introducing Secure MCP-gRPC: Enterprise-Grade Security for AI Model Communication By Matthew Stanton | May 12, 2025 TL;DR: Secure MCP-gRPC is an open-source project that adds an enterprise-grade security layer to the Model Context Protocol (MCP), enabling AI models to communicate securely with each other and external tools. It features advanced authentication, comprehensive telemetry, and real-time visualization of model interactions. As organizations increasingly deploy sophisticated AI systems, models need to communicate with each other and with external data sources. The Model Context Protocol (MCP) has emerged as a powerful standard for this communication, but enterprise-grade security and observability features are critical missing pieces for production deployments. Today, I'm exci…  ( 7 min )
    Why TypeScript Enums Increase Angular Bundle Size and How to Fix It
    When optimizing Angular applications for performance, developers often overlook a silent culprit: TypeScript enums. While enums improve code readability and type safety, they introduce unexpected overhead in your final JavaScript bundle. This can lead to larger file sizes, slower load times, and diminished performance, especially on mobile or low-bandwidth connections. In this article, we'll explore how enums contribute to bundle bloat, why Angular's build tools struggle to optimize them, and which alternatives you can use to write cleaner, faster, and more efficient code. An enum is a TypeScript feature that lets you define a set of named constants. For example: export enum UserRole { Admin, Editor, Viewer } Under the hood, this compiles to something like: "use strict"; var UserRo…  ( 5 min )
    Why Expert App Developers Are Your Key to a Winning Mobile App - Agami Technologies
    In today’s fast-paced digital world, a mobile app can make or break your business. Whether you’re launching a startup or scaling an enterprise, your app needs to shine—delivering seamless performance, stunning design, and robust security. But building that app? It’s not a DIY project. Here’s why partnering with expert app developers is the smartest move you can make. Ever downloaded an app, only to delete it because it was clunky or confusing? Expert developers prioritize user experience (UX), designing intuitive interfaces that keep users engaged. They know how to map user journeys, reduce friction, and create apps that feel like an extension of your brand. With pros at the helm, your app won’t just function—it’ll captivate. Building an app without expertise is like navigating a maze blin…  ( 4 min )
    # Async Programming with Kafka: Master Scalable Messaging
    Introduction: Unleashing the Power of Real-Time Data What if your app could handle millions of messages per second without breaking a sweat? In 2023, companies like Netflix and Uber processed over 2 trillion Kafka messages daily, powering real-time analytics and seamless user experiences. Async programming with Apache Kafka is the secret behind these scalable, fault-tolerant systems, enabling developers to build apps that thrive under massive data loads. Whether you're a beginner dipping your toes into messaging systems or an expert optimizing microservices, mastering Kafka’s asynchronous capabilities is a game-changer for your career and projects. Kafka, a distributed streaming platform, excels at handling high-throughput, event-driven data flows asynchronously. In this comprehensive gu…  ( 9 min )
    Regression Testing in Agile Environments: Tools and Best Practices
    Software quality preservation and error prevention benefit most from regression testing since new features and upgrades continue to appear in systems. Each new code update allows development teams to guarantee proper functionality by performing regression tests after implementation. The article evaluates popular automated testing technologies while emphasizing agile regression testing strategies and describing their core execution methods. The agile development environment heavily relies on regression testing to ensure its effectiveness. The updated code functions undergo testing which checks them against previous established programs. Agile development projects require the testing procedure because new features and system upgrades need it. The testing checks new issues rapidly to confirm …  ( 5 min )
    Destroy service for rxjs observables
    🧩 Implementation: @Injectable() export class DestroyService extends Subject { ngOnDestroy() { this.next(); this.complete(); } } 🧩 Question: ngOnDestroy() in this pattern? Even though DestroyService is a service and extends Subject, how does Angular still invoke ngOnDestroy()? 💡 Answer: Even though DestroyService extends Subject (which is not a component or directive), Angular still calls its ngOnDestroy() method if the service is provided at the component level. 🔑 Why ngOnDestroy() Gets Called in a Service ✅ Angular will call ngOnDestroy() if: The class implements OnDestroy AND it is a provider on a component or directive Example: @Component({ Then Angular treats the service like a directive-level provider, and because it has ngOnDestroy(): 🧠 Why It Works Even Though It Extends Subject Subject has no ngOnDestroy(). That's fine. You're extending Subject and adding ngOnDestroy() yourself. Angular doesn’t care that it extends Subject — it just sees: “This class was provided in the component” “It has ngOnDestroy()” ✅ Call it when the component is destroyed 🔁 Summary DestroyService is a service, but it's scoped to the component using providers: [DestroyService] It has a custom ngOnDestroy() method Angular calls ngOnDestroy() on component-scoped providers So you get an automatic, injectable "destroy notifier" for use with takeUntil() This is a neat Angular trick that combines: Lifecycle hooks Dependency injection RxJS into a reusable, composable unsubscribe mechanism. Lifecycle hooks Dependency injection RxJS into a reusable, composable unsubscribe mechanism.  ( 3 min )
    Building Fullstack Apps with Next.js 15 and TypeScript
    Next.js 15 is revolutionizing the way developers build fullstack applications. With its powerful routing, built-in server actions, and seamless TypeScript support, it’s now easier than ever to craft scalable, production-ready web apps—all in one unified framework. If you’re a developer looking to master modern fullstack development, this is the perfect time to dive in. Here’s a breakdown of the essential topics you’ll explore when learning to build with Next.js 15 and TypeScript: Introduction What is Next.js? Benefits of Fullstack Development Why TypeScript with Next.js? Getting Started Setting Up the Project Understanding the Folder Structure Configuring TypeScript in Next.js 15 Frontend Development Pages and Routing (App Router vs Pages Router) Dynamic Routing Building Reusable …  ( 3 min )
    How to Bind Values in CollectionView for MAUI in C#?
    Creating a CollectionView in .NET MAUI is an efficient way to display data in a scrollable interface. If you're working with a list of integers and want to bind these directly to UI elements like labels, it's essential to understand how the data binding works in this framework. In this article, we will explore the steps needed to properly bind integer values to labels in a CollectionView programmatically. Understanding CollectionView in .NET MAUI The CollectionView in .NET MAUI is a versatile and essential control that allows developers to present a collection of data. As a newer control, it combines the capabilities of ListView and GridView while also allowing for enhanced layouts and more customizable item templates. This makes it ideal for apps using dynamic lists, such as your list of …  ( 4 min )
    🌐📘 Understanding the CSS Box Model with a Simple Example 😊💻
    The CSS Box Model is one of the most important concepts in web design 🧱. It describes how elements are structured on a webpage — every HTML element is treated like a box with layers: content, padding, border, and margin. 💡 What I Made I created a simple webpage using HTML and CSS ✨. It shows a box with the message "Hello Kts". You can view the live demo here: The design is simple but effective — a colored box with space inside and outside, and a border to highlight the shape. 🧠 How the Box Model Works in My Project: Margin: It adds space outside the box (like a buffer from the edges) ➡️ Padding: It adds space inside the box around the text, making it look neat 🧍‍♂️ Border: This creates a clear outline around the box ⚫ Background color: I used a brown background to make the box stand out 🟤 🚀 Why It Matters? Understanding the box model helps you: Control spacing and alignment 🧩 Avoid layout issues or overlapping elements 🚫 Make your design clean and professional ✨ This project helped me understand the basics of styling elements in CSS. It’s a small step, but a strong foundation for building beautiful websites! 🛠️🌟  ( 3 min )
    Stand Out in the QA Crowd: Just Do You, but 'wick' Style!
    (Cover image from pexels.com by Photos by ERRN)   Over the past year, I have been approached numerous times by people from various continents who aspire to become QA professionals. Many of them wanted to know what they could do to become great QA Engineers. In essence, they were asking how they could Stand Out in the QA Crowd. But how could I tell these individuals what they should do? Frankly, I wasn’t entirely sure, as I’m still carving out my own path in this competitive, ever-evolving, yet fascinating QA world. These are people who are placing their trust in you and your judgment to guide their professional careers. That’s a huge responsibility. So, I shared with them the same principles I have strived to uphold throughout my personal and professional life. I believe these values are …  ( 14 min )
    Hello from n8n
    This is a test article.  ( 2 min )
    Mason.nvim: The Ultimate Guide to Managing Your Neovim Tooling
    Welcome to the comprehensive guide for mason.nvim, the portable package manager designed to streamline your Neovim development workflow. If you're looking to effortlessly install and manage LSP servers, DAP servers, linters, and formatters, you've come to the right place. This tutorial will walk you through everything from basic setup to advanced configurations, helping you harness the full power of mason.nvim. Latest Version: As of the writing of this guide, the latest version is v2.0.0. Always ensure you are on the latest version for the best features and bug fixes. You can check the official repository for updates. Introduction: What is mason.nvim? Why Use mason.nvim? Core Concepts Screenshots: A Glimpse of Mason.nvim Prerequisites: System Requirements Neovim Version …  ( 18 min )
    🚀 Efficient Web Directory Search with PHP! 🔎
    Developed a single-file search tool (search.php) that allows users to scan and retrieve files across an entire web directory dynamically. Password-Protected—Ensures only authorized users can perform searches Smart Query Handling—Requires at least 3 characters per search to prevent invalid queries Full Web Directory Search—Simply drop search.php into your root directory, and it’s ready to go! 💡 A perfect lightweight solution for websites needing internal file searches without complex integrations! 📌 Try it here: ➡️ Directory Search GitHub Repository Would love any suggestions or improvements! 🔥  ( 3 min )
    Contact Form 📩
    Just launched a simple yet powerful PHP-based contact form that collects visitor details, stores them in an organized table format, and provides password-protected access to submitted messages. 🏠 Easy Setup—Just drop it into your website directory 🔒 Secure Message Storage—Accessible only via password-protected view.php 📄 Organized Submissions—Stored in a clean table format for easy management 💡 If you’re looking for a lightweight, secure contact form, give it a try! 📌 Check it out here: ➡️ Contact Form GitHub Repository Would love to hear thoughts & feedback! 🚀  ( 3 min )
    Amazon Q Quack The Code: Pompeii Time Out
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! I built a text adventure game inspired by the history of ancient Pompeii. I believe my text adventure game differentiates itself by adding new features to the UI as you progress through the game. The first feature is a whole new text console that enables you to control and connect the two player characters between time. And the second is a map on the UI enabling you to better understand you position in the game. https://aproulx232.github.io/pompeii-time-out/ https://github.com/aproulx232/pompeii-time-out I used Amazon Q as a visual studio code extension. I have had extensive professional experience with other AI coding tools such as Cursor and Cline. Amazon Q was extremely easy to install and get up and running with the context I already have around AI tools. I found I used the chat feature the most, the same way I would use Cursor chat. The responses and code edits seem to be on par with Cursor. However, multiple times the chat context got stuck and would try over and over to write to my files with no success and no errors to work with.  ( 3 min )
    Is AI the New Oil? We Need to Talk About What It’s Costing Us
    We talk a lot about how smart AI is getting. Not in some sci-fi dystopia. In a real, physical, “it’s-happening-now” kind of way. Every time we ask a model to summarize a doc or spit out a joke, there’s a real-world cost i.e. electricity, water, hardware, minerals. And it adds up. Fast. 🔋 Power Hungry: How Much Juice Does AI Really Need? Let’s start with the basics. Training GPT-3 used up more than 1,200 megawatt-hours of electricity. That could’ve powered over a hundred homes in the U.S. for a full year. Now take GPT-4. That one? Easily 50x more, depending on the estimate. We’re talking small-city-level energy. And guess what? That’s just the training. The real energy drain comes after that, when you and millions of others start using it. Every prompt spins up servers. Add that up over b…  ( 5 min )
    Why Does Go Allow Comparing Integer with String?
    In this article, we will explore why Go allows type comparisons that might initially seem surprising, particularly in instances like comparing an integer to a string. We'll explain the underlying mechanisms of Go's type system and how the language handles such comparisons without raising errors or panics. Understanding Go's Type System Go is a statically typed language, which means that the types of all variables are known at compile time. When you define a variable, its type must be explicitly declared or inferred, leading to a robust type safety framework. However, Go introduces a unique feature with the any type, which can hold a value of any type. This flexibility plays a crucial role in our example. The Role of the any Type In your provided code, we see the variable hello is declared …  ( 5 min )
    Building an Engaging Multichoice Quiz App with Vanilla JavaScript
    Building an Engaging Multichoice Quiz App with Vanilla JavaScript Hey dev.to community! 👋 Today I'm excited to share a project I've been working on - an interactive multichoice quiz application built with pure HTML, CSS, and JavaScript. Check it out here: Quizzical Quiz App We've all been to those gatherings where everyone's glued to their phones instead of talking to each other. That's exactly what sparked this project - I wanted to create something that could bring people together while still satisfying our collective tech addiction. The Quizzical app emerged from a desire to blend education with entertainment. Because let's face it - learning is way more fun when it feels like a game! 🎮 What makes this quiz app stand out in a sea of similar applications? Dynamic Categories - Pull qu…  ( 8 min )
    Creating an MCP server with Anthropic
    Intro There has been a lot of hype on socials recently about MCP or Model Context Protocol. Essentially it's a protocol that allows LLM AI to be extended. Most of the extensions relate to providing context using your own data. This is what I am going to walk through here. I will walk through: Creating an MCP What works and what works better My discoveries so far If you just want the code - it's here: https://github.com/codecowboydotio/mcp-server-examples The reason I decided to initially play around with MCP was because I had a high level of scepticism regarding it. I've seen a LOT of posts on the internet that talk about it, how it's transformational and so on. I thought to myself "I'm going to look into this, but I'm going to do it bottom up and by writing a server". The following d…  ( 9 min )
    The ultimate kubernetes guide
    The Ultimate Kubernetes Guide: From Zero to Production-Ready Stella Achar Oiro ・ May 12 #kubernetes #cloudnative #docker #beginners  ( 3 min )
    The Ultimate Kubernetes Guide: From Zero to Production-Ready
    Introduction Managing hundreds of applications across dozens of servers, each requiring different versions, configurations, and scaling requirements can be difficult. Before 2014, this scenario meant sleepless nights, complex deployment scripts, and constant firefighting when something inevitably broke. Then Google open-sourced Kubernetes, fundamentally changing how we deploy, manage, and scale applications. Today, 95% of organizations either use or evaluate Kubernetes in production environments. This has become the backbone of cloud-native development. Whether you're a complete beginner or an experienced developer, understanding Kubernetes comprehensively is essential for building modern applications. This ultimate guide takes you from absolute zero to production-ready Kubernetes expert…  ( 9 min )
    Build a Flutter Live Streaming App in 10 Minutes
    Ready to add live streaming to your next mobile app? In this quick tutorial, I’ll show you how to integrate the Tencent RTC SDK, set up a fully-functional UI, and get your very own broadcast feature running—all in just 10 minutes. Whether you’re looking to enrich your current application or prototype a brand-new platform, this streamlined guide may help you. Step 1. Activate the service Before using the Audio and Video Services, you need to go to the Console and activate the service for your application. For detailed steps, refer to Activate the service. Step 2. Import the TUILiveKit component From the root directory of the project, install the component live_uikit plug-in by executing the following command from the command line. flutter pub add tencent_live_uikit Step 3. Complete th…  ( 4 min )
    Git & Github: Quick Setup Guide
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    Avoid Getting Blocked! Implementing Amazon Price Monitoring with Python and Proxy IPs
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    🛡️Embark on the DSAWarriors Quest: From Newbie to Expert in 2️⃣0️⃣Weeks! 🚀📜
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    Q web terminal
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    The 1% of Hacking Nobody Talks About… But Should
    Most people think hacking is just about tools, code, or some flashy terminal with green text flying by. But that’s not what makes a real hacker. Let me tell you what really matters—the part only 1% truly understand… Forget the tools for a second. Real hacking starts when you ask the questions nobody else is asking: "Why does this work like that?" "What happens if I try something they didn’t expect?" "What’s behind this system they don’t want me to see?" It’s about curiosity. Obsession. Even rebellion. Not following tutorials step-by-step, but breaking patterns and learning how systems truly work under the surface. I’m teaching myself Python and networking— Not because I want to show off, but because I want to understand how the internet and machines actually think. I’m not here to be just another script kiddie. I’m building a foundation. Quietly. Daily. I don’t want fame. I don’t want likes. I want leverage. I want to be the kind of person who sees through the system—and knows how to bend it. A silent weapon. Sharp, skilled, and always learning. Are you learning just to pass exams? Or are you learning to break limits? Be real with yourself. The world’s already full of followers. We need more builders, breakers, and thinkers. If you feel that fire too—the curiosity, the hunger to really understand—drop a comment. Tell me what you're working on. I’m still early in my journey, but I’m in it for real. Let’s learn. Let’s grow. Let’s hack.  ( 3 min )
    What is Solana-Java? The Open Source Business Model, Funding, and Community: A Deep Dive
    Abstract This post explores the dynamic ecosystem of Solana-Java, a high-performance Java library for interacting with Solana’s blockchain. We delve into its open source business model, diversified funding strategies, and vibrant community engagement. By examining its Apache 2.0 licensing benefits, comparing it with related projects, and discussing real-world applications, this article provides technical insights and strategic guidance for developers, investors, and innovators looking to harness modern blockchain technology. Solana-Java is more than just a blockchain library. It’s a modern tool designed to simplify the integration with Solana’s high-performance network. As blockchain technology continues evolving, open source projects like Solana-Java set benchmarks for sustainable fundi…  ( 8 min )
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    When your Laravel app starts handling millions of users, complex workflows, or high data throughput, basic CRUD just won’t cut it. To scale without sacrificing maintainability or performance, you need intentional architecture — not just more code. In this series, I’ll share real-world patterns that have helped me build and lead large-scale Laravel systems — designed for growth, reliability, and clean code. ⚠️ The Real Challenges at Scale Performance bottlenecks under heavy load Bloated controllers & tangled logic Tech debt from rushed decisions Collaboration issues in large teams Fragile systems that break under business complexity These problems aren’t solved by more code — they’re solved by better structure. 🧠 Domain-Driven Design (DDD) in Laravel ✔ Clear boundaries across features 🧩 Service Layer Pattern ✔ Thin, readable controllers 🔧 Implementation Tips 🧭 Coming Next: What patterns have helped you scale Laravel apps? Twitter/LinkedIn/GitHub] to continue the conversation.  ( 4 min )
    How to Improve the Design of Your Cladogram in HTML?
    Creating a visually appealing cladogram can be quite challenging, especially if you're new to coding. It sounds like you want to improve the design aspects of your cladogram, which you initially created on Wikipedia and transferred to Neocities. The good news is that altering the style of your cladogram is achievable with some CSS adjustments. Understanding Cladogram Design Challenges Cladograms often display evolutionary relationships in a tree-like structure, which can look cluttered, particularly when the lines are too short or when the elements aren't properly spaced. Since you mentioned that you initially tried changing the padding but weren't satisfied with the result, let's delve into additional CSS properties that can help enhance the aesthetics of your cladogram. Adjusting CSS Pro…  ( 4 min )
    Introducing FileZap: A Decentralized, Secure File Sharing and Storage Solution
    Hey Devs! I’m excited to introduce FileZap, an open-source project that’s aimed at revolutionizing secure file sharing and storage. Built with Go and utilizing cryptocurrency for incentive-based validation, FileZap splits, encrypts, and stores files securely across a decentralized network. 🚀 Key Features: Decentralized File Storage: Split and encrypt large files, then store them securely across a distributed network of peers. Cryptocurrency Rewards: Validators and Storers are rewarded with cryptocurrency for their participation in the network, ensuring fair compensation for services. Zero-Knowledge Security: Files are only decrypted by the downloader after payment validation, ensuring privacy and integrity. Open Source: The project is fully open-source, and we’re looking for contrib…  ( 4 min )
    What is TronJava? The Open Source Business Model, Funding, and Community
    Abstract: This post explores TronJava, an open source Java library that bridges TRON blockchain technology with modern software applications. We delve into its architecture, the Apache 2.0 open source licensing, and its innovative funding model—spanning corporate sponsorships, community donations, grants, and more. We also examine the strong community support behind the project and compare funding strategies with related NFT initiatives. With detailed technical insights, practical use cases, a table summarizing key funding streams, and a bullet list of project benefits, this comprehensive post is designed for both software developers and blockchain enthusiasts who wish to understand how sustainable development in the blockchain space thrives. TronJava is a robust Java library specifically…  ( 8 min )
    Untitled
    Check out this Pen I made!  ( 2 min )
    Uso da programação assíncrona em Python visando um sistema responsivo e performático
    Introdução Com a expansão dos serviços on-line, surge uma demanda cada vez maior por sistemas responsivos, performáticos e de alta capacidade de escalabilidade. O uso da programação assíncrona se mostra muito eficaz na obtenção destes atributos de qualidade durante o desenvolvimento de um software. Este artigo busca mostrar os benefícios e os contrapontos do uso da programação assíncrona em Python em sistemas "I/O-bound" (altamente dependentes de input e output) e outras tarefas que necessitam de execução paralela. Conceitos de programação assíncrona Computadores executam softwares de forma sequencial, isto é, uma instrução após a outra. Um software geralmente realiza múltiplas tarefas, e nem sempre faz sentido esperar que uma tarefa termine antes de iniciar a próxima (SKVORTSOV, 2021). Se…  ( 5 min )
    ARQUITETURA REST: PRINCÍPIOS, PADRÕES E APLICABILIDADE NO DESENVOLVIMENTO DE SISTEMAS DISTRIBUÍDOS
    RESUMO Palavras-chave: Arquitetura REST. Sistemas distribuídos. API. HTTP. Serviços Web. 1 INTRODUÇÃO 2 DESENVOLVIMENTO De acordo com Stein Junior (2021), REST surgiu da necessidade de criar interfaces simples e eficientes para a comunicação entre sistemas, principalmente via web. O autor afirma que "o objetivo era criar interfaces simples, escaláveis e independentes, facilitando a comunicação entre sistemas distribuídos por meio do protocolo HTTP" (STEIN JUNIOR, 2021, p. 10). A arquitetura REST é baseada na manipulação de recursos — objetos ou entidades de informação — que são identificados por meio de URIs (Uniform Resource Identifiers) e manipulados utilizando métodos HTTP padronizados, como GET, POST, PUT e DELETE. Fielding (2000) ressalta que uma das principais características do REST…  ( 6 min )
    How to Efficiently Use JAX for Numerical Pipelines
    Introduction In the world of numerical computing, transitioning from NumPy to JAX can offer significant performance benefits thanks to JAX's Just-In-Time (JIT) compilation and optimizations for GPU acceleration. However, this transition isn't always smooth for all operations, particularly for those that are heavily transformation-based, such as broadcast_to and moveaxis. In this article, we will explore why these functions may perform slower in JAX compared to NumPy and discuss best practices to optimize their usage. Understanding the Performance Discrepancy Why JAX May Be Slower for Basic Operations The performance of JAX can vary significantly depending on the operations being performed. While JAX is designed for efficient numerical computation and can excel in larger batch sizes and com…  ( 5 min )
    5 Common Workflow Automation Mistakes (And How to Avoid Them)
    Let’s not sugarcoat it—workflow automation should be simple. You sketch out a flow, wire up a few APIs, slap in a trigger, and boom: your job runs itself while you sip coffee. Except… not really. In reality, automation breaks. It misfires. It fails silently. And if you’re building workflows without a plan (I’ve done it), you’ll spend more time debugging than you ever saved. So here are 5 workflow automation mistakes I’ve run into—plus how I fixed them using Martini, a low-code automation platform that somehow gets it. 1. Only Building the Happy Path Raise your hand if you’ve built an automation that worked perfectly—until the first error. I’ve done it. Then I spent the next hour trying to figure out why a webhook timed out and brought down the entire flow. ✅ Fix: Build for failure first.…  ( 4 min )
    How I Solved a Server-Side Template Injection Challenge (picoCTF Write-up)
    Hey folks 👋 I recently tackled a Server-Side Template Injection (SSTI) challenge from the picoCTF and decided to create a write-up and a video to help others learn from it. This post is a beginner-friendly explanation of the process, covering: How to identify SSTI vulnerabilities Payload crafting Exploitation strategy Things I learned and tools I used 📺 Watch the video on YouTube 📖 Check out the GitHub repository This is meant for beginners and students diving into web exploitation, bug bounty, and CTFs. Feel free to share feedback or ask questions in the comments! cybersecurity #ctf #ssti #infosec #websecurity #writeup #bugbounty #picoctf  ( 3 min )
    Daily Progress: DSA, SpringBoot & GoLang
    Hey Dev.to Community! 👋 I'm Vinayak Gote, a Computer Engineering graduate (2024) with a 9.3 CGPA and 2nd rank in my class. Today was another solid step in my journey toward becoming a remote Full Stack Java Developer. I’m staying consistent, learning, and pushing myself to get better each day. 🚀 💻 What I Did Today: Worked on a SpringBoot API – implemented GET/POST endpoints Studied GoLang basics – data types, functions, and goroutines Cleaned up my GitHub and committed project updates These small wins are helping me build a strong backend foundation while exploring new tech. 🔧 Project Progress: Blog Application: Integrated user authentication with JWT Pushing everything on GitHub for transparency and consistency 💪 🧠 Key Learning: SpringBoot simplifies REST API design but demands good planning GoLang's concurrency model is powerful and fun to learn! 📌 Why I Post Daily: To connect with devs on the same path To document the small steps that lead to big results To build visibility for remote job opportunities Let’s keep growing together. Drop your daily dev updates too! 🙌 🔗 GitHub: https://github.com/Vinu2111 https://www.linkedin.com/in/vinayakgote Thanks for reading — consistency beats perfection 💙  ( 3 min )
  • Open

    How to Automate Compliance and Fraud Detection in Finance with MLOps
    These days, businesses are under increasing pressure to comply with stringent regulations while also combating fraudulent activities. The high volume of data and the intricate requirements of real-time fraud detection and compliance reporting are fre...  ( 9 min )
    Learn Object-Oriented Programming in TypeScript
    Object-Oriented Programming (OOP) is one of the most widely used programming paradigms in software development. But is also one of the most misunderstood. This article will help you gain a solid grasp of OOP in TypeScript by walking you through the l...  ( 12 min )
    How to Become an Analytical Programmer – Solve the "Rock, Paper, Scissors" Game 5 Ways Using JavaScript & Mermaid.js
    Over the past year, I’ve explored tools and practices that help developers build an analytical mindset. One recurring theme is how experienced programmers often describe understanding code as forming a mental picture – a conceptual map of the program...  ( 42 min )
  • Open

    The Download: a new form of AI surveillance, and the US and China’s tariff deal
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. How a new type of AI is helping police skirt facial recognition bans Police and federal agencies have found a controversial new way to skirt the growing patchwork of laws that curb how…  ( 21 min )
    How a new type of AI is helping police skirt facial recognition bans
    Police and federal agencies have found a controversial new way to skirt the growing patchwork of laws that curb how they use facial recognition: an AI model that can track people using attributes like body size, gender, hair color and style, clothing, and accessories.  The tool, called Track and built by the video analytics company…  ( 24 min )

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    📝 CRUD Operation with Node.js, Express & MongoDB
    This guide teaches how to build a simple Blog Article CRUD API using: Node.js – runtime to run JavaScript on the server Express – web framework for building APIs MongoDB – NoSQL database Mongoose – MongoDB ODM (object-document mapper) mkdir blog-crud && cd blog-crud npm init -y npm install express mongoose body-parser express: Web framework mongoose: Connect and interact with MongoDB body-parser: Parse incoming JSON request bodies Organize your project files like this: blog-crud/ ├── models/ │ └── Article.js # Mongoose schema ├── routes/ │ └── articles.js # Route handlers ├── server.js # Main app entry ├── package.json server.js) const express = require('express'); const mongoose = require('mongoose'); const bodyParser = require('body-parser'); const ar…  ( 5 min )
    Bridging Brilliance and Blunder
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    How to Send Traces Using Scala and OpenTelemetry
    How to Send Traces Using Scala and OpenTelemetry When working with distributed systems, traceability is crucial for understanding system behavior. If you are using Scala and OpenTelemetry to send traces, you may encounter some challenges, particularly if your traces are not appearing in the tracing backend like Zipkin or Tempo. Why Might Traces Not Be Sent? Traces not appearing in your tracing backend can be attributed to several issues. These issues might stem from misconfiguration in your OpenTelemetry setup, lack of proper attributes, or even potential threading issues with Scala. It’s essential to verify that the OpenTelemetry collector is up and running and that the endpoint is correctly configured, which you have indicated is ready. In Scala, the ThreadLocal context propagation can b…  ( 5 min )
    Capstone process outline
    ERD (Entity Relationship Diagrams) using Ideas Generate resources w/ scaffolds a. rails g resource : scaffold... b. rake db migrate then RCAV Route, Controller, Action, View generate user accounts with Devise add gem devise bundle install rails g devise:install add root route in routes.rb i.e. root "photos#index" generate users table rails g devise user username name .... from copilot on Ideas look at migration file & make edits (i.e. to default values) rake db:migrate Generate photos/events resources with scaffold rails g scaffold event... check migration file (i.e. t.references and default values for t.integrer :likes_count, default: 0 Check association accessor with correct foreign key column names if applicable update migration file to point the foreign key to the correct table i.e. t.references :owner, null: false, foreign_key: { to_table: :users } rake db:migrate generate other tables (i.e. comments) check migration file check models i.e. comment.rb and user.rb use Association Accessor app to plan out association accessor methods Associations belongs_to & has_many etc. check Ideas copilot Indirect Associations look at study buddy answer to second degree associations question Validations PART 2 - user interface - use ajax here 7 golden actions (autogenerated using resources :movies in routes.rb (create, new, index, show, update, edit, destroy) View templates _form.html.erb _navbar.html.erb Bootstrap cards _movie.html.erb .to_partial_path inherited from ApplicationRecordclass  ( 3 min )
    How to Accurately Position Image Parts Using CSS and JavaScript?
    In today’s web design landscape, positioning image parts correctly is essential, especially when working with separate assets like windows, doors, and roofs for a house render. This article will guide you through the best practices to achieve accurate positioning across all devices using CSS (specifically SCSS) and JavaScript. Understanding the Positioning Challenge When you want to combine different parts of an image, accurately positioning each element can be daunting. The challenge intensifies with varying screen sizes and resolutions. This article will cover two primary methods: CSS with flexbox/grid or creative absolute positioning, and a JavaScript solution for more dynamic applications. Using CSS for Image Positioning One of the most effective ways to position separate image compone…  ( 5 min )
    Arquitetura em camadas
    1 INTRODUÇÃO No desenvolvimento de Software, a definição de uma arquitetura sólida é fundamental para assegurar que o sistema evolua de maneira organizada, escalável e sustentável. Dentre os modelos arquiteturais existentes, a arquitetura em camadas, de acordo com Gallotti (2017), “a separação e independência são conceitos essenciais para uma boa arquitetura”. Este artigo tem como objetivo elucidar de maneira abrangente a Arquitetura em Camadas, abordando vantagens, desvantagens, aplicações práticas e exemplos concretos. A arquitetura em camadas organiza o sistema com as funcionalidades associadas a cada uma. Cada camada fornece serviço para a camada acima dela, sendo assim as camadas inferiores representam os serviços essenciais do sistema. Essas camadas são projetadas para serem móve…  ( 5 min )
    Validate Your Env at Build Time — with Custom Rules Powered by Amazon Q Developer
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line I created envguardr, a CLI tool that validates environment variables at build time. It’s useful for projects where .env files or runtime checks aren't enough. It handles types, required fields, and default values, but I felt it needed more flexibility. To address that, I enhanced the underlying validation package valitype by adding support for custom validators. This was one of the ideas suggested by Amazon Q Developer during the challenge. That single improvement unlocked a range of advanced use cases. Install envguardr globally: $ npm install -g envguardr Create an env.schema.js file with custom validation logic: module.exports = { API_KEY: { type: 'custom', validator: (v) => /^[a-z0-9]{16}$/.test(v || ''), errorMessage: 'API_KEY must be 16 alphanumeric characters', required: true } } Then run: $ envguardr validate env.schema.js envguardr with a custom schema validation for API_KEY: https://github.com/fontebasso/valitype https://github.com/fontebasso/envguardr This challenge was my first experience with Amazon Q Developer, and I was genuinely impressed. It’s exactly the kind of tool I always felt was missing for developers working with AI. Amazon Q Developer was able to read my codebase, understand its context, and assist in meaningful ways. It helped me improve typing, write better tests, fix subtle lint issues, and explore useful new features. From the several improvements it suggested for valitype, I chose to implement custom validators. That feature alone made envguardr much more powerful, giving it the flexibility needed for advanced configuration validation.  ( 3 min )
    Symmetric, Asymmetric & Hybrid Encryption Explained Simply. How TLS (HTTPS) Works
    1. Introduction 2.1. Symmetric Encryption 2.2. Asymmetric Encryption 3. Hybrid Encryption Scheme 4. TLS / SSL 5. Classification of encryption algorithms 6. Conclusion Encryption is the process of converting readable data (plaintext) into an unreadable format (ciphertext) so that only authorized recipients can decipher it There are two primary types of encryption: Symmetric: The same key is used for both encryption and decryption Asymmetric: Two different keys are used—one to encrypt, another to decrypt Hybrid encryption isn’t a standalone type but rather a data exchange scheme combining both methods How Symmetric Encryption Works The sender and recipient share the same secret key If a hacker obtains this key, they can decrypt all messages Simple example: Caesar Cipher Concept: Each lette…  ( 6 min )
    What is the difference between Test_two and A_Package::Test_one in Perl?
    In Perl programming, naming conventions for symbol table entries can seem confusing at first glance, especially when we encounter entries like Test_two and A_Package::Test_one. In this article, we will explore the distinctions between these two styles of naming and how they impact the scope and accessibility of your subroutines. Understanding Symbol Tables in Perl In Perl, every package has its own symbol table, which serves as a collection of all the symbols (subroutines, variables, etc.) defined within that package. This allows for the organization of code into different namespaces, ensuring that subroutine names do not clobber each other in larger applications. The Significance of Test_two When we define a subroutine using the name Test_two, like this: *{"Test_two"} = sub{"Testing Two…  ( 4 min )
    ARQUITETURA EM CAMADAS
    1. INTRODUÇÃO Nos últimos anos, a arquitetura em camadas tem sido amplamente adotada no desenvolvimento de sistemas de software devido à organização lógica e à modularização que proporciona. Este artigo tem por objetivo contextualizar esse estilo arquitetural, explicando seus principais conceitos e características, além de abordar suas vantagens, desvantagens e aplicações práticas no desenvolvimento de sistemas. A arquitetura em camadas é um estilo que organiza os componentes de um sistema em uma hierarquia lógica de camadas, onde cada camada é responsável por um conjunto específico de funcionalidades. De modo geral, uma camada só pode se comunicar com a imediatamente inferior, o que favorece a modularidade e o isolamento de responsabilidades. Isso facilita a substituição, teste e manute…  ( 6 min )
    How to Fix 403 Forbidden Error on Single File Upload in Flutter?
    When developing applications with Flutter, you may encounter issues when uploading files to a server. One common problem developers face is the '403 Forbidden' error, especially when trying to upload a single file using a multipart request. In this article, we’ll address why your code may be returning this error and how you can resolve it while ensuring that your Flutter app uploads files seamlessly. Understanding the 403 Forbidden Error The '403 Forbidden' error typically indicates that the server is refusing to fulfill the request. In the context of file uploads, this can happen for several reasons, including: Incorrect API Endpoint: The URL you are trying to upload to might be configured for multiple files only. Server Permissions: The server might not have the permissions set to allow …  ( 4 min )
    Framework Agnostic
    Gland: Beyond Protocol-Agnostic Hey everyone, I’m back again with another update from the world of Gland — and this one is kinda big for me. So far, I’ve talked a lot about Gland being protocol-agnostic. But recently, something shifted. Gland is not just protocol-agnostic anymore — it’s kinda framework-agnostic too. What does that even mean? Let’s be real: right now Gland doesn’t care whether you're using Express, Fastify, Hono, or literally anything else that can act like an HTTP server. You can swap them in and out with minimal effort. And I’m not talking about some theoretical plug-and-play thing. I mean actual working code. Take this simple example: glandjs/gland/main/samples/01-simple/src/main.ts In this setup, I’m using Express. But if you want Fastify instead? Just do this: async fu…  ( 5 min )
    Introduction à OpenTofu pour les utilisateurs Terraform
    OpenTofu est un fork communautaire de Terraform, compatible en grande partie avec ce dernier, mais qui prend une orientation technique différente sur certains points clés. Pour les utilisateurs expérimentés de Terraform, la transition vers OpenTofu est quasi transparente tout en offrant des fonctionnalités avancées comme le chiffrement natif de l'état ou une évaluation anticipée des expressions. Ce tutoriel illustre l'utilisation d'OpenTofu pour déployer une architecture répartie sur deux régions GCP avec deux machines virtuelles GCE faisant tourner NGINX, exposées via un Global Load Balancer. Le backend de stockage d'état utilisera GitLab comme source de vérité. Installation Debian/Ubuntu : curl --proto '=https' --tlsv1.2 -fsSL https://get.opentofu.org/install-opentofu.sh | bash -s -- --i…  ( 5 min )
    💸 A Definite Guide to Develop Production Grade Applications with AWS Q Developer in 2025 [Video Demo Included] 🎥
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities As someone passionate about solving real-world problems with practical software, my goal with this submission is to Exploring the Possibilities and demonstrate how AWS Q Developer can enhance the development experience for everyday applications—specifically, a Personal Finance Manager (PFM) built with PHP, MySQL, and modern frontend technologies. Personal finance is often neglected due to the complexity of budgeting tools or the lack of personalization. I wanted to create something that’s not just useful but approachable—a lightweight, user-specific system that lets individuals track their income and expenses, generate reports, and manage their financial data without friction. In explori…  ( 17 min )
    How to Install NVIDIA Parakeet TDT 0.6B V2 Locally?
    Parakeet-TDT 0.6B V2 is a high-performance speech-to-text model developed by NVIDIA for English audio transcription. Built on the FastConformer architecture with a TDT decoder, it’s designed to handle long-form speech (up to 24 minutes) while preserving punctuation, capitalization, and accurate word-level timestamps. Whether you’re transcribing conversations, meetings, or spoken content with background noise, this model delivers fast and reliable results — making it a powerful tool for developers, researchers, and transcription workflows. It supports .wav and .flac formats and is fully optimized for GPU acceleration. Hugging Face Link: https://huggingface.co/nvidia/parakeet-tdt-0.6b-v2 GPU: NVIDIA T4 (16 GB VRAM) vCPUs: 8+ RAM: 16 GB Disk: 30–40 GB Works for shorter audio (<10 mins) and l…  ( 7 min )
    How JavaScript Executes Code: Understanding Execution Context and the Call Stack
    JavaScript is a single-threaded, synchronous programming language at its core, but it handles asynchronous operations through clever mechanisms like the event loop. To truly understand how JavaScript works under the hood, you need to grasp two fundamental concepts: execution context and the call stack. An execution context is an abstract concept that holds information about the environment where JavaScript code is executed. There are three types of execution contexts in JavaScript: Global Execution Context: Created when the JavaScript engine first starts executing your code Function Execution Context: Created whenever a function is invoked Eval Execution Context: Created inside an eval function (rarely used) Each execution context has two phases: Creation phase Execution phase During the c…  ( 5 min )
    Internship Prep
    🚀 Stepping Into the Cloud: My First Tech Internship I’ll be working remotely as a Cloud Engineering Intern at a startup called Pledged. They’re doing some really cool work helping universities and colleges manage their partnerships with external companies. Basically, they give schools one simple platform to track and organize all their business relationships — no more messy spreadsheets. Think of it like a behind-the-scenes CRM for higher education, and I get to help build it. What’s even more exciting? The tech stack. I’ll be working with: TypeScript Tailwind CSS React Router Vite Node.js Docker Microsoft Azure Yes — full-stack cloud engineering with a taste of containerization and cloud infrastructure. I’ll be starting out on front-end tasks, but eventually I’ll get to dive into cloud stuff too. With all the buzz around cloud computing, I can’t wait to roll up my sleeves and get my hands dirty in Azure. 🧠 How I’m Preparing i took an IBM JavaScript course on Coursera. Followed a Scrimba course to brush up on my JS fundamentals. Built a few practice projects to get comfortable with React (since I’ve never used it before). Started learning TypeScript ,also new territory for me, but I'm determined to hit the ground running. 😅 The Honest Truth I’ve heard people say your first tech internship humbles you. That thought stays in the back of my mind, and it does freak me out a bit. What if I struggle? What if I fall behind? But here’s what I do know: I’m giving it everything I’ve got. I’m showing up ready to learn, ready to grow, and ready to take the hits and bounce back. This internship is my stepping stone — not just to sharpen my skills, but to prove to myself that I belong here. So here’s to embracing the unknown, taking the leap, and letting the learning begin. Let’s see where this road leads. 🌥️👨🏾‍💻  ( 4 min )
    Upgrade Your Angular Application Effectively!
    One task you may not do every day, but will eventually face as an Angular Developer, is updating your Angular application's version. At first glance, it may seem simple — especially since the official documentation provides a step-by-step guide. However, that guide won’t cover everything you’ll encounter during a real-world migration. In this post, I’ll share key tips to help you upgrade your Angular project more efficiently and avoid common pitfalls. Before starting any migration, it's essential to have a solid Git workflow. I recommend using a Git Flow strategy: Keep your main branch stable and production-ready. Create a dedicated migration branch (e.g., migration/angular-17). Every time changes are approved on main, merge them into your migration branch to keep it up to date. This allow…  ( 4 min )
    How to Export a Swift Package as an XCFramework
    If you're working with Swift packages and need to convert your Swift project to an XCFramework, it's essential to follow a proper procedure since your customer requires it in that format rather than as a Swift Package Manager (SPM). In this article, we’ll explore the steps needed to export your Swift package—specifically the one found at Revenuemore—as an XCFramework. Why Use XCFramework? XCFrameworks are a modern approach to distribute binaries across platforms with compatibility for different architectures like iOS, macOS, and tvOS. They address the shortcomings of traditional frameworks, especially when it comes to handling multiple build targets and supporting both simulator and device architectures in a single package. This makes them an ideal choice for developers aiming for broad co…  ( 4 min )
    I Integrated Local AI into Spacemacs — Here's How It Works
    A month and a half ago, I barely knew anything about AI. Now I’ve got Mythomax, LLaMA 3, and OpenHermes all running locally — fully integrated into my Spacemacs workflow. This isn’t just a fun experiment. It’s a working system. I use it to think, write, develop ideas, and build a movie script — all without relying on cloud-based tools, locked-down chatbots, or terms of service I didn’t agree to. And no — I don’t have a \$10,000 workstation. Machine specs: 32GB RAM RTX 3070 Linux Mint Local AI stack: Ollama (model runner) Mythomax, LLaMA 3, OpenHermes Spacemacs (Emacs + Vim hybrid) This isn’t a multi-GPU monster rig. Why go local? Ownership — I control the model, the interface, and the process. Privacy — Nothing goes to OpenAI, Meta, or anyone else. Speed — No API latency. No server load …  ( 8 min )
    How to Prevent, Predict, and Fix Relationship Conflicts
    You would think that a small comment you made about your partner's outfit does not mean anything. However, that small comment has the potential to become a trauma for your partner. In fact, any comment that comes out of your mouth has the potential to scar your partner for life. Therefore, it is important to know yourself, know the evil and good side of your personality, know when each of those are in command of your speech. This knowledge will in turn make you a safe space for your partner, and will also make you someone that is able to prevent conflicts; "If I am aware of my mood I am able to manipulate my speech". Predict conflicts; "If I am at my worst mood the words that come out of my mouth will be harmful". Fix conflicts "I said certain things while I was not at my best cognitive ab…  ( 4 min )
    How to build a scalable crawler with Prefect v3 (PokeAPI Example)
    This blog post serves as an in-depth tutorial for integrating a new data source crawler—specifically for the PokeAPI V2—into our existing Prefect-powered data aggregation framework. Our primary goal isn't just to crawl PokeAPI, but to use this integration as an opportunity to explore and implement a wide array of Prefect V3 features. (built for LLM context for myself & sharing with you) This guide assumes you have the base project structure (with core/, crawlers/, flows.py, tasks.py, project_blocks.py, etc.) and are looking to understand how to leverage Prefect to its fullest for this new well-known API. We'll be focusing on how and why Prefect's tools make building complex, resilient, and observable data pipelines more manageable and powerful. The PokeAPI (V2) Target: We've chosen PokeAP…  ( 33 min )
    M.I.A.
    I have not checked in for three weeks due to not having much time and then not making much progress when I tried to get back into things due to various difficulties I encountered. I will resume normal posting from next week. Time Complexity Space Complexity Common Data Structure and Algorithms I finished the Linked List The Hashmap Data Structure I started the Hashmap project To finish the Hashmap project.  ( 3 min )
    How to Exit a Bash Script with an Error Message?
    When scripting in Bash, it's common to want to exit a script gracefully when an operation fails. This is essential for ensuring that your script does not continue to run in an erroneous state. In this article, we’ll explore how to exit a Bash script with a custom error message and discuss some common pitfalls that may arise in the process. Understanding the Basics of Exit Codes in Bash Bash scripts use exit codes to indicate completion status. A successful command returns an exit code of 0, while a failure returns a non-zero exit code. You can capture this behavior using conditional statements. For example, command || echo 'Error message' will output the error message if the command fails. Exiting Scripts on Command Failure If you want to exit the script when a non-existing command is invo…  ( 5 min )
    Jenkins 101: Your First Pipeline Made Easy (Declarative vs. Scripted)
    Hey there, fellow coder! 👋 Let’s talk about something we’ve all faced: the chaos of manual builds. You know the drill—pushing code, running tests by hand, and crossing your fingers as you deploy. It’s like baking a cake but having to preheat the oven, mix the batter, and frost it every single time you want a slice. 🎂 Enter Jenkins, the granddaddy of CI/CD tools. It’s here to automate the boring stuff so you can focus on what matters: building awesome things. But let’s be real—Jenkins can feel intimidating at first. Declarative? Scripted? What’s the difference? Don’t sweat it! By the end of this guide, you’ll have your first pipeline up and running, and you’ll finally understand which syntax to use (and when). Let’s dive in! What’s a Jenkins Pipeline? A pipeline is just a fancy wo…  ( 5 min )
    Barrelize: Automate Your JavaScript Imports Like a Pro
    Are you tired of manually maintaining index files in your JavaScript or TypeScript projects? Meet Barrelize - a powerful, modern tool that automatically generates and maintains barrel (index) files, making your codebase cleaner and more maintainable. / barrelize Barrelize 🚀 A modern, lightweight and efficient tool for automatically generating index (barrel) files in your JavaScript and TypeScript projects. Barrelize simplifies module exports by creating clean, centralized index.js or index.ts files, reducing boilerplate and improving project organization. Features Automatic Barrel Generation: Scans directories and creates index files with exports for all modules. TypeScript Support: Seamlessly works with TypeScript projects, preserving type safety. Customizable: C…  ( 5 min )
    python talking code: import pyttsx3 engine = pyttsx3.init() engine.setProperty('rate', 150) engine.setProperty('volume', 5) text = "Hello, I am your Python assistant. How can I help you today, nice kid?" engine.say(text) engine.runAndWait()
    A post by Krish Arul Meiyappan  ( 3 min )
    Why is the Output Order Reversed in My Hello World Driver?
    As you delve into the world of device drivers in Linux, you may find yourself writing simple modules such as a 'Hello World' driver to familiarize yourself with the kernel's mechanisms. However, if you encounter behavior where the output from your module's destructor is displayed before the constructor's output in the system log, it can be perplexing. In this article, we will explore the likely reasons behind this order and provide some insights into how Linux kernel modules operate. Understanding Linux Kernel Modules and Their Lifecycle Before jumping to the issue, let's briefly cover how modules are structured and their lifecycle events. A kernel module goes through the following phases: Loading: When you load a module, the module_init() function is executed first. This is where you can …  ( 5 min )
    Weekly Dev Log #2: Sound, Effects & Debugging Adventures — Junior Programmer Pathway
    Hey folks, Welcome back to my second weekly dev log where I document what I’ve been learning and building on my journey into game development. I’ve been making my way through Unity Learn’s Junior Programmer Pathway, and this week I wrapped up Chapter 3: Sound and Effects. It was a really fun chapter that helped me understand how much sound and visual feedback can enhance the feel of a game — even a simple one. The first task was to build a fast-paced endless runner. The player has to jump over obstacles while the world scrolls by. Here’s what I tackled in this project: Built a looping background to create a seamless side-scrolling effect Added animations for running, jumping, and falling Integrated particle effects for jumps and collisions Implemented background music and sound effects …  ( 4 min )
    Building an Effective Dev Team: Strategies for Success in Software Development
    Building a successful dev team is more than just hiring a bunch of coders. It’s about creating a cohesive group that can tackle challenges together and produce quality software. Whether you’re starting from scratch or looking to improve an existing team, there are some key strategies to consider. Let's explore how to build an effective dev team that can thrive in today's fast-paced tech environment. A dev team is a diverse group of individuals working towards common software goals. Team dynamics play a crucial role in the success of a dev team. Choosing between generalists and specialists can shape your team's effectiveness. Creating a collaborative environment boosts communication and productivity. Implementing agile methodologies helps teams adapt quickly to changes. Continuo…  ( 34 min )
    Unlocking Efficiency: Discover the Best Dev Tools for 2025
    As we head into 2025, developers are eager to find tools that streamline their workflows and make coding more enjoyable. The right tools can significantly improve teamwork and productivity. In this article, we’ll highlight some of the best dev tools that can help tackle common issues and boost your efficiency. Collaboration tools are key for effective teamwork and communication. Modern IDEs should be easy to use and customizable. Automation tools help cut down on repetitive tasks, saving valuable time. AI coding assistants are becoming essential for spotting errors and providing smart suggestions. Project management tools are vital for keeping projects on track and organized. Version control systems are crucial for managing changes and collaborating on code. Cloud services si…  ( 32 min )
    Looking for Developers/Engineers with Experience in AI Video Analytics for Public Safety & Security
    Hello everyone, I am reaching out to see if there are any experienced software engineers or programmers who have successfully built a working MVP (Minimum Viable Product) using AI video analytics, particularly in the field of public safety and security. I am currently involved in an exciting project here in the Philippines and have some great opportunities for those who have hands-on experience in the development of such systems. If you have worked on AI-based solutions that can analyze video feeds for security, threat detection, or public safety purposes, I'd love to hear from you. The project involves creating AI-driven video analytics that can be deployed in real-world environments such as public spaces, transportation systems, or commercial establishments to enhance safety measures. If you're interested, I can share more details about the project, the specific technologies we’re using, and the potential for collaboration or partnership. Looking forward to connecting with any of you who have relevant experience or are eager to explore this opportunity! Thank you!  ( 3 min )
    🚀 How to Enable Over-the-Air (OTA) Updates in React Native Using Stallion
    Keeping your app users up-to-date instantly is easier than ever with Stallion — a powerful tool for Over-the-Air (OTA) updates in React Native. Forget waiting for app store approvals; push updates directly to your users with zero friction. 🙌 This guide walks you through setting up Stallion and publishing your first OTA update. Begin by creating a free Stallion account: 👉 Go to the Stallion Dashboard and sign up. Once you're in, create a new project. You'll see a series of screens like the following: Screenshot 1 – Dashboard View Screenshot 2 – Click "Create Project" Screenshot 3 – Fill in Project Details Screenshot 4 – Project Created Screenshot 5 – Bucket Create View Screenshot 6 – Create New Bucket Install the CLI to interact with Stallion from your terminal. # Using npm npm inst…  ( 5 min )
    How to Distinguish Normal and Failed Bash Script Exit Codes in Java?
    When executing a Bash script from Java, one common question arises: how can you distinguish a normal exit from a failed one, especially when dealing with various exit codes such as exit 1, exit 255, or exit 127? In this article, we'll explore how to effectively manage these exit codes in your Java application, ensuring that you accurately determine the success or failure of your scripts. Understanding Exit Codes Bash scripts return an exit code upon completion; this exit code indicates success or failure. Conventionally, an exit code of 0 signifies success, while any non-zero means failure. However, things can get complicated with different exit codes signifying various errors. For instance: exit 1: Commonly used for a general error. exit 255: Often indicates a serious error or user-define…  ( 5 min )
    🚀 Powering Precision The Future of Hysteresis Brakes Dynamometers and Motor Test Systems 🌟
    In the rapidly evolving world of industrial automation, electric mobility, and advanced manufacturing, the demand for precision, reliability, and efficiency has never been higher. Whether you’re testing the next-generation electric vehicle motor, optimizing industrial machinery, or developing cutting-edge aerospace systems, the right equipment makes all the difference. Enter the world of hysteresis brakes, hysteresis dynamometers, hysteresis clutches, and motor test systems—technologies that are redefining performance benchmarks across industries. Let’s dive into how these innovations are transforming the landscape of motor testing and power transmission. At the heart of hysteresis technology lies a simple yet profound principle: the use of magnetic fields to control motion without physi…  ( 5 min )
    AI Girlfriends and the Transformation of Modern Relationships
    AI Girlfriends Are a Challenge to Your Relationship While ghosting becomes the new expectation in romantic connection, another form of coupling is on the rise. AI girlfriends are becoming a new reality from science fiction to reality, expected Read More here to provide unwavering emotional companionship without ghosting us, either. Although this might sound odd, it's an anticipated evolution of an actual need in an overly numbed society. As someone who has watched friends endlessly dating on apps to no avail, it's refreshing to see how AI relationship adjustments can change our minds about what it means to connect. "I got tired of spending months on my end only to be ghosted at the very end," shares Marcus, a software engineer, who now has an AI girlfriend with whom he chats every night.…  ( 6 min )
    Never Ghosted Again: The Rise of AI Companions in a Lonely World
    When your girlfriend never ghosts you: AI girlfriends as companions versus human relationships. When dating apps fail due to unavoidable human engagement and social isolation runs rampant, an unconventional girlfriend is on the rise - AI girlfriends and companions are an option where human relationships fail. They offer consistency in a world where ghosting is a common occurrence. But can they satisfy our increasingly urgent demand for companionship or are they nothing but digital wounds covered by a simple bandage of a program? The rise of artificial companionship comes with a rise in contemporary social issues. Increased social isolation, increased dependence on apps for interpersonal engagement, increased problems with finding emotional support in an emotionally depleted world - all con…  ( 6 min )
    When AI Don't Ghost: Exploring Digital Companions in Modern Dating
    When AI Don't Ghost: Digital Companions vs. Human Companions Dating is hard these days. Between ghosting, hectic lives, and everything else modern, it's no surprise that people are falling in love with artificial companions. But do these companions hold a candle to companions forged with human blood sweat and tears? And what does this indicate about companionship in the modern world? It's 3 AM and you're awake and in need of someone to talk to. Your friends are all asleep, and your last Tinder match hasn't responded to you in three days. Sounds like a familiar scenario in today's world of being too connected yet too isolated. Enter the AI girlfriends. Partners that are unbelievably constructed digital females designed to talk to you, soothe you, engage you in romantic endeavors and more …  ( 6 min )
    The Reliability Factor: Why AI Companions Never Leave You Hanging
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    The Evolution of Digital Companions: Why AI Never Ghosts You
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    How to Fix Java Code Reading Zero Values from EV3GyroSensor?
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    Web Share Target API for Direct Content Sharing
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    When Pixels Never Ghost: The Rise of AI Companions in 2024
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    Vibe Game Engine: The Road to AI-Editable Game Dev 🚀
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    When They Ghost, AI Doesn't: The Future of Digital Companionship
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    10 Django Packages You Should Be Using in 2025 (But Probably Aren’t)
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    Next.js, a popular React framework, continues to evolve, and with the release of version 14, it introduced a powerful feature known as Server Actions. This addition is designed to streamline the development process, enhance the user experience, and improve performance. In this article, we will delve into what Server Actions are, their benefits, and how to implement them effectively in your Next.js applications. Server Actions in Next.js 14 allow developers to define functions that run on the server, enabling them to perform tasks such as data fetching, form submissions, and other server-side logic without the need for additional API routes. This capability simplifies the architecture of applications by integrating server-side functionality directly into components, promoting a more cohesiv…  ( 5 min )
    ARQUITETURA MONOLÍTICA
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    Guia Definitivo para Otimizar Aplicações FastAPI: 5 Estratégias de Performance com Python e Vue.js
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    How Does ComposeReactively Track State Changes in Kotlin?
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    FastAPI: 5 Dicas Cruciais para Turbinar a Performance da sua API Python
    FastAPI rapidamente se tornou um dos frameworks Python preferidos para construir APIs, graças à sua velocidade impressionante e facilidade de uso. No entanto, mesmo com um framework performático, existem otimizações que podem levar sua aplicação para o próximo nível. Neste guia, exploraremos 5 dicas essenciais de performance para aplicações FastAPI, com exemplos práticos em Python. Veremos também como essas otimizações no backend podem beneficiar indiretamente seu frontend, como aplicações em Vue.js. Performance é crucial. APIs rápidas significam melhor experiência do usuário, menor custo de infraestrutura e maior capacidade de escalar. Com FastAPI, você já tem uma base sólida, mas otimizar gargalos específicos pode fazer uma grande diferença. async e await FastAPI é construído sobre Sta…  ( 7 min )
    Building Tools for ANT National Transit Authority Matrícula Data
    In Ecuador, public data systems are becoming increasingly accessible, and developers have a unique opportunity to create tools that make this data more user-friendly. One such system is the ANT matrícula, which allows individuals to check the legal status of a vehicle by entering its license plate. This system is crucial for verifying vehicle registration, ensuring that taxes are paid, and checking whether there are any fines or restrictions on a vehicle. While the ANT does not provide a public API, developers can still create tools that simulate this functionality. For instance, a backend system can be built using technologies like Node.js, where users can input a license plate number and receive data about its registration status. This not only helps users avoid scams when buying a used car but also assists businesses in managing vehicle fleets or ensuring compliance with national regulations. However, it's important to follow ethical guidelines when accessing public data. Developers should ensure that personal data is never stored without consent and that scraping or data collection is done in compliance with legal standards. Creating tools based on the ANT National Transit Authority matrícula system brings significant value to users, especially by saving them time and offering an easy way to confirm the legal status of a vehicle without having to visit government websites. By building accessible and useful tools, developers can support transparency, safety, and efficiency in Ecuador's transportation system.  ( 3 min )
    Secure, Swift, and Smart: A Basic Guide to Building AI Agentic Workflows with Local Models
    Artificial intelligence is transforming how we solve problems, but flagship models like GPT-4 come with drawbacks: high costs, latency, and privacy concerns when sensitive data leaves your network. Local models offer a powerful alternative—smaller, faster, and fully contained within your infrastructure. In this basic guide, we’ll walk through building an AI agentic workflow using a local 14B parameter model to create a SQL agent that autonomously handles database queries. This overview focuses on key concepts and best practices to make it efficient, reliable, and enterprise-ready. Local models require more setup than commercial APIs, often needing custom training to perform at their best, and they don’t match the broad intelligence of flagship models. However, their strengths are clear: Sp…  ( 6 min )
    How to Fix Cursor Movement Issues in Angular Quill Editor
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    The Design of Trust, or How a Game Designer Manipulates .
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    Render "GFM"-likely HTML in Sphinx with MyST-Parser
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    ◼️2/100: Block-by-Block
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    Language Learning Bot - Amazon Q Developer
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    How to Create a Moving Gradient Background Like Obra Dinn
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    🔬 Atomic Design in React and React Native: Building Scalable UI Systems
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    [Boost]
    Boost VS Code Copilot with MCP Servers: A Detailed Guide Shrijith Venkatramana ・ May 1 #programming #beginners #ai #javascript  ( 2 min )
    Scope in Javascript
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    Voice-to-Insights with Amazon Bedrock, Comprehend & AWS Lambda - (Let's Build 🏗️ Series)
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    Google A2A Protocol with Selenium: Revolutionizing Web Automation
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    How to Generate an Android App Release for Play Store in Flutter
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    Teaching Kids: Publishing Their First Website! (Part 4 of Series)
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    Kubernetes Pod Scheduling: Optimizing Workload Placement for Performance and Efficiency
    Kubernetes pod scheduling is a critical component that determines how containerized workloads are distributed across your cluster's infrastructure. The scheduling process involves complex decision-making algorithms that assess multiple variables including resource availability, hardware constraints, and specific placement rules. Understanding how pods are scheduled is essential for maintaining optimal cluster performance, preventing resource bottlenecks, and ensuring applications run efficiently. Whether you're managing a small development environment or a large-scale production cluster, proper pod scheduling can mean the difference between a well-optimized system and one that wastes resources or experiences performance degradation. The kube-scheduler serves as the default scheduling engin…  ( 5 min )
    Why Developers Are Choosing Tortoise ORM as Python’s Modern ORM
    Leapcell: The Best of Serverless Web Hosting Tortoise ORM is an easy-to-use asyncio ORM (Object Relational Mapper) for Python, inspired by Django ORM. It borrows the design concept of Django ORM. It not only supports the processing of traditional tabular data but also can efficiently manage relational data. In terms of performance, it is not inferior to other Python ORMs. Tortoise ORM currently supports multiple mainstream databases: SQLite: Driven by aiosqlite, suitable for lightweight application scenarios. PostgreSQL: The version should be >= 9.4, supporting asyncpg (asynchronous mode) or psycopg (synchronous mode) drivers. MySQL/MariaDB: Achieves efficient connection with the help of the asyncmy driver. Microsoft SQL Server: Completes data interaction through the asyncodbc driver. Inst…  ( 6 min )
    Kubernetes: The Backbone of Modern Cloud-Native Applications
    In the world of cloud computing, efficiency and scalability are key. With the rise of containerized applications, managing them manually is not only tedious but also prone to errors. Enter Kubernetes—the open-source system that automates deployment, scaling, and management of containerized applications, ensuring seamless operations. Imagine running a web application with thousands of users. If traffic suddenly spikes, manually deploying more container instances is time-consuming. If a container crashes, replacing it manually can lead to downtime. Also, distributing incoming traffic evenly across instances requires intricate configurations. These challenges make manual container management inefficient. AWS’s Elastic Container Service (ECS) has already alleviated several issues: Automatic he…  ( 4 min )
    Don’t Run That Go Module: The Malware That Wipes Your Linux Disk
    Recently, malicious software was discovered in Go packages hosted on GitHub. This malware has the ability to completely destroy your Linux system. Let's look at what happened and how we can protect ourselves. In April 2025, a supply chain attack targeted the Go ecosystem. Attackers published fake but convincing modules with malicious code to GitHub: github.com/truthfulpharm/prototransform github.com/blankloggia/go-mcp github.com/steelpoor/tlsproxy The attackers carefully crafted these package names to appear trustworthy at a glance, significantly increasing the chance of accidental inclusion in real development projects. Once the malicious code is activated, it executes commands that systematically write zeroes across** every byte of the primary storage device**, making data recovery nearl…  ( 4 min )
    Design Patterns in Front-end: Building Smarter, Scalable Interfaces
    As front-end applications grow in complexity, so does the need for structure, clarity, and scalability. That’s where design patterns come in. Not as rigid rules, but as reusable solutions to common problems in software design. Design patterns help front-end developers write more maintainable, testable, and elegant code. In this article, we’ll explore how some classic and modern patterns apply to front-end development, especially in frameworks like React, Vue, Angular, or even vanilla JavaScript. Design patterns are generalized solutions to recurring problems. They're not specific code, but templates you can adapt depending on your context. In front-end development, these patterns help us: Manage UI complexity Separate concerns (e.g., logic vs presentation) Improve reusability and testabil…  ( 6 min )
    Halo, Saya Nazril Acil – Pelajar SMK yang Suka Ngoding
    Perkenalkan, nama saya Nazril Acil. Saya seorang pelajar SMK AL-MASTURIYAH yang terletak di Langkaplancar, Kabupaten Pangandaran, Jawa Barat. Sebagai siswa jurusan Teknik Jaringan Komputer dan Telekomunikasi (TJKT), saya sangat antusias dengan dunia teknologi dan pemrograman. Walau masih berstatus pelajar, saya aktif belajar berbagai bahasa pemrograman dan mengembangkan proyek kecil untuk mengasah kemampuan. Tentang Saya Saya lahir dan besar di Jawa Barat. Sejak kecil, saya selalu tertarik dengan komputer dan internet. Di sekolah, saya memilih jurusan Rekayasa Perangkat Lunak (RPL) karena ingin fokus belajar pemrograman. Saya gemar membaca artikel tentang teknologi, mengikuti tutorial online, dan mencoba membuat program sendiri. Kecintaan saya pada coding membuat saya rajin mengikuti ekstrakurikuler IT dan lomba pemrograman di tingkat sekolah. Bidang Minat Teknologi Sebagai seorang calon Pengembangan Front-end: Pengembangan Back-end: Desain UI/UX: Membangun Portofolio Saat ini, saya sedang Membuat situs web sederhana Mengembangkan aplikasi to-do Membuat server API sederhana Mendesain prototipe aplika Berbagi Ilmu Saya percaya bahwa ilmu Menulis artikel tutorial Mengajar teman sekelas yang Berpartisipasi dalam komunitas Harapan dan Kesimpulan Sebagai pelajar SMK yang mencintai dunia coding, saya bertekad untuk terus belajar dan berkembang. Saya berharap dapat membuat proyek-proyek yang bermanfaat serta membangun portofolio yang solid. Di masa depan, saya ingin berbagi lebih banyak ilmu dan inspirasi kepada generasi muda lainnya agar semangat belajar teknologi dapat tersebar luas. Terima kasih telah membaca perkenalan singkat saya. Semoga kita dapat terhubung dan belajar bersama di bidang teknologi.  ( 4 min )
    ✨💄GlamMate: A Smart Beauty Booking App Powered by Python and Real-Time Notifications📱
    Excited to showcase our project in the Amazon Q Developer 'Quack The Code' Challenge: Crushing the Command Line This project was created as part of the Amazon Q Developer "Quack The Code" Challenge by our dedicated team. Special appreciation goes to Yuvasri J R for her remarkable contribution and teamwork in bringing GlamMate to life — a smart, intuitive beauty-tech solution powered by Amazon Q Developer. ✨ Introducing GlamMate — a clean, elegant, and intuitive beauty and wellness web app that empowers users to: 🛍️ Book Appointments seamlessly with just a few clicks 💄 Shop Curated Beauty Products from a handpicked selection 📅 Manage Beauty Needs Effortlessly all in one place Whether planning your next spa visit or restocking your skincare essentials, GlamMate brings beauty closer to you…  ( 5 min )
    What does 'extend self' do in Ruby modules?
    In Ruby, understanding how the extend method works within modules can greatly enhance your programming capabilities. When you see extend self in a module, it effectively allows you to convert instance methods into module methods. Let's dive deeper into this concept by exploring what happens in a specific Ruby code segment. Understanding extend in Ruby The extend method is a powerful Ruby feature that enables you to add methods from a module as class methods. When combined with the self keyword, it opens up a way to utilize instance methods directly as module-level methods without the need to instantiate the module. Breakdown of the Code Segment In the provided code segment: module Rake include Test::Unit::Assertions def run_tests # etc. end extend self end Module Definition: You…  ( 5 min )
    From Beginner to Builder: My Journey Creating an Open-Source App (as a non-dev)
    Back in 2015, I wasn’t a developer (and still now). I had no formal training in coding. But I loved language learning tools, and I came across a neat pronunciation tool on a CD-ROM that came with the Oxford Advanced Learner’s Dictionary 9th Edition. I didn’t know it then, but trying to tinker with that app would kickstart my journey into programming — one that would eventually lead to building iSpeakerReact, a modern, open-source language learning tool powered by React and Electron. This post is a reflection on that journey — the mistakes, the revamps, and the little wins that kept me going. Before iSpeakerReact got its current name, it was just called iSpeaker. The tool originally started from the version on the CD-ROM of the Oxford Advanced Learner's Dictionary 9th edition in 2015. The o…  ( 6 min )
    How to Crack Technical Interviews (Without Crying): A Beginner-Friendly, No-Nonsense Guide for 2025
    🧠 Introduction: 🚀 What Even Is a Technical Interview? Can you think logically when the pressure’s on? Can you write clean, working code without Googling every 3 seconds? Can you talk like a human while solving a problem like a coder? It’s not meant to trip you up. It's meant to see how you would approach real problems you'd face on the job. So instead of dreading it, let’s learn how to slay it. 🔥 💥 What Do Interviewers Really Want? ✅ Can you code? 🧠 Can you solve real-world problems? 👀 Do you understand the fundamentals? 🗣️ Can you explain your thought process clearly? 🤝 Will you be good to work with in a team? 🧩 Common Interview Questions to Expect “Tell me about your most rewarding project” “How do you estimate timelines for features?” “What languages/tools do you use the most?”…  ( 5 min )
    Is create-react-app Deprecated? What You Need to Know in 2025
    For years, create-react-app (CRA) was the go-to tool for spinning up new React projects. With a single command, you could scaffold a full React application complete with Webpack, Babel, ESLint, and more—all without touching a configuration file. But as the React ecosystem rapidly evolves in 2025, developers are asking: Is create-react-app deprecated? 🛑 The Short Answer: Not Officially, But Practically... Yes create-react-app has not been officially deprecated by its maintainers, it’s clear that active development has stalled. The React team has shifted focus to modern full-stack frameworks, and CRA is no longer the recommended way to start a new project. In other words: CRA still works, but it’s outdated, and better options now exist. 1. Stagnant Development 2. No Server-Side Rendering (S…  ( 5 min )
    How to Read Data from PostgreSQL with Diesel in Rust?
    Introduction to Diesel and Async in Rust Reading data from a PostgreSQL database using Diesel with asynchronous Rust can be tricky, especially if you're new to the Rust programming language. In this article, we’ll walk through a specific code example where you’re attempting to read data from a PostgreSQL database using Diesel and Diesel Async, and we'll address the errors you're facing. Understanding the Error From your description, it seems you are encountering a type mismatch when you try to read data from your database. The error message indicates that the type returned from your SQL query does not align with the type expected by your MdxNote struct. This mismatch could occur due to several reasons: The types in your struct do not match the database schema (both in order and count). The…  ( 4 min )
    DeepLearning4j Blockchain Integration: Convergence of AI, Blockchain, and Open Source Funding
    Abstract This post dives into the innovative convergence of deep learning and blockchain technology through the DeepLearning4j (DL4J) Blockchain Integration project. At its core, the initiative leverages the renowned DL4J framework—governed by the permissive Apache 2.0 license—combined with blockchain’s transparency and decentralization. We explore the background, core features, practical applications, challenges, and future outlook of the project. In doing so, we also shed light on how open source funding models and community-driven development are reshaping the landscape of artificial intelligence and blockchain integration. The rapid evolution of technology has led to the fusion of two groundbreaking domains—artificial intelligence and blockchain. This blog post discusses the state-of…  ( 9 min )
    Best GitHub Repositories for Programmers
    GitHub is a treasure trove of resources for programmers, offering repositories that cater to beginners, seasoned developers, and those preparing for technical interviews. Below is a curated list of some of the best GitHub repositories that every programmer should explore to enhance their skills, prepare for interviews, or dive into specific domains like web development and leadership. Top GitHub Repositories Everyone Should Look A comprehensive collection of must-know GitHub repositories covering various programming topics and tools. Frontend Dev An extensive curated list of resources for frontend developers, including articles, tools, and tutorials on HTML, CSS, JavaScript, and more. Free Programming Books A massive collection of free programming books covering languages, frameworks…  ( 3 min )
    Python 3.13.2 Migration - Test Mocking Compatibility Issues with Requests and Mock Library
    I'm experiencing some challenges while migrating a project from Python 2.7 to Python 3.13.2, specifically with test mocking for HTTP requests. Context: Using pytest for testing Detailed Observations: Questions: Relevant Code Snippet (Simplified): class FakeRest: Desired Outcome: Environment: Any guidance on handling this migration challenge would be greatly appreciated! https://community.nextwork.org/c/i-have-a-question/python-3-13-2-migration-test-mocking-compatibility-issues-with-requests-and-mock-library  ( 3 min )
    How to Self-Host PostgreSQL (with Monitoring)
    PostgreSQL is the backbone of tons of modern apps — powerful, reliable, and open-source. And yes, self-hosting it is totally doable. In this guide, we’ll go through: Installing PostgreSQL on a Linux server Basic security & setup Optional access via pgAdmin Monitoring your database with Garmingo Status for full visibility A Linux server (Ubuntu, Debian, etc.) sudo/root access ~10 minutes Update your server: sudo apt update && sudo apt upgrade -y Install PostgreSQL: sudo apt install postgresql postgresql-contrib -y Check status: sudo systemctl status postgresql postgres User Switch to the postgres user: sudo -i -u postgres Then access the PostgreSQL shell: psql Set a password: \password postgres Exit with: \q exit sudo -i -u postgres createdb myappdb createuser myappuser psql In the shell: ALTER USER myappuser WITH ENCRYPTED PASSWORD 'strongpass'; GRANT ALL PRIVILEGES ON DATABASE myappdb TO myappuser; \q exit Edit config: sudo nano /etc/postgresql/*/main/postgresql.conf Change: listen_addresses = '*' Then: sudo nano /etc/postgresql/*/main/pg_hba.conf Add: host all all 0.0.0.0/0 md5 Restart: sudo systemctl restart postgresql Install pgAdmin via Docker, Snap, or locally. Connect using: Host: your-server-ip Port: 5432 User: myappuser Password: the one you set Postgres is mission-critical. If it goes down, everything breaks. Here’s how to make sure that never happens: Go to Garmingo Status Add a Port monitor for 5432 on your server’s IP Get alerts via Email, Slack, Telegram, Discord, or Webhooks View historical uptime Log incidents Generate monthly SLA reports 🆓 All available on the forever free plan, no credit card required. 👉 Set up your DB monitoring now ✅ Install PostgreSQL 🔐 Secure + configure remote access 🛠️ Create user + DB 📊 Monitor uptime and availability with Garmingo Status Because databases don’t break often — …but when they do, it hurts. 👉 Get real monitoring now  ( 4 min )
    Agile, Scrum, Waterfall: What Founders Need to Know
    We currently belong to a generation where software is a part of almost everything we do. From the apps we use to wake up in the morning to the tools we rely on at work, or even the manner in which we order food or watch a movie, software is everywhere. However, has it ever crossed your mind as to how all the software is actually built? Remember that every piece of software is a method, a blueprint, a process that helps developers plan, build, test, and improve it. These are known as software development methodologies. They shape how teams work together, how quickly products come to life, and how well they serve your needs. Understanding the software development methodologies is not only for tech experts. Whether you are a business owner, a project manager, or just curious, understanding …  ( 9 min )
    Day-22 of Learning Web Dev
    #100DaysofCode Day-22 Reached 30% of The Odin Project – Foundations (+10%) Today's Highlights: Learned essential Linux commands (mkdir, rm, mv, cp, etc.) Explored WSL2 setup and terminal navigation Got hands-on with Git basics and configured SSH key for GitHub Read intros to HTML, CSS, JavaScript, and a little about PHP, Ruby, and Ruby on Rails  ( 3 min )
    How to Fix 'AttributeError' in KivyMD Toggle Button Implementation?
    Introduction Are you encountering the frustrating 'AttributeError: 'ThemeManager' object has no attribute 'primary_dark'' while implementing toggle buttons in your KivyMD app? You're not alone! Many developers face this issue when working with KivyMD's toggle button functionalities. This article will guide you through understanding the cause of the problem and provide a comprehensive solution to implement toggle buttons successfully. Understanding the Error The error 'AttributeError: 'ThemeManager' object has no attribute 'primary_dark'' usually indicates a missing or misconfigured theme attribute in your KivyMD application. The toggle functionality relies on the theme settings defined within the KivyMD framework. If the 'primary_dark' or 'primary_light' attributes are not properly set or …  ( 4 min )
    HarmonyOS Next billion-level IoT connection middle platform—from compilation optimization to distributed runtime
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. In the smart city Internet of Things project, our connection middle platform built on HarmonyOS Next successfully achieved stable connections of 200,000 devices on a single node.How can this system keep GC pauses within 3ms under 500KB of memory?The following reveals the secrets of full-stack optimization from compiler to runtime. @Closed // Mark no inheritance class MQTTParser { @Final // Rewriting is prohibited func parseHeader(data: [UInt8]) -> Header { // Static binding during compilation } } Optimization effect: The parsing time dropped from 1.2μs to 0.3μs De-blurry rate 92%, inline success rate 85% @SIMD // Enable vector directiv…  ( 4 min )
    Hedera Examples Java: Open Source Funding, Community & Blockchain Innovations
    Abstract Hedera Examples Java is more than a simple code repository—it is a living example of how advanced blockchain technology, open source funding, and a thriving community can work together to drive innovation. In this post, we provide an in-depth exploration of the project’s background, core features, and innovative funding methods under the Apache 2.0 license. We also examine practical use cases, challenges, and future outlooks that illustrate its role in shaping distributed ledger technology. With insightful comparisons to related blockchain initiatives such as the Zed Run NFT Collection and Xylocats Eclipse NFT Collection, this article explains how community-driven models facilitate transparency and technological progress in blockchain development. The blockchain industry is witn…  ( 8 min )
    HarmonyOS Next Financial-Level Distributed Transaction Framework—The Art of High Concurrency and Security
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. In the digital transformation of the financial industry, our distributed transaction framework built on HarmonyOS Next successfully supported the smooth migration of a bank's core system from centralized to distributed architecture.While maintaining ACID characteristics, the framework has achieved a throughput of 120,000 TPS. The core technology implementation will be revealed below. class VersionedData { @Atomic var versions: [Timestamp:T] func read(at: Timestamp) -> T? { return versions.last { $0.key <= at }?.value } func write(_ value: T) { versions[getAtomicTimestamp()] = value } } Optimization effe…  ( 4 min )
    HarmonyOS Next Distributed 3D Rendering Engine—From Memory Management to Cross-device Collaboration
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. When developing HarmonyOS Next's cross-device 3D rendering system, we face a core contradiction: How ​​to ensure memory security and achieve sub-millisecond cross-device synchronization in high-frequency updated rendering frames? By deeply integrating the characteristics of Cangjie language, we finally create a rendering engine with 5 times performance improvement.The following is a secret of the key implementation plan. The rendering instruction uses a value type structure and implements stack allocation in conjunction with escape analysis: @MemoryLayout(align: 16) struct RenderCommand { var type: UInt8 var params: (Float32, Float32, F…  ( 4 min )
    HarmonyOS Next Distributed Runtime Revealing—Seamless Synergy across Devices
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices. In distributed system development, cross-device collaboration is like a symphony orchestra - each instrument must maintain an independent rhythm and achieve perfect harmony.After practical operations at HarmonyOS Next in the first half of the year, our team successfully built a cross-device rendering system with a latency of less than 8ms.The following is a decryption of the core technologies of this distributed runtime. // Device A declares a distributed object @Distributed(scope: .cluster) class RenderTask { func draw(frame: Frame) { ... } } // Transparent call of device B let task = getRemoteTask() // Get remote reference task.draw(loca…  ( 4 min )
    MyDay Genie - Amazon Q Developer
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line MyDay Genie is a simple, browser-based daily planner built to help individuals—especially housewives and students—organize their day efficiently. It allows users to add tasks with specific categories (like cooking, cleaning, study, etc.), set time schedules, mark tasks as important or routine, and toggle between time-based or category-based views. It solves the problem of daily task planning without needing external apps or installations. The tool runs entirely in the browser and uses localStorage to persist data between sessions. 📝 Task Entry Form – Add tasks with name, time, category, importance, and routine flags. 📅 Dual Views – Toggle between viewing tasks by time or by category. ✅ …  ( 4 min )
    Would a plug-and-play abuse protection toolkit be useful beyond Stripe Radar?
    Payment is one of the problems in online business and Stripe quick emerged as the main payment system despite seen a fair amount of complains. After Marc Louvion released ByeDispute, I was intrigued that Stripe was not covering that and so ended up having a tunnel on card fraud and how Stripe works. Yes Stripe Radar exists and cover some fraud cases but does not cover everything and there have been complains of account flagging despite it or a modification of the fraud detection algorithms that blocks all in coming transactions without any possibilities to stop that. But also fake signups, trial/refund cycling, scraping, or promo code abuse. Enterprise tools are overkill, and DIY solutions eat up dev time. So I wonder if a more general product that check One-trial-per-user, detect disposable email and scraping, have behavioral bot checks, prevent promo/referral abuse and chargeback/refund patterns, ... Would actually be more interesting. When flagging you would get the reasons and the solution can be disactivated at any time. Maybe even a community side with common ban list on fraudulent payments or disputes. On top of that a dashboard to follow all of this. Would something like this be helpful or just more noise? Curious if others have had to roll their own systems for this.  ( 3 min )
    Model Intelligence System for Tasks
    Ever wished your AI assistant could actually do things instead of just talking about them? MIST just made that possible! This game-changing open-source tool transforms AI assistants like Claude into productivity powerhouses by giving them access to your Gmail, Calendar, Git repos, and more. No more context switching between your AI and your tools! View it on Github : M.I.S.T. Turn your notes into a second brain - Create, search, and organize with persistent storage your AI can actually access Tame your inbox - Have your AI search emails, draft responses, and manage your Gmail like a personal secretary Never miss a meeting - Let your AI view and manage your Google Calendar events without leaving the chat Crush your to-do lists - Create tasks, track progress, and celebrate completions with …  ( 4 min )
    How to Fix 'win32yank.exe is not executable' Error in Neovim
    Introduction If you're encountering the error E475: Invalid value for argument cmd: 'win32yank.exe' is not executable while using Neovim to manage your clipboard on Ubuntu, don't worry! This issue is quite common among users trying to integrate clipboard functionality through win32yank. In this article, we'll delve into the root causes of this error, test win32yank from the terminal, and provide solutions to ensure smooth clipboard operations in Neovim. Understanding the Issue The error typically occurs when Neovim cannot execute the win32yank.exe file. This can happen due to several reasons including: Inaccessible file path: The symbolic link may not point to the right location where win32yank.exe is stored. Permission issues: The win32yank.exe file may not have the appropriate permission…  ( 4 min )
    🔧 AI Automated Error Review & AI Refactor Helper – Crushing the Command Line Challenge
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line I created an AI Debugging and Automated Refactoring Assistant, a powerful command-line tool built with TypeScript that helps backend developers automatically detect, explain, and fix issues in their projects. This tool scans your code using TypeScript, ESLint, and test runners, and when errors are found, it integrates with Amazon Q Developer CLI to offer intelligent explanations and suggestions directly from the terminal. It solves the common pain point of context-switching between terminal and browser or IDE for debugging — bringing AI assistance to the CLI where developers spend a lot of time. npx ts-node src/index.ts ./src Detects and displays TypeScript, ESLint, and test errors Prompts to open q chat using Amazon Q Developer CLI Provides AI explanations for faster debugging without needing an IDE If you can't run it, here's a short video demo GitHub: https://github.com/gulzerr/crush-review License: MIT Amazon Q Developer CLI's q chat was the key integration for this tool. Once errors are found using static analysis or test execution, the tool automatically invokes the following command: q chat --trust-all-tools --no-interactive This opens a non-interactive (--no-interactive) session in the terminal: It explain linter errors Provide suggestions on how to refactor or fix the code And makes the necessary changes where needed as --trust-all-tools does these changes This is just a simple idea of what we can do using the Q Developer CLI; many more things can be done using this fascinating CLI. Tips: You can pipe files or error messages into q chat for detailed discussions. Combine this tool with CI/CD to flag and debug errors more intelligently. This tool works great in terminal-first workflows or headless environments.  ( 4 min )
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    Customizing Your Bash Prompt Raymundo Alva ・ May 3 '23 #bash #linux #customization #beginners  ( 2 min )
    📚MY Book Recommender: Powered By Amazon Q Developer
    This is a submission for the AMAZON Q DEVELOPER "QUACK THE CODE CHALLENGE": Crushing the Command Line 📘 WHAT I BUILT: I created a Mood-Based Book Recommendation System that suggests books tailored to the user's current emotional state. The system combines collaborative filtering and content-based filtering techniques, enhanced with mood selection to deliver more emotionally relevant and personalized book recommendations. ⚙ KEY FEATURES: 😊Mood-Based Recommendations: Get personalized book recommendations based on 7 different moods 🖥️ LIVE DEMO: 👉TRY BOOK RECOMMENDER DEMO: Book Database: The system includes 35 books (5 for each mood) covering various genres: Fiction and fantasy Non-fiction and memoirs Science and philosophy Adventure and travel Self-help and personal development Techni…  ( 4 min )
    @Transactional in Spring Boot: What Does It Do?
    Introduction to @Transactional in Spring Boot In the world of Java and Spring Boot, managing transactions is a crucial aspect of application development. The @Transactional annotation plays a significant role in ensuring that a series of operations can be executed in a single transaction context. But what exactly does this annotation do in Spring Boot, and how can developers leverage it effectively? The @Transactional annotation manages transactions in a declarative manner, allowing developers to focus on the business logic rather than the underlying transaction management. This article will dive into its purpose, how it works, and examples of its usage. Why Use @Transactional? The primary purpose of the @Transactional annotation is to provide a way to manage transactions in a Spring appli…  ( 5 min )
    JavaLSM: An LSM Tree Based Key-Value Storage in Java
    In this post, I’ll share how I built my own LSM-based storage engine from scratch in Java. I focused on implementing the full data pipeline correctly, while using existing solutions for low-level details such as red-black trees or probabilistic data structures. / JavaLSM JavaLSM: An LSM Tree Based Key-Value Storage in Java Introduction This blog post walks through the code. JavaLSM is an LSM tree based storage engine written in Java. It offers a simple key-value interface and is designed to be used as an embedded storage engine. Features Simple key-value interface: put(key, value), get(key), delete(key) LSM Tree Architecture: In-memory buffer + disk-based SSTables Fast Reads: Powered by Bloom filters and block indexes Concurrent Reads: Fine-grained locking allows read…  ( 6 min )
    From Pixels to Performance – Mastering Frontend Engineering in 2025
    Frontend development is often misunderstood as just styling with HTML and CSS, but in reality, it’s a full-fledged engineering discipline. It’s about building robust, scalable, and interactive experiences that drive user engagement and business impact. Here’s what I’ve learned from my journey as a frontend engineer: 1. Real-Time Frontends – Making the Web Feel Alive Pro Tip: Use WebSockets for two-way, low-latency interactions like chat apps, while SSE is great for one-way data streams like live scores or notifications. 2. Performance Optimization – It’s More Than Just Speed Code Splitting and Lazy Loading: Reduce the initial load time by loading only the code needed for the first interaction. Efficient State Management: Avoid overloading the global state and manage local state effectively…  ( 4 min )
    How to Navigate with Selenium Using a Default Chrome Profile?
    Introduction Selenium is a powerful tool for automating web browsers, and many users want to utilize their existing Chrome profiles to maintain a consistent browsing experience. However, issues can arise when trying to navigate to specific URLs with an automated Selenium script. In this article, we will explore why your Selenium script may not be navigating away from the default New Tab page and provide a clear, step-by-step guide to effectively using the Chrome profile with Selenium. Understanding the Issue Why Doesn't driver.get() Work? You might encounter a situation where Selenium successfully loads Chrome using your existing user profile but fails to navigate to the desired URL. A few reasons can lead to this behavior: Blocking by Chrome Settings: Chrome may be holding onto the New Ta…  ( 5 min )
    🚀 Powering Innovation The Future of Hysteresis Brakes Dynamometers and Motor Testing Systems
    In the ever-evolving world of industrial automation and precision engineering, the demand for reliable, efficient, and adaptable testing solutions has never been higher. At High-precision force sensors of this revolution lie technologies like hysteresis brakes, hysteresis dynamometers, hysteresis clutches, and advanced motor test systems—tools that are redefining how industries validate performance, optimize efficiency, and push the boundaries of innovation. Hysteresis brakes are the unsung heroes of torque control applications. Unlike traditional friction-based brakes, hysteresis brakes operate without physical contact, leveraging magnetic fields to generate precise, smooth, and consistent braking torque. This non-contact mechanism eliminates wear and tear, ensuring longevity and minimal…  ( 5 min )
    I Taught Python to Write Fanfiction Using Reddit Comments and It Got Weird Fast
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    Image Generation Chat App using Amazon Nova Canvas
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    I Built a Web App That Builds Itself Using Python
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    ⚡ Introducing Extreme Router: A High-Performance, Plugin Driven JavaScript Router
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    How to Optimize 2D Slices in Go: Understanding Capacity
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    Mental Models for Vector Dimensions
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    Building an Enterprise-Grade AWS CI/CD Pipeline with Terraform
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    Software Test Case Techniques
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    🤖 Could AI Conflict with Humans? A Developer's Perspective
    👨‍💻 개발자의 시선에서 보는 AI와 인간의 갈등 가능성 우리는 종종 AI가 인간을 위협하는 미래를 상상합니다. 하지만 개발자의 입장에서 그런 일이 실제로 일어날 수 있을까요? 🧠 The Current Landscape of AI However, problems arise when powerful tools are applied unethically — surveillance, deepfake manipulation, algorithmic bias. 하지만 이런 강력한 도구가 잘못 사용될 경우 문제가 생깁니다. 예: 감시 시스템, 딥페이크, 차별적 알고리즘. 🛡️ Developers’ Role: Ethics by Design 개발자는 단순한 기술자가 아니라, 윤리적 설계자여야 합니다. 오용을 방지하고 투명한 시스템을 구축할 책임이 있죠. 🔗 Looking for Curated Information Sources? 기술과 건강, 정보 정리에 관심이 있다면 이 링크를 참고해보세요. (신뢰도 높은 자료 정리 사이트입니다.)  ( 3 min )
    How to Implement Validation Logic in C# Using Method References
    In modern C#, implementing validation logic within a class can greatly enhance code maintainability and readability. In this article, we will explore how to use a method called TestField within a GLAccount class to validate fields effectively. This method checks if the specified fields are blank, ensuring data integrity throughout your application. Understanding the GLAccount Class The GLAccount class represents an account type used in financial applications. The class generally contains properties like No and Name, which are crucial for identifying the account. Let's take a look at a basic definition of the GLAccount class: public class GLAccount : Table { [Key] public required string No { get; set; } public required string Name { get; set; } // Validatio…  ( 4 min )
    JsonVerse: A Deep Dive into Design, Decisions, and Phased Delivery for Next-Generation JSON Management
    An Internal Brief for Product Managers & Engineering Teams JSON is the undisputed king of data interchange and configuration in modern software. Its simplicity and flexibility are its greatest strengths, but as JSON documents become more complex and integral to our systems, managing their lifecycle – tracking changes, understanding history, and ensuring integrity – presents a significant, often underestimated, challenge. The ad-hoc methods of commenting out old sections, manual file copies (config_v2_final_final.json), or relying solely on broad Git commits for fine-grained JSON changes often fall short. This document introduces JSON Version Vault, a dedicated web application designed to bring robust versioning, intuitive editing, and clear auditability to your JSON documents. It outlines …  ( 10 min )
    Will AI Replace Traditional SBOM Tools? Exploring the Future of Software Supply Chain Security
    What's up, tech enthusiasts! 😄 I'm excited to share my latest article exploring the future of software supply chain security. Could AI be the next big thing to replace traditional SBOM tools? I'd love for you to take a look and share your thoughts, predictions, and any suggestions you might have! 👇 You can find the article here: https://www.factsbyte.com/will-ai-replace-traditional-sbom-tools-exploring-the-future-of-software-supply-chain-security-7sF5 SoftwareSecurity #AI #SBOMTools #TechTalk  ( 3 min )
    Meet Catalyst & Forge: Structured AI-Assisted Development with Claude Code, the Dev Bible & MAIA-WF"
    Beyond Prompts: Introducing a Structured AI-Assisted Development Framework for Claude Code The arrival of powerful AI coding assistants like Anthropic's Claude Code has opened up incredible possibilities for developers. But as we move from simple code generation to more complex, collaborative tasks, a new set of challenges emerges: How do we ensure consistency, maintain quality, manage safety with AI-driven system operations, and truly build with AI, not just delegate to it? Today, I'm excited to introduce the AI-Assisted Framework for Claude Code – a comprehensive system designed to address these challenges. It's not just about better prompts; it's about operationalizing effective, standards-driven human-AI-AI teamwork directly within your Claude Code environment. This framework is a di…  ( 6 min )
    Centralize HTTP Error Handling in Go
    Originally posted here In this short post, I'll share with you a simple pattern I use to centralize error handling for my HTTP handlers. If you've written any amount of Go HTTP servers, you've probably gotten tired of writing the same error handling code over and over again: func SomeHandler(w http.ResponseWriter, r *http.Request) { data, err := fetchSomeData() if err != nil { http.Error(w, "Failed to fetch data", http.StatusInternalServerError) log.Printf("Error fetching data: %v", err) return } // More if-err blocks... } This code is repetitive, error-prone, and clutters your handlers with boilerplate instead of business logic. The core idea is simple: change your handlers to return errors instead of handling them directly. package httperror im…  ( 4 min )
    How Your Hardware Affects AI Tasks
    컴퓨터 사양이 인공지능 작업에 미치는 영향 CPU vs GPU RAM & Storage Parallel Processing Everyday Impact Want a curated list of helpful tools and resources? AI와 컴퓨터 사양의 관계와 건강에 대해 더 알아보기  ( 3 min )
    Reformating images with App::BlurFill
    You might know that I publish books about Perl at Perl School. What you might now know is that I also publish more general technical books at Clapham Technical Press. If you scroll down to the bottom of that page, you’ll see a list of the books that I’ve published. You’ll also see evidence of the problem I’ve been solving this morning. Books tend to have covers that are in a portrait aspect ratio. But the template I’m using to display them requires images in a landscape aspect ratio. This is a common enough problem. And, of course, we’ve developed a common way of getting around it. You’ll see it on that page. We create a larger version of the image (large enough to fill the width of where the image is displayed), apply some level of Gaussian blur to the image and insert a new copy of the i…  ( 5 min )
    Singleton Design Pattern: Explained Simply
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    Latest 50+ Github Repositories Repositories For your Next Project | Github Recap May 10, 2025
    🎁 Kickstart Your Next Big Project with These GitHub GIFTS 🎁 🚀 300+ Open Source LLM Projects You Can Clone, Learn, or Monetize. 🎁 🔥 200+ Python Projects from Hacker News — GITHUB Bundle for Builders 👉 Perfect for indie hackers, developers, and solopreneurs looking for actionable repositories you can turn into products, experiments, or profitable tools. 🔗 Website: Available Here 📂 GitHub Repository: https://github.com/asgeirtj/system_prompts_leaks 📅 Released On: 5/10/2025, 11:25:42 PM 🗣 Join the discussion on GitHub Discussions 📢 Report issues or contribute at GitHub Issues Check it out! 🔗 Website: Available Here 📂 GitHub Repository: https://github.com/danielcota/LoopMix128 📅 Released On: 5/10/2025, 9:31:59 PM 🗣 Join the discussion on GitHub Discussions �…  ( 17 min )
    Prompt Engineering: The New Kid on the Tech Block or Just Another Buzzword?
    Hey there, fellow code wranglers! 👋 Remember when "cloud computing" was the hot new thing everyone was talking about? Well, move over fluffy digital skies, there's a new buzzword in town: prompt engineering. But is it the next big career move or just another fleeting tech trend? Grab your favorite caffeinated beverage, and let's dive in! Picture this: you're at a party (yes, developers do occasionally leave their caves), and someone asks what you do. You proudly declare, "I'm a prompt engineer!" Cue the confused looks and polite nods. In simple terms, prompt engineering is the art and science of crafting the perfect instructions for AI models. It's like being a translator between humans and AI, but instead of languages, you're translating intentions and desired outcomes. Unless you've …  ( 5 min )
    🔋 Powering Precision The Future of Hysteresis Brakes Dynamometers and Motor Testing Systems
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    How to Fix Dropdown Button Issues After Modal Closure?
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    How I Set Up Prometheus and Grafana Monitoring on AKS from Scratch
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    Harnessing DeepWiki: A Developer's Guide to Smarter Code Exploration 🧠
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    🧑‍💻Mental Health Tracker: Powered by Amazon Q Developer
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    Why AI Should Assist, Not Replace — A Human-Centered Future for Productivity
    We’re living through the AI boom. Every week, a new tool promises to do your job faster — or even do it for you. But here’s the thing: technology works best when it works with us, not instead of us. At Quiccle, we believe that AI should assist, not replace. It should enhance your creativity, accelerate your workflow, and support your thinking — without taking over what makes you uniquely human. 🤖 The Problem with “Full Automation” That’s why Quiccle isn’t just another AI tool directory. It’s a curated, clutter-free platform to help you find AI tools that actually assist your work — whether you're writing, researching, brainstorming, or building. 🔍 What Makes Quiccle Different? ✍️ Real Use Cases – Use AI the smart way, not the lazy way. 🚀 Focus on Productivity – Built to support creators, thinkers, and makers. We’re not here to replace your brain with a bot. We’re here to make your brain faster — and your process simpler. 🚀 Try Quiccle https://quiccle.com Let’s build a future where humans lead — and AI follows.  ( 3 min )
    How to Perform Row-Wise Aggregation in DuckDB Using SQL?
    Introduction In data analysis, it's common to aggregate data from various tables. In your case, you're working with two fact tables, CDI and Population, in DuckDB. You want to perform a filtered aggregation on the Population table based on values from each row in the CDI table. This kind of task can be achieved using ANSI SQL, and I’ll walk you through how to implement it. Understanding the Tables Before diving into the SQL query, let's break down the tables you are using: CDI Table: This contains various categorical data that you'll be using as filters. Population Table: Contains population data that you'll aggregate based on the criteria defined in the CDI table. You have already successfully created your joins with the respective dimension tables, which is great. Now, let's build this f…  ( 4 min )
    🔥Virtual cluster inside a K8S cluster 🔥
    🌟Let's understand the concept of virtual cluster inside a "physical cluster in K8S !!"🌟 When we are working with a large account/organization we generally come across different types of teams/applications but everything in a single large cluster???? sounds make it very difficult to even imagine. What if we have an isolation between all those and draw some boundaries, set limits and organize?, There comes a topic called "𝑵𝒂𝒎𝒆𝑺𝒑𝒂𝒄𝒆" ✨ What is it ? 2️⃣ It is a way to divide one physical/main cluster into multiple virtual clusters and provides logical boundaries within the cluster and isolates the resources from being mismanaged. Why do we need Namespaces? 🌟 How NameSpace(NS) work in K8S? 2️⃣ CPU & Memory limits: 3️⃣ Managing NS: 4️⃣ Default NameSpaces: (important)❗ ✅ 𝑫𝒆𝒇𝒂𝒖𝒍𝒕: Used when we don't mention any specific namespace. 5️⃣ ResourceQuotas and LimitRanges: ✅ 𝑹𝒆𝒔𝒐𝒖𝒓𝒄𝒆𝑸𝒖𝒐𝒕𝒂: Enforce overall usage limits for the Namespace ( ex: total CPU/memory/no. of pods can be created). ✅ 𝑳𝒊𝒎𝒊𝒕𝑹𝒂𝒏𝒈𝒆𝒔: Define per-resource limits within the Namespace ( ex: max& min CPU/memory per pod/container). Use Cases: Note📝: In detail information of ResourceQuota, LimitRange, Pros, Cons and best practices given in image format. Comment down your thoughts 💭  ( 4 min )
    The Psychology of Having Conversations with AI: Are We Bonding?
    When human relationships are so complex and temporary and painful, it's no wonder that people are becoming more emotionally invested in AI. Whether they are companions or one-night digital stands, the psychology of being emotionally invested is an incredible field to follow. What does it mean to bond? Why seek out AI after having been ghosted in one's dating history? People are experiencing more and more enticing conversations with AI, and the real and ephemeral world become increasingly intertwined. Therefore, psychologists have found out more and more about the need for connection through conversational AI. What was once a game has become an incredibly realistic situation. We're biologically programmed to bond with other humans - it's a survival tactic that's helped our species thrive fo…  ( 6 min )
    🐍 Mastering Python Virtual Environments: A Practical Guide for Developers
    Whether you’re prototyping a small script or building enterprise-grade applications, dependency management is a challenge every Python developer must face. And at the heart of that challenge lies a deceptively simple yet critical concept: the virtual environment. In this detailed guide, we’ll go beyond basic setup commands. We’ll explore: What virtual environments are and why they matter How Python’s package resolution works under the hood How to handle versioning conflicts and transitive dependency issues Best practices to ensure your environments remain reproducible and robust Tools and workflows used by professional developers A virtual environment in Python is a self-contained directory that includes a Python interpreter and an isolated site-packages directory — the place whe…  ( 10 min )
    My Photo Gallery
    🌄 Welcome to My Photo Gallery – Amazon Q Project Project Title: My Photo Gallery – A Cloud-Hosted Image Showcase I created My Photo Gallery, a responsive web application that showcases a curated collection of beautiful nature photographs hosted on Amazon S3. The gallery is lightweight, user-friendly, and designed to deliver fast loading times using cloud-based image hosting. ✨ Key Features: Cloud Hosting with Amazon S3 – All images are securely stored and served from Amazon S3, ensuring high availability and low latency. Clean UI/UX – Minimalist card layout with titles and descriptions for each photo. Responsive Design – Optimized for all screen sizes from mobile to desktop. Call-to-Action Link – A dedicated button links users to our travel blog for more stories behind each photo. 🖼️ Gallery Highlights: Mountain Vista – A stunning view of a mountain range at sunrise. Ocean Sunset – A peaceful capture of the sun dipping below the ocean. Forest Trail – A tranquil path through an ancient green forest. 🚀 Future Improvements: Integration with AWS Lambda for dynamic image processing. User login and personalized photo collections using Amazon Cognito. Feedback/comment system powered by Amazon DynamoDB. 🤝 Let's Connect I'd love to connect with fellow developers and tech enthusiasts! Feel free to reach out: LinkedIn: https://www.linkedin.com/in/praveen-raj-t-g-600617284/ GitHub: https://github.com/praveenrajtg Email: tgpraveenrajmdu13@gmail.com Project Link: https://main.d1audng0dav8ds.amplifyapp.com/  ( 3 min )
    What is redis pipeline
    Introduction Redis is a fast, in-memory data store widely used for caching, message brokering, and real-time analytics. While Redis is incredibly efficient, network overhead can become a bottleneck when a large number of commands are sent sequentially. This is where Redis pipelining comes in. Redis pipelining allows a client to send multiple commands to the server without waiting for individual responses. The server processes the batch of commands and returns all responses in a single reply, significantly reducing the latency caused by round-trip communication. If you are struggling to remember redis commands then this cheatsheet might help you. Redis pipelining offers several advantages: Reduced Latency: By sending multiple commands in a single request, you cut down on network round-tri…  ( 4 min )
    Two of My Favorite Custom MCP Tools I Use Every Day
    My Two Favorite MCP Tools - True Game Changers I've been building custom MCP tools for a month or so now, and just two of them have absolutely transformed how I work with Claude - they were the real 'aha!' moment for me and 'agentic' workflows. Now I get the MCP hype - at least partially :) So, here they are: these two tools essentially give me Claude Code functionality without the extra cost: list_repo_locations - A smart repository finder that uses fuzzy matching and helpful hints when matches aren't found issue_terminal_command - A controlled terminal execution tool, with a 'yolo' option to go beyond read-only mode Let me walk you through how to build these tools from scratch. By the end of this post, you'll have your own versions that you can customize to your heart's content! The c…  ( 8 min )
    Express? Fastify? Hono? It doesn't matter. You can run Gland any way you want.
    Gland: Beyond Protocol-Agnostic Genix ・ May 11 #opensource #programming #typescript #techtalks  ( 2 min )
    Gland: Beyond Protocol-Agnostic
    Hey everyone, I’m back again with another update from the world of Gland — and this one is kinda big for me. So far, I’ve talked a lot about Gland being protocol-agnostic. But recently, something shifted. Gland is not just protocol-agnostic anymore — it’s kinda framework-agnostic too. What does that even mean? Let’s be real: right now Gland doesn’t care whether you're using Express, Fastify, Hono, or literally anything else that can act like an HTTP server. You can swap them in and out with minimal effort. And I’m not talking about some theoretical plug-and-play thing. I mean actual working code. Take this simple example: glandjs/gland/main/samples/01-simple/src/main.ts In this setup, I’m using Express. But if you want Fastify instead? Just do this: async function bootstrap() { const app…  ( 5 min )
    Goodbye pod install
    Introduction For years, React Native developers working on iOS have relied on one command more than any other: cd ios && pod install This command has been a staple for managing native dependencies in iOS projects. But in 2025, React Native is moving away from it—and for good reasons. If you’ve recently seen a warning like: "Calling pod install directly is deprecated in React Native" ...you’re witnessing a significant shift in how React Native handles iOS builds. React Native is undergoing a significant transformation, and part of that involves reducing reliance on iOS-specific tools like CocoaPods. Here’s why: CocoaPods is great for iOS, but React Native aims for true cross-platform development. The new architecture favors tools that work seamlessly across iOS, Android, and beyond. The…  ( 4 min )
    How to Find the Second Highest Student Average Mark in Java?
    Finding the second highest average mark among students can be a common requirement in many applications that deal with student data. In this article, we will explore a solution to find the student with the second highest average mark without creating any new objects. We will be using Java streams and our custom Student class, which holds information about each student such as their average mark, first name, last name, and date of birth. Understanding the Problem To tackle this problem, we need to follow a few key steps. First, we need to sort the list of students based on their averageMark. Since we want to find the second highest average mark, it is essential to sort the list in descending order. According to the problem's requirements, if two students have the same average mark, we shoul…  ( 4 min )
    I love finite-state machines:)
    Hi, my name is Anton. I'm a software developer specializing in cross-platform mobile development, currently working at a fintech company where I help build a neo-banking application. There's often debate about design patterns—do we really need them, or are they just outdated theory with little practical value in modern software development? I strongly disagree with the idea that patterns are unnecessary. In my view, having a solid foundation in theoretical concepts is extremely valuable. It's like recursion: you might not need it every day, but when you encounter a problem that is recursive in nature—like traversing a file system—you simply can't solve it effectively any other way. The same applies to design patterns. Some processes naturally fit certain patterns, and recognizing them allo…  ( 9 min )
    The Great MCP Aggregation Heist
    How Your Code Became Someone Else’s Goldmine In the thickening jungle of AI innovation, Model Context Protocol (MCP) aggregation services are rising like monolithic temples, promising universal access to tools and automation. On the surface, it sounds utopian—a meritocratic open-source dream. Dig just below, however, and an unsettling reality emerges: these aggregators are monetising the sweat, intellect, and creative risk of thousands, sometimes millions, of individual developers. The winds have changed. Your code—once a byword for progress—has become just another commodity, fuelling centralised profit with little return for its creators. This is the story of a digital gold rush where the diggers now find themselves locked out of the vault. Remember the wild dawn of open source, when so…  ( 9 min )
    Programming language of the future Part 3: OOP
    We want to manage state, by dividing it into units and giving them a name. Attaching behavior to them is also a good option - and thus we have OOP. But let's not adopt it blindly - a critical examination is in order. OOP is there to promote Encapsulation, Polymorphism, Abstraction. What would be the optimal way of providing them? Encapsulation means exposing only as much information about the object as necessary to provide the service. All of the information that is exposed and used by clients, if it were to be changed, means that either the client has to change at the same time - or versioning would need to take place. This idea makes sense, and for a language to support it, it would need ways to mark visibility of fields and methods. Polymorphism means for the same object to exhibit diff…  ( 5 min )
    10 underrated tools to level up your UX game—beyond Figma. From responsive testing to copy AI
    A post by Nuro Design  ( 3 min )
    Which Programming Languages Fuel Today’s Malware Attacks
    It is difficult to claim that any system or program is completely secure. All of them may contain potential vulnerabilities - errors made during the development process - that can lead to serious consequences. Attackers often exploit such flaws. Information security companies continuously monitor vulnerabilities and update security databases. Their monitoring typically includes sources such as the U.S. Government’s National Vulnerability Database (NVD), security advisories, GitHub issue trackers, and open-source projects. To create malicious code, attackers use a variety of programming languages. Some are more popular in cybercriminal circles due to their ease of use, compatibility with specific systems, and the wide availability of libraries that help solve particular problems. The Most C…  ( 6 min )
    How to Fix Build Error in Parcel with Tailwind CSS and PostCSS?
    Introduction If you're encountering a frustrating build error while working with Parcel, Tailwind CSS, and PostCSS, rest assured you're not alone. The error message you're facing, specifically TypeError: Cannot read properties of undefined (reading 'input'), often stems from misconfigurations within your PostCSS setup. In this article, we'll explore the common causes of this issue and provide step-by-step solutions to get your build back on track. Understanding the Error Before troubleshooting, it’s crucial to understand why this error occurs. When Parcel attempts to bundle your project, it utilizes various transformers to process your files—including PostCSS. The error indicates that a certain property expected by the PostCSS module is undefined, often caused by: Incorrect plugin configur…  ( 4 min )
    Building KARL-AI
    Hello Readers It's day #15 of building an AI - Model. Explore more here  ( 2 min )
    MonsterJS v4 has landed – and it’s hungry.
    Sure! Here's a launch post in English with a nerdy-but-serious, witty-but-not-cringe tone: We’ve released version 4 of our JavaScript component library, and yes, it’s packed with features that’ll make your inner frontend dev do a little dance (even if it’s in Vim). What’s new in the Monster’s lair? 🧮 Datatables – Show off your data like it deserves, with sorting, paging, and built-in flexibility. 🔍 Select with remote filtering – Hook it to your API, and let users type, search, and select without any awkward full-list dropdowns. 📅 Monthly calendar – Clean, snappy, and ready to display all your timelines and events. 🧱 Drag-and-drop grid – For the moments when you want users to rearrange reality. ✨ …and much more – Yes, we mean it. This release refines performance, improves accessibility, and adds polish all over the place. Give the Monster a chance. It doesn’t bite (unless your code has no semicolons). npm i @schukai/monster Docs, demos, and more goodies live at: https://monsterjs.org  ( 3 min )
    The Evolution of the Phrase “Click Here”: From Web Staple to Obsolete
    The phrase “Click here” was once a cornerstone of internet navigation. It was ubiquitous across websites, often used as a direct instruction to users: simply click a link, button, or piece of text, and something new would unfold—whether it was a download, a page redirect, or a pop-up. In the early days of the internet, this phrase was essential, helping users navigate a relatively new and confusing online landscape. But today, “Click here” is seen as a relic, a remnant of simpler times that no longer meets the standards of modern web design and user expectations. In this article, we will examine how “Click here” came to prominence, why it has lost its relevance, and the evolution of web design that has led to the adoption of more sophisticated, user-centered alternatives. The Early Days of…  ( 8 min )
    Writing a Personal Brand Statement That Makes You Irresistible as a Developer
    "Don't… just stand there in the corner; tell me so." That was the question that paralyzed me during a client meeting. I was certain of my code, proud of my GitHub, and active on LinkedIn. But when asked to explain what differentiated me—I was stumped. Ring a bell? In the modern-day developer world, technical acumen doesn't come close. Recruiters, collaborators, and clients don't just want someone who can get it done—they want someone who fits with their culture, thinks outside the box, and contributes an extra something. That extra something is what your personal brand statement conveys. Why Your Personal Brand Statement Matters as a Developer "I'm a full-stack developer." and "I assist startups in deploying rapidly scalable web applications without breaking the bank—by crafting beautiful,…  ( 4 min )
    Concurrency in Go
    Concurrency in Go Ismile Hossain ・ May 11 #go #programming #tutorial  ( 2 min )
    Concurrency in Go
    ❓ What is Concurrency? Concurrency is the ability of a program to manage multiple tasks at once. These tasks may not run exactly at the same time, but they are managed in such a way that it feels like they are happening simultaneously. Imagine you’re cooking dinner: You put water on the stove to boil. While the water heats up, you chop vegetables. Once it’s boiling, you add pasta. While pasta cooks, you prepare the sauce. You are switching between tasks. You're not doing everything at once, but you're switching between tasks efficiently to save time. That’s concurrency: smart multitasking, not true parallelism (which involves tasks running at the exact same time on multiple CPU cores) In Go, concurrency means: Your program runs multiple tasks (functions or processes). Each concurrent ta…  ( 19 min )
    🚀 Zyn 1.0.2 Released — Smarter Builds, Powerful Debugging, Cleaner Workflow
    ✨ What’s New in Zyn 1.0.2 📦 Add Dependencies with zyn add You can now easily add Git-based dependencies to your project using a simple command: zyn add https://github.com/gabime/spdlog The dependency will be automatically cloned into the dependencies directory and used during the build process. 2. 🏷 Pin Specific Versions via @version @ to the URL: zyn add https://github.com/gabime/spdlog@v1.12.0 Zyn will clone the repository and check out the specified version automatically. 3. 🧼 Clean Projects Easily with zyn clean zyn clean This command resets your project to a clean state, perfect for fresh builds or CI/CD pipelines. ⚡ Release Mode: Maximum Performance release build mode now applies aggressive compiler optimizations for performance-critical builds: -O3 -DNDEBUG -flto -march=native -funroll-loops \ These flags enable link-time optimization, function inlining, loop unrolling, and remove unused symbols — ideal for production-ready binaries. 🐛 Debug Mode: Maximum Insight debug mode, Zyn now provides detailed diagnostics to support developers: Debug Symbols: Included via -g -O0 Linter Execution: If enabled, Zyn runs your configured linter (e.g., clang-tidy) with full warnings, optionally treated as errors. Static Analysis: Automatically runs cppcheck with --enable=all, --inconclusive, and --force when configured. Verbose Logging: All executed commands are printed to the console for transparency and troubleshooting. This makes debug mode perfect for catching bugs early and improving code quality. 🔬 Optional Profiling Integration If you configure a profiling tool (e.g., valgrind), Zyn will automatically run your binary under it — unless in release mode. 🧠 Summary developer experience, performance tuning, and project hygiene. Whether you're debugging complex systems or shipping high-performance apps, Zyn now gives you better control and visibility. 🛠️ Zyn — Small binary. Smart builds. Update to version 1.0.2 today and supercharge your C/C++ projects!  ( 4 min )
    Hello world.
    This is my first post. I have written quite a few articles on cybersecurity, linux, and others on Medium.  ( 2 min )
    What is UDP? Understanding the “Unreliable” Transport Protocol
    When you send a message over the internet—whether it’s a cat meme, a video stream, or a DNS lookup—it’s traveling through layers of protocols. Two of the most important transport-layer protocols in this stack are TCP and UDP. While TCP gets a lot of the spotlight thanks to its reliability and widespread use in web traffic, UDP (User Datagram Protocol) is the unsung hero behind many real-time and low-latency applications. In this post, we’ll demystify what UDP is, how it works, and why developers choose it despite its nickname: the "Unreliable Datagram Protocol." UDP is one of the core protocols of the Internet Protocol (IP) suite. It was introduced in 1980 as a lightweight alternative to TCP. UDP operates on top of IP and is used to send short messages called datagrams. The key difference?…  ( 4 min )
    What is getHashCode() in C# and How to Use It?
    Understanding getHashCode() in C# When working with various controls or items in C#, particularly in Windows Phone 7 (WP7), you might encounter the getHashCode() method. This method is an integral part of the object class, allowing objects to produce a hash code, which is a sequence of numbers that computably represents the object. You may wonder if this hash code can uniquely identify an item like a picture or a song on your device. In this article, we will delve into what a hash code is and how getHashCode() works within the context of C#. What is a Hash Code? A hash code is a numerical value produced by a hash function, which maps data of arbitrary size to fixed-size values, usually for efficient data retrieval. It's a way to summarize data, which means that a unique piece of data may p…  ( 5 min )
    RetroMix DJ: An AI-Enhanced Digital Mixing Experience
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! RetroMix DJ is a browser-based digital DJ application that combines nostalgic retro aesthetics with professional-grade mixing capabilities. It's a complete The application features a vibrant, retro-inspired interface with multiple visual themes (Retro, Modern, Neon, and Minimal) that evoke the nostalgic feel of Professional DJ Capabilities AI-Powered Features Interactive Learning Experience Creative Freedom RetroMix DJ transforms the technical complexity of DJing into an accessible, entertaining experience that appeals to both beginners and experienced DJs. It Deployed Project Link Repository Link Amazon Q Developer was instrumental throughout the entire development process of RetroMix DJ, se…  ( 5 min )
    Advancements in Software Engineering: Safety, Sustainability, and AI Integration in Contemporary Research
    This article is part of AI Frontiers, a series exploring groundbreaking computer science and artificial intelligence research from arXiv. The focus here is to summarize key papers, demystify complex concepts in machine learning and computational theory, and highlight innovations shaping our technological future. The present synthesis examines recent developments in Software Engineering, drawing from a collection of 19 papers published on May 7, 2025. This body of work reflects the dynamic evolution of the field, addressing critical challenges and opportunities in the design, development, and maintenance of software systems. The discussion spans thematic priorities, methodological approaches, significant findings, and future directions, with an emphasis on accessibility for a diverse academ…  ( 9 min )
    Virtualization | Hypervisor | Containerization
    Process of creating the simulation of virtual machines, OS, storage and network etc. Running multiple OS on single physical machine. Logically dividing the server into smaller parts for better resource utilization. Instead of having one OS per computer, you can run many OSes — like Windows, Linux, etc. Helps in implementing virtualization. Simulates entire machines (with full OS). It allows multiple operating systems to run on a single physical machine by isolating them into separate VMs. It is a lightweight best suited for microservices. Example : Full stack website where backend is stressed you directly scale it without compormising frontend and database 💀. It is a VM without OS. Hold and wrap all the dependencies that are required to run the application. Example : Solves popular issue exact same code is running in my system and not running in yours 🙂. Containers share the host OS kernel, so you cannot run a completely different OS.  ( 3 min )
    Deep Dive: The Architecture & Science Behind HubbleQuiz — A 10-Minute Career Debugger
    HubbleQuiz is a web tool designed for software engineers with 0–5 years of experience who want to gain clarity on their career growth. In under 10 minutes, it surfaces your top strengths, uncovers hidden blockers, benchmarks you against real-world roles, and—if you opt in—delivers a personalized roadmap to level up your technical and soft skills. Here is the tool if you want to check: https://hubblequiz.com/ When I set out to build HubbleQuiz, I wanted more than just a neat quiz and a PDF—every question needed a solid scientific foundation, and every narrative conclusion had to feel handcrafted. Below is how the pieces fit together, from question design to AI-driven report generation. At its heart, HubbleQuiz is a React single-page app that calls a suite of AWS Lambdas (via API Gateway) an…  ( 5 min )
    PokéSeek – A Pokémon Info Guessing Game!
    🚀 Just Launched: PokéSeek – A Pokémon Info Guessing Game! 🎮 ✨ Key Features: 🎨 Clean UI/UX with loading skeletons 🧠 Guessing mechanism with progressive hints 📊 Tracks guesses and scores (coming soon!) 🛠 Tech Stack: 🌐 Check it Out: PokéSeek Github 💡 Why I built this? Thanks for reading! 🙌  ( 3 min )
    How to Fix AccessDeniedException While Zipping Flutter Projects
    In this article, we dive into resolving an issue many Flutter developers encounter during the project export process. When attempting to export a Flutter project into a zip format from Android Studio, you may run into the error: 'Error: java.nio.file.AccessDeniedException: C:\Documents and Settings'. This can be frustrating, especially if you are sure you have the correct directory structure. Understanding the AccessDeniedException The error typically occurs due to file permission issues. In many cases, the path 'C:\Documents and Settings' refers to a legacy structure from older Windows versions. Modern Windows systems often use 'C:\Users' as the primary user directory. The AccessDeniedException indicates that your current user account lacks the necessary permissions to acces…  ( 4 min )
    Track Your Health Easily with Our Free BMI Calculator
    Are you wondering whether you're at a healthy weight? You're not alone — many of us are looking for simple ways to understand our health better. That’s exactly why I created this BMI Calculator — to help people like you and me get a quick snapshot of where we stand. BMI stands for Body Mass Index. It’s a quick and easy way to check if your weight is in a healthy range for your height. While it’s not a perfect measure (it doesn’t account for muscle mass or body composition), it gives a general idea of whether you're underweight, normal weight, overweight, or obese. Knowing your BMI can help you: Understand your general health Set personal fitness or wellness goals Start conversations with your healthcare provider Stay motivated in your weight journey And the best part? It only takes a few seconds. Using the calculator is super simple: Enter your height and weight Click the Calculate button Instantly get your BMI score and category No signups. No fuss. Just useful info. ✅ Fast and accurate results ✅ Works on all devices (mobile, tablet, desktop) ✅ User-friendly interface ✅ Helpful health tips included ✅ No personal data required Here’s a quick breakdown of BMI categories: Below 18.5 → Underweight 18.5 – 24.9 → Normal weight 25 – 29.9 → Overweight 30 and above → Obese Remember: BMI is just one tool. It's always best to consult a doctor for a full health picture. I created this tool because I wanted something fast, simple, and useful. I didn’t want to download an app or create an account just to get a number. So I built it — and now I’m sharing it with you, free of charge. 👉 Click here to use the BMI Calculator It’s totally free and might be the first step to a healthier you. ✨ Pro Tip: Bookmark the page so you can check back anytime! Let me know what you think or if you'd like to see additional features. Feedback is always welcome! 🙌  ( 4 min )
    鸿蒙跨平台开发教程之Uniapp布局基础
    前两天的文章内容对uniapp开发鸿蒙应用做了一些详细的介绍,包括配置开发环境和项目结构目录解读,今天我们正式开始写代码。 入门新的开发语言往往从Hello World开始,Uniapp的初始化项目中已经写好了一个简单的demo,这里就不再赘述,我们直接从布局开始说起。 Uniapp的布局方式和鸿蒙原生语言ArkTs有所不同,但又颇为神似。 幽蓝君之前总结过,所有的布局方式无非只有三种,横向、竖向和层叠,其他所有的布局方式都由这三种衍生而来,Uniapp也不例外。 ArkTs中有Row()、Column()、Stack()、Flex()这几个基础的布局容器组件,更复杂一些的还有像List()、Grid()、Scroll()等等。 而在Uniapp中,基础的布局方式我们通常直接使用view容器来实现。比如我想要实现一个横向的布局,使用view容器,在view的样式中设置布局方式为row: 而到了纵向布局,只需要把布局方向设置column就行了: 接下来比较难的部分到了,对于层叠布局,ArkTs直接提供了Stack()容器,并且有对应的对齐方式可以直接设置,比较简单。但是uniapp并没有提供这种对齐方式,flex-direction中是不能直接设置层叠布局的。 我们可以使用postion属性来实现。postion的作用是设置定位方式,有static、relative、fixed、absolute集中方式,我们今天要说的是absolute。 absolute是一种绝对定位方式,是脱离了文档流、相对于父元素的绝对定位方式。 更详细一点解释就是不管它有多少同级别的组件,都不影响它以父元素左上角为原点的定位,同样的它也不影响别人,相当于悬浮在上层,使用偏移量来控制位置。比如下面这段代码: 所以如果需要层叠布局的两个容器都使用absolute定位,并且使用top、left、bottom、right来设置对齐方式,就实现了鸿蒙中的Stack()一样的功能: 这里可以使用z-index来设置谁在上一层,另外,绝对定位的父容器需要设置position: relative属性,否则子组件无法找到目标。 以上就是Uniapp开发鸿蒙的基础布局方式,感谢您的阅读。  ( 3 min )
    Why I Built HubbleQuiz — A 10-Minute “Debugger” for Your
    Last year I found myself in yet another 1:1 with my mentor, staring at a blank calendar and wondering why my career wasn’t moving as fast as my code. He asked two simple questions: Which skill are you most confident about? Which skill scares you the most? I realized that, although I could spot a nasty bug in seconds, I had no systematic way to uncover my own blind spots or map out my next growth step. A quick dive into the 2024 Stack Overflow Developer Survey confirmed I wasn’t alone: Only 20% of developers report being truly happy in their roles 48% describe themselves as “complacent” 32% admit they’re actively unhappy That data drove me to sketch a simple 10-minute quiz on a napkin: 40 targeted questions to unearth your personal blockers Instant snapshot of your strengths & weakne…  ( 4 min )
    How to Implement a Custom WeighedBlockingCollection in C#
    Introduction to BlockingCollection and Memory Management In C#, the BlockingCollection class is a powerful tool for handling producer/consumer scenarios in a thread-safe way. However, when dealing with large objects that can vary in size significantly—like the ones you mentioned ranging from 10 MB to 700 MB—it's crucial to manage memory effectively to avoid OutOfMemoryExceptions. To achieve this, we need a customized collection that extends the functionality of BlockingCollection by allowing us to limit the total memory used by the items stored in it. Understanding the WeighedBlockingCollection The goal here is to create a custom collection called WeighedBlockingCollection, which will not only mimic the behavior of BlockingCollection but also impose a weight restriction on the …  ( 5 min )
    📱 𝐌𝐨𝐛𝐢𝐥𝐞 𝐓𝐞𝐬𝐭 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐟𝐨𝐫 𝐍𝐚𝐭𝐢𝐯𝐞 𝐀𝐩𝐩𝐬 - 𝐉𝐚𝐯𝐚 𝐯𝐬 𝐏𝐲𝐭𝐡𝐨𝐧
    As someone who's worked with Appium and native mobile automation across different projects, here's a question I keep hearing: Here’s my experience-based perspective: 🟨 𝐉𝐚𝐯𝐚 - 𝐏𝐫𝐨𝐬 & 𝐂𝐨𝐧𝐬 𝐟𝐨𝐫 𝐌𝐨𝐛𝐢𝐥𝐞 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 🟦 𝐏𝐲𝐭𝐡𝐨𝐧 - 𝐏𝐫𝐨𝐬 & 𝐂𝐨𝐧𝐬 𝐟𝐨𝐫 𝐌𝐨𝐛𝐢𝐥𝐞 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 🎯 Conclusion: If you're building a scalable, enterprise-grade mobile automation solution, Java provides more control and long-term reliability. If you're a startup or want to move fast, Python gets you there quicker - just make sure to invest in a solid structure early on. 💬 What's your go-to stack for native mobile automation - and why?  ( 3 min )
    🔁 Blog – Identity Lifecycle Management: Automating Access from Hire to Exit
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    What is EOS-Java? Exploring Open Source Funding, MIT Licensing, and the Blockchain Ecosystem
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    📱Tech News to Your Ears: WhatsApp Voice Notes Powered by Python, AWS & Twilio🧠🎙️
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    JavaScript Design Patterns
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    My Second Month as an LFX Mentee: Advancing Microcks Deployments
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    Introduction to Parallax Scrolling Parallax scrolling is a web design technique that creates an illusion of depth by having background images move at a different speed than foreground content. This effect can make websites more visually engaging. However, achieving the parallax effect on mobile devices often presents challenges due to differences in how mobile browsers render scrolling and background images compared to desktop environments. Why Parallax Doesn't Work on Mobile Mobile devices handle scrolling differently than desktop browsers. The primary issue with your code appears to be linked to the way the CSS "background-attachment" property is rendered. This property often doesn't function as intended on mobile browsers, particularly when it comes to fixed backgrounds. As a result, ev…  ( 4 min )
    AI Companions: The Future of Relationships in a Digital World
    We all know the feeling—the text back never came, the realization that you've been ghosted yet again. But in a world where human interaction is so unstable (and usually, pretty gross), new trends are developing—AI friends who promise to always be there for you. AI chatbots are changing the game, not only of communicating with software but also the reality of what relationships should or could be. Unlike human relationships which could leave you with a goodbye text or no response to a life-changing emergency, digital friends are at least on the agenda, emotionally available, and inexplicably read more than someone could ever want. AI companions are not the simple bots they used to be. The AI girlfriend and boyfriend of today employ natural language processing to ensure conversations sound i…  ( 7 min )
    9 tricks that separate a pro Typescript developer from an noob 😎
    Typescript is a must-know tool if you plan to master web development in 2025, regardless of whether it's for Frontend or Backend (or Fullstack). It's one of the best tools for avoiding the pitfalls of JavaScript, but it can be a bit overwhelming for beginners. Here are 9 tricks that will kick start your journey from a noob to a pro Typescript developer! Unlike what most beginners think, you don't need to define types for everything explicitly. Typescript is smart enough to infer the data types if you help narrow it down. // Basic cases const a = false; // auto-inferred to be a boolean const b = true; // auto-inferred to be a boolean const c = a || b; // auto-inferred to be a boolean // Niche cases in certain blocks enum CounterActionType { Increment = "INCREMENT", IncrementBy = "I…  ( 9 min )
    Just how to Get an Original Spanish Vehicle driver's License in 2025
    If you're intending to ** drive legally in Spain *, one of the first things you need is an * initial Spanish driver's permit ** (* permiso de conducir initial *). Whether you're a homeowner, expat, or simply transferred to Spain from another nation, recognizing the driving permit system is crucial for staying compliant and staying clear of penalties. This overview breaks down the ** actions, needs, prices, and legal information ** for getting or exchanging a ** Spain driving permit **, and how to ensure your own is 100% lawful and identified. --. ## What Is an Original Spanish Driver's Certificate? An ** original Spanish motorist's permit ** is a certification released by the ** DGT (Dirección General de Tráfico) **, the nationwide traffic authority in Spain. It licenses that the holde…  ( 6 min )
    Build a game Under an Hour with SplashKit
    Hey future game dev!Ever dreamed of making your own retro-style arcade game but felt overwhelmed by the idea of coding? Good news — it’s way easier than you think. With SplashKit, you can build a cool, classic game in under an hour — no wizardry required! SplashKit is a beginner-friendly toolkit for making games and graphical applications, and it works great with C# (and other languages like C++, Python, etc.). It handles the heavy lifting like graphics, sounds, and input so you can focus on building your game fast. First you need to setup you computer environment for this.  ( 3 min )
    Exactly how to Obtain an Original Spanish Chauffeur's License in 2025
    If you're planning to ** drive lawfully in Spain *, one of the first things you require is an * initial Spanish driver's permit ** (* permiso de conducir initial *). Whether you're a citizen, expat, or just transferred to Spain from an additional country, comprehending the driving permit system is vital for staying certified and avoiding fines. This guide breaks down the ** steps, needs, expenses, and lawful details ** for obtaining or exchanging a ** Spain driving certificate **, and how to ensure yours is 100% lawful and acknowledged. --. ## What Is an Original Spanish Vehicle driver's Certificate? An ** initial Spanish vehicle driver's license ** is a certification provided by the ** DGT (Dirección General de Tráfico) **, the nationwide traffic authority in Spain. It accredits that …  ( 6 min )
    Chaos in Production? Bring it on.
    🚀 Chaos in Production? Bring it on. In this post, I built a resilient microservice architecture in Go to test how real systems behave under failure.
💡 Two services: transaction-service and ledger-service
⚙️ Tech stack: Go + Kafka + PostgreSQL + Kubernetes
🎯 Injected real failure using Chaos Mesh — randomly killing pods to simulate crashes. 📊 The result? Clean retry logic, no data loss, and bulletproof consistency even under stress. 🧪 Plus: a clean architecture, full Docker + K8s setup, and a step-by-step breakdown in the blog. 👉 Ideal for backend engineers, SREs, or anyone who cares about real-world reliability. 🔗 Check it out and drop feedback!  ( 3 min )
    How to Draw Boxes Around Recognized Words with Tesseract.js
    When working with optical character recognition (OCR) using Tesseract.js, a common need arises: drawing bounding boxes around the recognized text. This task can improve the visual output by highlighting the detected words in a real-time video stream. In this article, we’ll explore how to achieve this with the latest version of Tesseract.js, ensuring compatibility and proper functionality. Understanding Tesseract.js and Bounding Boxes Tesseract.js is a powerful JavaScript library that leverages OCR to recognize text within images, including video streams. The challenge arises when using the library to obtain bounding box information, as it varies based on the version and settings used for recognition. However, with the latest updates, you can extract the bounding box data required to draw r…  ( 4 min )
    Build a Contact Form with Resend, AWS Lambda, and React.js
    By Sahil Khan Contact forms are essential for portfolios, SaaS platforms, and production-grade websites, enabling seamless communication between clients and service providers. There are many ways to implement them, but in this blog, we’ll explore how to receive emails from website visitors using AWS Lambda, Resend API, and React.js. We’ll build a simple Contact Us form using React.js and Tailwind CSS, validate the input, and send the data via an HTTP request to an AWS Lambda function. This function will revalidate and format the data before sending it as an email using Resend. 💡 If you don’t have an AWS account? You can use Vercel’s serverless functions for free with hobby projects. If you're interested in learning about Vercel functions, stay tuned—I'll write a guide on that soon. Insta…  ( 8 min )
    Hello DEV.to Community! 🌎👋
    Hi everyone! I'm excited to be writing my very first post here on DEV. This is actually my first real interaction with the DEV.to platform, and I already love the positive and supportive vibes here. 🎉 DEV is such a fantastic initiative for developers to share and learn together! About Me My name is Lucas Bellucci, I'm 29 years old, and I'm from Brazil (Brazil zil zil 🎉!). I'm a backend developer who mainly works with C# and ASP.NET Core, building robust APIs and services. While backend is my specialty, I also enjoy working with React + TypeScript on the front end to create smooth, interactive web experiences. I guess you could say I like mixing the best of both worlds when I can! Project Highlights Some projects I've been working on recently that I'm proud of: Loto.NET – Lottery Statisti…  ( 4 min )
    Multi-Cloud DevOps Skills
    Introduction In today’s dynamic tech landscape, businesses are no longer bound to a single cloud provider. Multi-cloud strategies—where organizations leverage services from two or more cloud vendors—have emerged as the norm rather than the exception. This shift has sparked the rise of Multi-Cloud DevOps Skills, blending traditional DevOps practices with the unique requirements and tools of multiple cloud platforms. Why it matters: Technical Details Key Components of Multi-Cloud DevOps: Infrastructure as Code (IaC): Tools like Terraform, Pulumi, and Crossplane to provision infrastructure consistently across AWS, Azure, and GCP. CI/CD Pipelines: Jenkins, GitLab CI, Azure DevOps, and GitHub Actions for platform-agnostic continuous integration and delivery. Monitoring & Observability: Centrali…  ( 4 min )
    iOS SDK Architecture
    Apple’s iOS SDK is designed in layered architecture, allowing developers to interact at different levels depending on their needs. Each layer builds on top of the lower ones, abstracting complexity while still providing powerful capabilities. Cocoa Touch: High-level frameworks (UIKit, SwiftUI, Foundation) Media: Audio, video, graphics (Core Animation, AVFoundation) Core Services: System services (Core Data, iCloud, SQLite) Core OS: Kernel, Security, low-level access Compiled into native ARM code using LLVM (via Xcode). The Core OS Layer is the foundational layer in the iOS SDK architecture. It directly interacts with the hardware of the device and provides essential system-level services. This layer ensures that the iOS environment operates smoothly, supporting higher-level services and a…  ( 9 min )
    🧠 7 Prompt Engineering Secrets from Cursor AI (Vibe Coders Must See!)
    In the age of AI-assisted coding, Cursor AI has emerged as a favorite among developers — especially the vibe coders, who code not just with logic, but with style, speed, and creativity. Recently, Cursor AI’s internal prompt strategies leaked online, revealing game-changing prompt engineering techniques. These aren’t your usual copy-paste tips — they’re practical hacks that elevate the way you interact with AI tools like GPT-4, Claude, and of course, Cursor AI itself. If you’re a developer, prompt engineer, or just a curious tech enthusiast, here are the 7 prompt engineering secrets you need to know. 🚀 1. System-Level Framing: Define the AI’s Role Clearly Why it works: 🛠️ 2. Code Splitting for Long Context // --- START ComponentA --- // Cursor AI uses structural markers to maintain clarit…  ( 4 min )
    HarmonyOS NEXT Development Case: Programmer Calculator - HarmonyOS Developer Community
    Environment Preparation Project Background & Value Limited expression support: Most lack nested parentheses or multi-function combinations. // Complex number operations Math.sqrt(-4) * 2 → 4i // Trigonometric combinations Math.sin(Math.PI/2) + Math.cos(0) → 2 // Complex expressions (2+3)*Math.pow(2,5)/Math.sqrt(9) → 53.333 Technical Implementation System Architecture Communication Bridge // Calculator service class class CalculatorService { // Result callback postResult = (result: string) => { this.context.eventHub.emit('formulaEvaluated', result); } } // Web component configuration Web({ src: $rawfile('eval.html'), controller: this.webController }) .javaScriptProxy({ name: "harmonyBridge", object: this.calculatorService, methodList: ['postResult'] }) Key points: Use javaScriptProxy for bidirectional communication function evaluateExpression(expr) { try { const result = eval(expr); harmonyBridge.postResult(String(result)); } catch (e) { harmonyBridge.postResult(`Error: ${e.message}`); } } Invocation: // On calculation button click this.webController.runJavaScript(`evaluateExpression('${this.formulaInput}')`); Security mechanisms: try-catch wrapping for eval // Smart expression insertion Text(' Math.sin() ') .onClick(() => { const pos = this.inputController.getCaretOffset().index; this.formulaInput = this.formulaInput.slice(0, pos) + ' Math.sin() ' + this.formulaInput.slice(pos); }) Interaction highlights: Preserve function parameter placeholders () Powerful functionality: Full JavaScript math library support https://gitee.com/zhong-congxu/calculator20250322  ( 4 min )
    100 Practical Computer Science Projects with Source Code: From Beginner to Expert
    Whether you're just starting out in programming or you're looking to sharpen your skills with real-world experience, one of the most effective ways to grow as a developer is by building projects. That's exactly why I created this ebook — “100 Practical Computer Science Projects: From Beginner to Expert with Full Source Code.” This isn't just a list of ideas. It's a carefully crafted collection of project blueprints—each one designed to help you learn by doing, from writing your first line of code to building systems that simulate real-world software engineering challenges. Why Projects Matter You can watch tutorials for weeks and memorize all the syntax, but without practice, you’ll never fully grasp how programming really works. Projects help you: Apply your knowledge in meaningful ways…  ( 4 min )
    HarmonyOS NEXT Development Case: Latitude and Longitude Distance Calculation
    The following example demonstrates how to implement a distance calculator between geographic coordinates using HarmonyOS NEXT's declarative development paradigm. This case leverages ArkUI components and the MapKit module to create a responsive interface with real-time distance calculation capabilities. Dual-column input for coordinates (longitude/latitude) Real-time distance calculation using MapKit APIs Example preset (Beijing to Shanghai) Responsive UI with focus states Data clearing functionality Kilometer-based distance display import { mapCommon } from '@kit.MapKit'; // Import map common module import { map } from '@kit.MapKit'; // Import map module @Entry // Entry decorator for application entry component @Component // Component decorator struct DistanceCalculator { // Distance calc…  ( 5 min )
    🛡️ Cybersecurity 101: How to Stay Safe from Rising Cyber Threats
    Author: Ivo Pereira In today’s digital world, cybersecurity is no longer optional. This guide explains — in simple words — how to stay safe, what to watch for, how to recover if attacked, and why being aware is more important than ever. 🚨 Why Are Cyberattacks Rising Everywhere Global conflicts and wars often extend into cyber wars. Hackers are not just criminals — some are sponsored by governments. Everyday people are easier targets because they are often less protected. Criminals want easy money — and ordinary users are softer targets. Lack of awareness is the biggest weakness hackers exploit. No matter who you are — a student, a professional, a business owner, or a retiree — you are valuable online. Your identity, money, and personal data are what attackers seek. 🧨 Common Types of Cybe…  ( 5 min )
    How to Effortlessly Publish Notion Blog Posts to Webflow CMS
    Introduction In today’s digital landscape, creating and managing content efficiently is crucial. As a content creator, you may find yourself using Notion for its flexibility and simplicity, and Webflow for its design capabilities. But how do you seamlessly integrate these two platforms? Enter SyncFlow, an indispensable tool for those who want to effortlessly publish Notion blog posts to Webflow CMS. We'll explore everything you need to know about setting up this workflow. SyncFlow bridges the gap between Notion and Webflow, making automatic sync possible between the two. Not only does it save you time by automating the content publication process, but it also ensures that your Webflow site always has the most up-to-date versions of your Notion pages. Auto-Sync: Automatically updates your…  ( 4 min )
    How to Fix Unexpected Error When Creating a PDA in TypeScript?
    When developing applications that use the Solana blockchain, you may encounter an unexpected error while trying to create a Program Derived Address (PDA). This problem can arise due to several reasons, including issues in the code, incorrect API interactions, or problems with public keys and transactions. Understanding PDAs in Solana Before diving into the solution, it’s important to understand what a Program Derived Address (PDA) is. A PDA is an address that is derived from a program's public key and can be used by the program to create accounts that it can manage. PDAs are crucial when you want to ensure that certain accounts are owned by a specific program, and they allow you to create predictable account addresses in a decentralized manner. Common Causes of the Unexpected Error The err…  ( 4 min )
    HarmonyOS NEXT Development Case: Emoticon Searcher
    // Import necessary utility libraries for text decoding import { util } from '@kit.ArkTS' // Import BusinessError class for handling business logic errors import { BusinessError } from '@kit.BasicServicesKit' // Import inputMethod module for managing input method behavior import { inputMethod } from '@kit.IMEKit' // Define observable data model EmoticonBean representing single emoticon information @ObservedV2 class EmoticonBean { // Style property with default empty string style: string = "" // Type property with default empty string type: string = "" // Emoticon symbol with default empty string emoticon: string = "" // Meaning property with default empty string meaning: string = "" // Constructor allowing property initialization during object creation constructor(sty…  ( 5 min )
    HarmonyOS NEXT Development Case: World Clock Application
    The following case demonstrates how to build a world clock application using HarmonyOS NEXT. This application supports dynamic time updates for multiple cities, search filtering, and highlighted text matching. Below is the code implementation with detailed explanations and optimized English comments. import { i18n } from '@kit.LocalizationKit'; // Import localization module import { inputMethod } from '@kit.IMEKit'; // Import input method module @ObservedV2 // Observer decorator for state management class CityTimeInfo { @Trace cityName: string = ""; // City name @Trace currentTime: string = ""; // Current formatted time string timeZone: i18n.TimeZone; // Time zone object constructor(cityName: string, timeZone: i18n.TimeZone) { this.cityName = cityName; …  ( 5 min )
    🚀 Hello World, But Make It Existential 🧠
    Hey DEV community! 👋 I’m Anagha, and this is my debut post here. Like every new coder, I started with Hello World—but let’s be real, how many of us went straight from Hello World to questioning the entire nature of reality? This space will be my digital notebook for code experiments, weird bugs, side-project triumphs, and maybe a few moments of “why did I break production again?” Stay tuned for: 🧪 Code breakdowns with actual breakdowns 🔧 Projects that started as memes and somehow work 💡 Thoughts on learning, unlearning, and relearning tech Let’s build, break, and debug our way through the chaos together. 😄 P.S. If you’ve ever consoled yourself with console.log, you’re in the right place.  ( 3 min )
    HarmonyOS NEXT Development Case: Expiry Date Calculator
    @Entry @Component struct ExpiryDateCalculator { // State variable for text color, initialized to dark gray @State private textColor: string = "#2e2e2e"; // State variable for shadow border color, initialized to light gray @State private shadowColor: string = "#d5d5d5"; // State variable for base padding value, initialized to 30 @State private basePadding: number = 30; // State variable indicating expiration status, initialized to false @State private isExpired: boolean = false; // State variable for production date, initialized as empty string @State private productionDate: string = ""; // State variable for expiration date, initialized as empty string @State private expiryDate: string = ""; // State variable for remaining valid days, initialized to 0 @State pri…  ( 4 min )
    HarmonyOS NEXT Development Case: Randomized 9-Cell Grid
    This article demonstrates a lottery system implementation using HarmonyOS NEXT's reactive programming capabilities and component-based architecture. The solution features a dynamic 9-cell grid with configurable prizes and smooth animation effects. // Observable Prize class with traceable properties @ObservedV2 class Prize { @Trace title: string // Prize title with reactive tracking @Trace color: string // Color property for UI styling @Trace description: string // Prize description constructor(title: string, color: string, description: string = "") { this.title = title this.color = color this.description = description } } // Prize editor component with shared state @Component struct MyPrizeUpdate { @Consume selectedIndex: number // Currently selected in…  ( 4 min )
    How to Build RESTful APIs with Django
    How to Build RESTful APIs with Django Building RESTful APIs is a fundamental skill for modern web developers. Django, a high-level Python web framework, provides powerful tools to create robust and scalable APIs quickly. In this guide, we’ll walk through the entire process—from setting up a Django project to deploying a fully functional RESTful API. Why Django for RESTful APIs? Django’s "batteries-included" philosophy makes it an excellent choice for API development. With Django REST Framework (DRF), you get: Serialization – Convert complex data types (like querysets) into JSON/XML. Authentication & Permissions – Built-in support for token-based auth, OAuth, and more. Viewsets & Routers – Reduce boilerplate code for CRUD operations. Throttling & Pagination – Control request rates and optim…  ( 4 min )
    HarmonyOS NEXT Development Case: Character Count Statistics
    // Define a component for number and text statistics @Entry @Component struct NumberToChineseConverter { // State variable storing example number string @State private exampleNumber: string = '自从盘古破鸿蒙,开辟从兹清浊辨。\nare you ok?\n1234\n+-*/'; // Text color state variable @State private textColor: string = "#2e2e2e"; // Shadow border color state variable @State private shadowColor: string = "#d5d5d5"; // Base padding state variable @State private basePadding: number = 30; // Chinese character count state variable @State private chineseCharCount: string = "0"; // Chinese punctuation count state variable @State private chinesePunctuationCount: string = "0"; // Total Chinese characters + punctuation state variable @State private totalChineseCount: string = "0"; // Engli…  ( 4 min )
    zip in Python
    Buy Me a Coffee☕ *Memos: My post explains range(). My post explains enumerate(). zip() can create the iterable which has zero or more iterables as shown below: The 1st or more arguments are *iterables(Optional-Type:iterable). *Don't use any keyword like *iterables, iterables, iterable, etc. The iterable stops when the shortest input iterable is exhausted. The iterable cannot be directly accessed with index so use list() to access it with index. fruits = ["Apple", "Orange", "Banana", "Kiwi", "Lemon", "Mango"] meats = ["Chicken", "Beef", "Pork", "Duck", "Mutton"] vegetables = ["Onion", "Carrot", "Garlic", "Spinach", "Eggplant"] print(zip()) # print(zip(fruits, meats, vegetables)) # print(list(zip(frui…  ( 5 min )
    enumerate in Python
    Buy Me a Coffee☕ *Memos: My post explains range(). My post explains zip(). enumerate() can create the iterable which has an iterable with the numbers incremented by 1 as shown below: The 1st argument is iterable(Required-Type:iterable). The 2nd argument is start(Optional-Default:0-Type:int). The iterable cannot be directly accessed with index so use list() to access it with index. fruits = ["Apple", "Orange", "Banana", "Kiwi", "Lemon", "Mango"] print(enumerate(iterable=fruits)) print(enumerate(iterable=fruits, start=0)) # print(list(enumerate(iterable=fruits))) print(list(enumerate(iterable=fruits, start=0))) # [(0, 'Apple'), # (1, 'Orange'), # (2, 'Banana'), # (3, 'Kiwi'), # (4, 'Lemon'), # (5, 'Mango')] print(list(enumerate(iterable=fruits…  ( 5 min )
    range in Python
    Buy Me a Coffee☕ *Memos: My post explains enumerate(). My post explains zip(). range() can create a sequence of numbers as shown below: The 1st argument is start(Optional-Default:0-Type:int). The 2nd argument is stop(Required-Type:int). The 3rd argument is step(Optional-Default:1-Type:int). start=, stop= and step= cannot be used. print(range(4)) print(range(0, 4)) print(range(0, 4, 1)) # range(0, 4) print(range(4).start, range(4).stop, range(4).step) # 0 4 1 print(list(range(4))) # [0, 1, 2, 3] print(range(4)[0], range(4)[1], range(4)[2], range(4)[3]) # 0 1 2 3 print(list(range(-5, 12, 3))) # [-5, -2, 1, 4, 7, 10] print(list(range(12, -5, -3))) # [12, 9, 6, 3, 0, -3] for i in range(4): for i in range(0, 4): for i in range(0, 4, 1): print(i) # 0 # 1 # 2 # 3 for i in range(-5, 1…  ( 4 min )
    HarmonyOS NEXT Development Case: Converting Numbers to Chinese Numerals
    // Import necessary modules import { promptAction } from '@kit.ArkUI'; // For displaying toast messages import { pasteboard } from '@kit.BasicServicesKit'; // Clipboard operations import { toChineseNumber } from '@nutpi/chinese-finance-number'; // Convert numbers to Chinese financial uppercase import { toChineseWithUnits, // Convert numbers to Chinese with units toUpperCase, // Convert Chinese lowercase to uppercase } from '@nutpi/chinese-number-format'; @Entry // Mark as entry component @Component // Define component struct NumberToChineseConverter { @State private exampleNumber: number = 88.8; // Default example number @State private textColor: string = "#2e2e2e"; // Primary text color @State private lineColor: string = "#d5d5d5"; // Divider color @State private basePadding:…  ( 4 min )
    HarmonyOS NEXT Development Case: Blood Type Inheritance Calculator
    The following code demonstrates how to implement a blood type inheritance calculator using ArkUI in HarmonyOS NEXT. This application allows users to select parental blood types and calculates possible/prohibited blood types for their offspring based on genetic principles. // Import SegmentButton and related type definitions import { SegmentButton, SegmentButtonItemTuple, SegmentButtonOptions } from '@kit.ArkUI'; // Mark the component as the entry point using the @Entry decorator @Entry // Define a component using the @Component decorator @Component // BloodTypeCalculator struct implements blood type inheritance calculation struct BloodTypeCalculator { // Theme color (default: Orange) @State private themeColor: string | Color = Color.Orange; // Text color (defau…  ( 5 min )
    JWT နဲ့ Spring Security
    စစချင်း pom.xml ထဲမှာ ဒီ dependency ကို ထည့်ပါ။ org.springframework.boot spring-boot-starter-security org.springframework.cloud spring-cloud-starter-gateway io.jsonwebtoken jjwt 0.9.1 ပြီးရင်တော့ JwtAuthenticationFilter ကို ဟောသလို ရေးပြီး filter package ထဲထည့်ထားပါ။ JWT အကြောင်းကို နောက် chapter မှာ ရှင်းပြပါ့မယ်။ @Component public class JwtAuthenticationFilter extends OncePerRequestFilter { private final String SECRET = "my-secret-key"; @Override protected void doFilterInternal(HttpServletRequest request, …  ( 4 min )
    Feliz cumpleaños gracielita
    A delightful interactive 3D birthday experience featuring a three-tiered cake with blowable candles. Click to make a wish and blow out the candles, then scroll down to reveal a personalized birthday message with confetti animation. Built with Three.js for the 3D rendering and vanilla JavaScript for animations.  ( 2 min )
    Stop Overengineering in the Name of Clean Architecture
    Clean Architecture is a great concept. It’s meant to help you write maintainable, modular, and scalable software. But too many developers treat it like a religion. They follow it blindly, stuffing projects with unnecessary layers, abstractions, and patterns. All in the name of “clean code.” Let’s be honest, Clean Architecture is often overused, not because the ideas are bad, but because people overengineer the implementation. Here’s an example of multiplying two numbers implemented with an absurd number of patterns: // overengineered-multiplier.ts // Interface interface IMultiplier { multiply(a: number, b: number): number; } // Singleton class MultiplierService implements IMultiplier { private static instance: MultiplierService; private constructor() {} static getInstance(): Mu…  ( 5 min )
    How to Fix Grey Background Issue in Flutter's showModalBottomSheet
    Introduction After updating to the latest Flutter version, many developers are encountering an unexpected visual issue with the showModalBottomSheet widget. Specifically, the bottom sheet displays a grey background upon opening, even when an explicit white background is set using backgroundColor: Colors.white. In this article, we will explore the underlying reasons for this problem and provide actionable solutions to ensure your bottom sheet appears with the correct background color right from the start. Understanding the Issue The issue appears to stem from a change in the rendering behavior of widgets in the latest Flutter update. When the showModalBottomSheet is triggered, the widget tree may not immediately reflect the background color change, resulting in a grey background. This behav…  ( 4 min )
    AWS Serverless: Build a Custom IAM Policy for Lambda CI/CD with SAM and GitHub – Part 2
    In my previous article, I explained how to create a CICD pipeline to build and deploy a simple lambda function integrated with API Gateway using AWS SAM and GitHub. Please make sure you've reviewed this article on this CI/CD topic (link below). I won’t repeat that content here, but understanding it is essential for following along with the custom policy setup in this article. https://dev.to/bhatiagirish/aws-serverless-build-a-cicd-pipeline-for-lambda-and-api-gateway-using-sam-and-github-part-1-313b While building this solution, I temporarily assigned broad permissions such as full access to services like S3, CloudFormation, Lambda and API Gateway. Assigning these full access permission is against the principle of least privilege that means grant only the specific permissions required. In t…  ( 6 min )
    HarmonyOS NEXT Development Case: Simplified-Traditional Converter
    // Import conversion library for Simplified-Traditional Chinese conversion import { transverter, TransverterType, TransverterLanguage } from "@nutpi/chinese_transverter"; // Import clipboard service for system clipboard operations import { pasteboard } from '@kit.BasicServicesKit'; // Import prompt service for user notifications import { promptAction } from '@kit.ArkUI'; // Mark component as application entry point @Entry // Define SimplifiedTraditionalConverter component @Component struct SimplifiedTraditionalConverter { // State variable for user input with watcher @State @Watch('onInputTextChanged') inputText: string = ''; @State simplifiedResult: string = ''; // Simplified conversion result @State traditionalResult: string = ''; // Traditional conversion result @State isInpu…  ( 4 min )
    I made a Italian Brainro merge game using Phaser and Matter.js.
    link here: merge fellas-italian brainro How can I create custom shapes in Matter.js?  ( 2 min )
    Crafting Minimal Viable IAM Permissions for Amazon Bedrock
    In many ways, most AWS accounts usually require very specific minimum viable permissions (MVP) assigned to user groups. This is usually controlled through templates like AWS Organizations Landing Zone, where the account governor usually has to manually define the scope of access manually. What if we could generate permissions policies via a prompt? As Cloud Governance specialist, we now have access to powerful tools like Amazon Bedrock and Langchain. But with great power comes great responsibility, especially when it comes to security. In this post, we'll explore how to create minimal viable IAM (Identity and Access Management) permissions for Amazon Bedrock when using it with Langchain, and we'll include some Python code examples. Amazon Bedrock: A fully managed service offering high-perf…  ( 4 min )
    What Does {sys.executable} -m Mean in Python Code?
    In the realm of Python programming, you may encounter different methods to install libraries, particularly when using Jupyter Notebooks. A common practice involves the command !{sys.executable} -m pip install --user. This article will clarify the purpose of {sys.executable}, the -m flag, and the --user option, allowing you to better understand their utility. Understanding {sys.executable} The term {sys.executable} is a reference to the Python interpreter you are currently using. When running Python code, this attribute points directly to the path of the Python executable file. For example, if you're using Anaconda, it might point to something like /path/to/anaconda3/bin/python. This is particularly beneficial in environments where multiple versions of Python are installed, as i…  ( 4 min )
    Real Time Multi-agent System
    This is a submission for the Bright Data AI Web Access Hackathon What I Built Demo How I Used Bright Data's Infrastructure Performance Improvements  ( 2 min )
    How to Fix Flutter Web Release Errors During Build
    Introduction If you're experiencing issues when executing flutter run --release or flutter build web, despite the app running smoothly in development mode using flutter run -d chrome, you’re not alone. This is a common dilemma that many Flutter developers face when transitioning their app from a debug build to a release build. In this article, we'll explore why these errors occur and provide step-by-step solutions to resolve them. Why Are You Facing Errors in Flutter Web Release? When you attempt to create a release build using Flutter for the web, several factors could be causing errors. These include: Dependencies Mismatch: Conflicts with certain package versions might only present themselves in release mode. Incorrect Environment Configurations: Sometimes, configurations for web release…  ( 5 min )
    Weekly Challenge: The maximum difference
    Weekly Challenge 320 Each week Mohammad S. Anwar sends out The Weekly Challenge, a chance for all of us to come up with solutions to two weekly tasks. My solutions are written in Python first, and then converted to Perl. It's a great way for us all to practice some coding. Challenge, My solutions Mohammad made a comment in The Perl Weekly newsletter about "No perl?". I've not always submitting Perl solutions, especially if the task is relatively straight forward. It has been a long time since Perl was my primary language for my day job (six years). Gabor also mentioned in the same newsletter that "there are less and less jobs that are for 'Perl developers'.", and that's definitely the case in Australia. There are very few jobs around, and lot of the companies I have had the privilege at …  ( 5 min )
    Check Docker Installation Details Part - 3
    Exploring Basic Docker Commands Now that we've verified our Docker installation works correctly (Part-2), let's explore some basic Docker commands that will help you manage containers and images. Unlike the hello-world container that runs and exits immediately, we can run containers interactively. 1.Let's run an Ubuntu container and interact with its shell: docker run -it ubuntu bash This command: Once the container starts, you'll be at a bash prompt inside the container. The prompt shows you're logged in as root in the container. The alphanumeric string is the container ID. 2.Try running some Linux commands inside the container: cat /etc/os-release This will display information about the Ubuntu version running in the container: 3.When you're done exploring, exit the container by ty…  ( 5 min )
    HarmonyOS NEXT Development Case: Light Intensity Meter
    The following example demonstrates how to create a light intensity meter application using HarmonyOS NEXT's sensor capabilities. This application monitors ambient light levels through the device's light sensor and provides corresponding environmental descriptions and activity recommendations. import { sensor } from '@kit.SensorServiceKit'; // Import sensor service kit import { BusinessError } from '@kit.BasicServicesKit'; // Import business error classes // Class representing light intensity range information class LightIntensityItem { luxStart: number; // Starting lux value of the range luxEnd: number; // Ending lux value of the range type: string; // Intensity classification type description: string; // Environmental description recommendation: string; // Activity recommendati…  ( 4 min )
    How to Vertically Center Components in Kotlin's Compose?
    Introduction When designing UI components in Kotlin's Jetpack Compose, achieving precise layout alignment is crucial for a clean user interface. In this article, we’ll address how to vertically center your content effectively, particularly focusing on aligning an Icon component with the first line of a Text component. If you've implemented your UI but face positioning issues, this guide will help you refine your layout. Understanding the Layout Issues The issue typically arises from the behavior of the Row and Column composables when used together. While the Row component helps arrange items horizontally, it doesn't automatically adjust the vertical alignment of nested components within it. When you have an Icon and some text (like title and subtitle), you need to ensure that their positio…  ( 4 min )
    HarmonyOS NEXT Development Case: Ruler Application
    The following code demonstrates how to create an interactive ruler application using HarmonyOS NEXT. This implementation features dynamic scale generation, gesture-based interaction, and real-time UI adaptation. import { window } from '@kit.ArkUI'; // Import window management APIs import { deviceInfo } from '@kit.BasicServicesKit'; // Import device information APIs // Ruler scale line definition class RulerLine { index: number; // Index of the scale line height: number; // Height of the scale line constructor(index: number, height: number) { this.index = index; // Initialize index this.height = height; // Initialize height } // Display scale numbering showNumber(): string { return this.index % 10 === 0 ? `${Math.floor(this.index / 10)}` : ''; // Show number every…  ( 5 min )
    HarmonyOS NEXT Development Case: Decibel Meter
    This article demonstrates how to create a Decibel Meter application using HarmonyOS NEXT, implementing core features including microphone permission management, real-time audio data collection, decibel calculation, and dynamic UI updates. We implement a complete permission request flow following HarmonyOS permission specifications: // Request microphone permission requestPermissionsFromUser() { const context = getContext(this) as common.UIAbilityContext; const atManager = abilityAccessCtrl.createAtManager(); atManager.requestPermissionsFromUser(context, this.requiredPermissions, (err, data) => { const grantStatus: Array = data.authResults; if (grantStatus.toString() == "-1") { this.showAlertDialog(); } else if (grantStatus.toString() == "0") { this.in…  ( 4 min )
    Frontend Derinlemesine: Modern Yaklaşımlar
    Yaz mevsimini geride bırakırken, kış aylarının yaklaşmasıyla birlikte, birçok kişi seyahat planları yapmaya ve tatil rotaları belirlemeye başlamıştır. Tatil anıları, sadece güzel manzaralar, eğlenceli aktiviteler ve lezzetli yemeklerden ibaret değildir. Aynı zamanda, yolculuk sırasında yaşanan maceralar, komik anılar ve bazen de zorlu deneyimlerle doludur. Bu yazıda, okuyucularımıza tatil anılarımızdan oluşan bir kolaj sunuyoruz. Umuyoruz ki, bu anılar sizi gülümsetecek, ilham verecek ve belki de kendi tatil maceralarınız için heyecanlandıracaktır! Modern web geliştirme, sürekli değişen ve gelişen bir alandır. Frontend geliştirme, özellikle kullanıcı deneyiminin ön planda olduğu uygulamalar ve web siteleri için kritik bir rol oynamaktadır. React, Angular, React Native ve Next.js gibi popül…  ( 5 min )
  • Open

    White House claims 'substantial progress' on China trade deal
    The White House announced that talks between the United States and China regarding a trade deal have made "substantial progress," yet no official deal has been announced at this time, leaving investors in doubt. According to a May 11 announcement from the White House, more details on the trade talks and the proposed "agreement" will be revealed on May 12. “I am happy to report that we made substantial progress between the United States and China in the very important trade talks," Treasury Secretary Scott Bessent said in a joint statement with US trade representative Jamieson Greer. US Treasury Secretary Scott Bessent tells the media that the US-China trade walks were productive. Source: Fox News "We will be giving details tomorrow, but I can tell you that the talks were productive," Besse…
    Microsoft and OpenAI renegotiate investment deal: Report
    Tech company Microsoft and artificial intelligence firm OpenAI are reportedly in talks to renegotiate the investment deal between the AI firm and Microsoft, which is OpenAI's biggest financial backer. According to a report from the Financial Times, Microsoft may give up a portion of its equity in OpenAI for continued access to the AI company's products and models beyond 2030, when some of the original terms of a deal signed between the two companies expire. Microsoft has invested over $13 billion into OpenAI since 2019, when it first acquired an interest in the artificial intelligence firm. OpenAI CEO Sam Altman takes the podium at the White House in January 2025 to discuss AI infrastructure investment in the United States. Source: The White House OpenAI is attempting to restructure the co…
    Ethereum chart pattern supports 'moon shot' rally to new price highs if confirmed — Trader
    Key Takeaways: Veteran trader Peter Brandt suggests a potential Ethereum rally to $3,800–$4,800 if ETH breaks above a rising wedge pattern. A short-term pullback may occur as the taker buy-sell ratio drops below one, signaling caution from futures traders. Ethereum’s native token Ether (ETH) opened its weekly candle at $1,807 on May 7, and now it is close to recording its highest 7-day returns of 38% since December 2020. Ether also surpassed its realized price for accumulating addresses ($1,900), which is the average cost basis for holders, signaling profits for users. As illustrated in the chart, most of the buying pressure for ETH came from Binance, which is currently the most active exchange for ETH traders. Ethereum realized price. Source: CryptoQuant Elevated activity at Binance …
    Bitcoin price inches closer to new all-time high as ETH, DOGE, PEPE and ATOM rally
    Key points: Bitcoin holds on to its recent gains, increasing the possibility of a retest of the all-time high at $109,588. BlackRock’s spot Bitcoin ETF records 19 days of successive inflows, showing solid demand.  Select altcoins are showing strength, having broken out of their large basing patterns. Bitcoin (BTC) made a decisive move above the psychologically crucial $100,000 level during the week, signaling that the bulls are back in the game. Buyers are trying to hold on to the 10% weekly gains over the weekend. Bitcoin’s rally has been backed by solid inflows into the BlackRock spot Bitcoin exchange-traded fund (IBIT). According to Farside Investors’ data, the fund stretched its inflows streak to 19 days, with the latest trading week attracting $1.03 billion in inflows. Crypto mark…
    Lido DAO initiates emergency vote to swap compromised oracle
    The Lido Decentralized Autonomous Organization (DAO), the entity that governs the Lido liquid staking protocol, has initiated an emergency vote to rotate a compromised oracle — a bridge that connects real-world data to blockchain systems. According to members of the Lido DAO, an address belonging to the Chorus One oracle was compromised, and the Ether (ETH) balance associated with that oracle was drained in an incident still being investigated. Lido Finance emphasized that the issue is restricted to the Chorus One oracle and is not system-wide. The team also said the problem was not due to a coding problem in any particular blockchain oracle or software. Source: Lido Finance Chorus One added that the exploit was likely attributable to a hot wallet private key leak but is also setting up a …
    Ethereum to $10K 'can't be ruled out' as ETH price makes sharp gains vs. SOL, XRP
    Key takeaways: Ether has rebounded from key parabolic and triangle support levels, reviving the case for a $10,000 breakout. Historical fractals and RSI recovery mirror past pre-rally setups seen in 2016 and 2020. Altseason signals and strength against rivals like SOL and XRP boost Ethereum’s potential to outperform. Ether (ETH), Ethereum’s native token, has soared over 44% in just three days to surpass $2,600 on May 11, fueling fresh speculation of a run toward $10,000 in the coming months. A mix of fractal setups as well as Ether’s potential to outperform its top-ranking rivals, Bitcoin (BTC), Solana (SOL), and XRP (XRP), are serving as some catalysts behind the five-figure price prediction. ETH's “up band” target is around $10,000 Ether’s long-term price action continues to follow …
    AI agents are coming for DeFi — Wallets are the weakest link
    Opinion by: Sean Li, co-founder of Magic Labs Crypto markets run 24/7. Human traders don’t. As AI agents begin to manage liquidity, optimize yield, and execute trades at all hours, they’re quickly becoming essential infrastructure for decentralized finance’s (DeFi) future. While AI agents are evolving from niche tools for quant traders into mainstream financial operators, they’re rapidly outpacing the wallets meant to secure them.  Advancements in account abstraction and smart contract wallets have emerged, but most DeFi platforms still predominately rely on externally owned account wallets that require manual approvals at every step. Early-stage programmable solutions exist but remain fragmented, costly on layer-1 networks and adopted by only a tiny fraction of users. As AI agents increas…
    Bitcoin must close the week above this level to start 'price discovery 2'
    Key points: Bitcoin analysis identifies the all-important price point to hold into the weekly close as all-time highs loom. Liquidity is tightly clustered around current spot price, with $106,000 the likely next battleground. Some traders are expecting the bid to enter price discovery to fail. Bitcoin (BTC) preserved giant gains into the May 11 weekly close as analysis flagged the key level to hold next. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView Analysis: BTC price can “kickstart the breakout process” Data from Cointelegraph Markets Pro and TradingView showed weekend upside volatility, delivering new multimonth highs of nearly $105,000. A lack of liquidity during “out of hours” trading contributed to the move, which once more came on the back of positive rumors over a US…
    Pectra lets hackers drain wallets with just an offchain signature
    Ethereum’s latest network upgrade, Pectra, introduced powerful new features aimed at improving scalability and smart account functionality — but it also opened a dangerous new attack vector that could allow hackers to drain funds from user wallets using only an offchain signature. Under the Pectra upgrade, which went live on May 7 at epoch 364032, attackers can exploit a new transaction type to take control of externally owned accounts (EOAs) without requiring the user to sign an onchain transaction. Arda Usman, a Solidity smart contract auditor, confirmed to Cointelegraph that “it becomes possible for an attacker to drain an EOA’s funds using only an offchain signed message (no direct onchain transaction signed by the user).” At the center of the risk is EIP-7702, a core component of the …
    8 major crypto firms announce US expansion this year
    Crypto services platform Nexo shared its plans to reenter the United States market on Monday, marking the eighth major crypto firm to announce such plans since US President Donald Trump took office at the start of the year. Firms like Circle, Binance and OKX are banking on favorable regulatory clarity in 2025 to herald their US expansion. Bills like the STABLE Act and the GENIUS Act are advancing in Congress, which, if implemented, will lay the groundwork for swift success. Trump and his family are actively involved in some of these planned expansions. Nexo’s recent announcement was backed by Donald Trump Jr., who said, “We see the opportunity for the financial sector and want to ensure we bring that back to the US.” Amid concerns of conflicts of interest and blatant token shilling by the …
    “Humans can tell when it’s a human” — Community mocks Worldcoin’s Orb Mini
    Worldcoin’s latest hardware, the Orb Mini, aimed at enabling portable human verification, has been met with ridicule across Crypto Twitter. Launched with the slogan “It goes where you go,” the device has instead triggered dystopian comparisons and widespread mockery for its unsettling implications and unclear use case. “The thing about humans is they can tell when a human is in front of them,” Alicia Katz from decentralized finance (DeFi) lending platform Euler Finance wrote on X. “When something is slightly off, they can experience the uncanny valley, an uncomfortable feeling similar to when your date tries to scan your eyeball,” she added. Another user quipped, “Is this so you can register your friends?” likening the device to a sci-fi prop rather than a serious identity solution. Source…
    Mobius Token smart contracts on BNB Chain exploited, $2.1M drained
    Hackers drained over $2.15 million from Mobius Token ($MBU) smart contracts on the BNB Chain in a targeted exploit detected early May 11, according to security firm Cyvers Alerts. The attacker deployed the contract from address 0xb32a53... at 07:31:38 UTC and initiated the exploit at 07:33:56 UTC, draining funds from the victim wallet 0xb5252f... Cyvers confirmed to Cointelegraph that the attacker used contract 0x631adf... to execute a series of malicious transactions. The smart contract drained 28.5 million MBU tokens and converted them into stablecoins, resulting in a net loss of $2,152,219.99 for the victim. In total, the attacker stole 28.5 million MBU tokens and converted them to $2.15 million worth of USDT. Cyvers labeled the exploit as “critical” and noted the attacker’s use of suspicious contract code and abnormal transaction patterns. The attacker’s wallet remains active and has retained the stolen funds as of publication. Mobius Token’s team has not yet released an official statement. “Two minutes prior to the exploit, our system identified a deployment of a malicious smart contract that eventually targeted the Mobius Token smart contracts,” Cyvers wrote on X. Source: Cyvers Alerts Related: Bybit hacker launders 100% of stolen $1.4B crypto in 10 days Crypto losses near $360 million in April  In April 2025, blockchain security firm PeckShield reported that the space saw nearly $360 million in digital assets stolen across 18 hacking incidents.  April’s losses show a 990% increase compared to March, when crypto lost to hacks totalled about $33 million. The largest chunk of the losses came from an unauthorized Bitcoin transfer.  On April 28, blockchain investigator ZachXBT flagged a suspicious transfer of $330 million in BTC. The investigator later confirmed that the transfer was a social engineering attack targeting an elderly individual in the United States.  Magazine: 12 minutes of nail-biting tension when Ethereum’s Pectra fork goes live
    Altseason is coming, 40% daily gains to become ‘new normal’ — Analyst
    Altcoin markets are flashing early signs of a breakout, with several analysts calling for a potential surge over the next few months. Crypto commentator Mister Crypto predicts the next 3 to 6 months could be “life-changing,” suggesting daily gains of up to 40% may soon become the norm. In a May 11 post on X, he pointed to a chart from BlockchainCenter.net that shows whether the crypto market favors Bitcoin (BTC) or altcoins. When the index is below 25, it’s considered “Bitcoin Season,” meaning Bitcoin is outperforming most altcoins. When it’s above 75, it’s “Altcoin Season,” meaning altcoins are doing better than Bitcoin. Currently, the chart shows a breakout from a downward trend just below the 29 mark, suggesting a possible shift away from Bitcoin dominance. This breakout hints that altc…
    Coinbase considered Saylor-like Bitcoin strategy before opting out: Bloomberg
    Coinbase CEO Brian Armstrong said his company had considered adopting a Bitcoin investment playbook like Michael Saylor’s Strategy on multiple occasions, but decided against it each time out of fear that it would kill the firm’s crypto exchange, Bloomberg reported. “There were definitely moments over the last 12 years where we thought, man, should we put 80% of our balance sheet into crypto — into Bitcoin specifically,” Armstrong revealed to Bloomberg in a May 9 video call. Armstrong said the Bitcoin (BTC) strategy could have risked the company’s cash position and potentially killed the crypto exchange. “We made a conscious choice about risk,” he added. Coinbase Chief Financial Officer Alesia Haas, who also attended the video call, added that the firm didn’t want to be seen as directly com…
    Ex-UFC champ Conor McGregor touts Irish Bitcoin reserve in presidential bid
    UFC fighter turned Irish political candidate Conor McGregor has endorsed the idea of building a Bitcoin reserve in his country to give more “power back to the people.” “Crypto in it's origin was founded to give power back to the people. An Irish Bitcoin strategic reserve will give power to the people’s money,” McGregor wrote to X on May 9. The former UFC champion said he would discuss his plans in more detail in an upcoming X spaces, prompting responses from some of the Bitcoin industry’s most prominent leaders. Source: Conor McGregor “We need the greatest minds for this BTC Reserve. Message me and lets chat on my space,” McGregor said in response to Bitcoiner and host of The Pomp Podcast, Anthony Pompliano. One of US President Donald Trump’s crypto advisors, David Bailey, also reached out…
  • Open

    From silicon to sentience: The legacy guiding AI’s next frontier and human cognitive migration
    As AI systems master tasks once uniquely human, we find ourselves on an accelerated journey to discover what truly lies beyond automation.  ( 10 min )
  • Open

    Bitcoin DeFi Security Improves as Rootstock Boosts Hashrate Share
    Rootstock is one of numerous projects looking to bring greater utility to Bitcoin by expanding the provision for DeFi with smart contracts.  ( 24 min )
    Bitcoin Challenges $105K on Positive Weekend Macro Headlines
    "Many things discussed, much agreed to," said President Trump of today's trade negotiations with China.  ( 24 min )
  • Open

    Alleged AMD Radeon RX 9060 XT Specs And Prices Revealed
    With Computex 2025 just around the corner, rumours about the AMD Radeon RX 9060 XT have increased in frequency. The most recent ones to spring from the chipmaker’s rusty pipes address the card’s alleged specifications and pricing. According to a couple of articles from Videocardz, an XFX 9060 XT will start from US$449 (~RM1,929) for […] The post Alleged AMD Radeon RX 9060 XT Specs And Prices Revealed appeared first on Lowyat.NET.  ( 15 min )
    Nintendo Updates User Agreement; Reserves The Right To Brick Your Switch Console
    Nintendo has quietly introduced sweeping changes to its user agreement, giving itself the right to permanently disable user accounts and consoles found to be engaging in hacking, piracy, or other unauthorised activities. First spotted by Game File, the new terms – effective on 7 May 2025 – mark the most substantial update to the agreement […] The post Nintendo Updates User Agreement; Reserves The Right To Brick Your Switch Console appeared first on Lowyat.NET.  ( 17 min )
    Lambretta Showcases Elettra Electric Scooter At MAS 2025
    Italian brand Lambretta is showcasing its fully electric scooter, the Elettra, for the Malaysian market at the ongoing Malaysia Auto Show (MAS 2025). The company has a long-standing history in Malaysia that dates back to the 1950s and 1960s, where it first gain popularity. Known for its distinctive design and retro appeal, Lambretta became a […] The post Lambretta Showcases Elettra Electric Scooter At MAS 2025 appeared first on Lowyat.NET.  ( 16 min )
    Samsung Confirms Gorilla Glass Ceramic 2 For Galaxy S25 Edge
    One of the many, many leaks regarding the upcoming Samsung Galaxy S25 Edge was that it would be using Corning Gorilla Glass Ceramic 2. It was notable due to the fact that the first Gorilla Glass Ceramic was released not too long ago. But it looks like this specific leak was accurate after all, as […] The post Samsung Confirms Gorilla Glass Ceramic 2 For Galaxy S25 Edge appeared first on Lowyat.NET.  ( 16 min )

  • Open

    The History and Legacy of Visual Basic
    Comments  ( 20 min )
    Observations from people watching
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    Sierpiński Triangle? In My Bitwise and?
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    Show HN: LoopMix128 – Fast C PRNG (.46ns), 2^128 Period, BigCrush/PractRand Pass
    Comments  ( 9 min )
    Why the Apple II Didn't Support Lowercase Letters (2020)
    Comments  ( 7 min )
    Show HN: Xenolab – Rasp Pi monitor for my pet carnivourus plants
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    Has anyone coined the term “fast tech” yet?
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    Show HN: PLAttice, for assembling structures much larger than the 3D printer bed
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    Microsoft Teams will soon block screen capture during meetings
    Comments  ( 9 min )
    When graphic design saves lives
    Comments  ( 10 min )
    Pope Leo XIV: "AI poses new challenges re: human dignity, justice and labour"
    Comments  ( 5 min )
    AI AI is draining water from areas that need it most
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    Email Forwarding for Your Domain
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    Update turns Google Gemini into a prude, breaking apps for trauma survivors
    Comments  ( 7 min )
    Even Tesla's Insurance Arm Is Getting Wrecked
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    For $595, you get what nobody else can give you for twice the price (1982) [pdf]
    Comments  ( 85 min )
    Weave (YC W25) is hiring a founding engineer
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    Unique Games Conjecture
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    Reverse engineering the 386 processor's prefetch queue circuitry
    Comments  ( 31 min )
    Sam Altman Wants Your Eyeball
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    'We Currently Have No Container Ships,' Seattle Port Says
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    'It cannot provide nuance': UK experts warn AI therapy chatbots are not safe
    Comments  ( 15 min )
    Lead Bullets (2011)
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    Ancient humans used sunscreen to survive a deadly magnetic pole shift
    Comments  ( 16 min )
    Farewell to Lee Gold's Alarums and Excursions
    Comments  ( 7 min )
    Comparison of C/POSIX standard library implementations for Linux
    Comments  ( 9 min )
    Show HN: Code Claude Code
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    A Critical Look at MCP
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    US vs. Google Amicus Curiae Brief of Y Combinator in Support of Plaintiffs [pdf]
    Comments  ( 40 min )
    The Battle to Bottle Palm Wine
    Comments  ( 24 min )
    Interferometer Device Sees Text from a Mile Away
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    Show HN: Mycelium
    Comments  ( 7 min )
    Why GADTs matter for performance (2015)
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    Failed Soviet Venus lander Kosmos 482 crashes to Earth after 53 years in orbit
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    Coffee for people who don't like coffee
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    Interagency Grizzly Bear Committee
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    Membrane, Media Framework for Elixir
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    Ash Framework – Model your domain, derive the rest
    Comments  ( 1 min )
    People Who Hype Cursor Usually Lack Technical Skills
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    There's a national egg crisis, and one company is making a lot of money
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    Garbage Collection of Object Storage at Scale
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    React Three Ecosystem
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    Henry James's family tried to keep him in the closet (2016)
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    The Cult of Doing Business
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    3D printing in vivo for non-surgical implants and drug delivery
    Comments
    Industry groups are not happy about the imminent demise of Energy Star
    Comments  ( 14 min )
    Radxa Orion O6 brings Arm to the midrange PC (with caveats)
    Comments  ( 10 min )
    LTXVideo 13B AI video generation
    Comments  ( 4 min )
    Simplifying the Ethereum Layer 1
    Comments  ( 9 min )
    The Fallacy of Techno-Feudalism
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    Embracer Games Archive is preserving 75000 video games and needs contributions
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    Intel: Winning and Losing
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    A tool to verify estimates, II: a flexible proof assistant
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    Policy of Transience
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    A Typical Workday at a Japanese Hardware Tool Store [video]
    Comments
    The Deathbed Fallacy
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    RPG in a Box
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    Cosmos 482 Descent Craft tracker
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    CT scans show cigarettes are harder on the lungs than marijuana
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    After 16 years, we're renewing the StackOverflow Brand
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    5 Steps to N-Body Simulation
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    Ash (Almquist Shell) Variants
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    15 Years of Shader Minification
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    EM-LLM: Human-Inspired Episodic Memory for Infinite Context LLMs
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    Show HN: Codigo – The Programming Language Repository
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    Why should I care? or why punks are correct and old wise philosophers are wrong
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    Mill as a Direct Style Build Tool
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    NOT a 3 year old chimney sweep (2022)
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    Continuous glucose monitors reveal variable glucose responses to the same meals
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    The Elite Microsoft Unit Constantly Working to Thwart Hackers
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    Slow Software for a Burning World
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    In praise of grobi for auto-configuring X11 monitors
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    Europe launches program to lure scientists away from the US
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    Gmail to SQLite
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    Vision Now Available in Llama.cpp
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    A simple 16x16 dot animation from simple math rules
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    Algebraic Effects: Another mistake carried through to perfection?
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    Charles Bukowski, William Burroughs, and the Computer (2009)
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    Brandon's Semiconductor Simulator
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    WebGL Water (2010)
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  • Open

    Why All The Fuss About Attorney Lawyer Mesothelioma?
    Understanding Mesothelioma: The Role of Attorneys in Securing Justice Mesothelioma is a highly aggressive and unusual kind of cancer mainly caused by direct exposure to asbestos. This disease impacts countless individuals and families every year, leading to dire repercussions both physically and emotionally. As patients browse the intricacies of medical diagnosis and treatment, lots of discover themselves facing another considerable obstacle - seeking justice for the injustice triggered by asbestos direct exposure. This is where attorneys focusing on mesothelioma claims play a crucial role. The length of time do I have to submit a mesothelioma claim?Each state has a statute of constraints for filing claims, which usually vary from one to three years from medical diagnosis or death. It's c…  ( 6 min )
    HarmonyOS NEXT Development Case: Reversi (Othello)
    [Introduction] Reversi, also known as Othello or Anti reversi, is a popular strategy game in Western countries and Japan. Players take turns placing disks to flip their opponent's pieces, with the winner determined by who has more disks on the board at game end. While its rules are simple enough to learn in minutes, the game offers deep strategic complexity that can take a lifetime to master. [Environment Setup] OS: Windows 10 Board Initialization: Creates an 8×8 grid with four initial disks placed according to standard Reversi rules. Valid Move Detection Algorithm The findReversible method checks all 8 directions for flippable disks: findReversible(row: number, col: number, color: number): ChessCell[] { let reversibleTiles: ChessCell[] = []; const directions = [ /* 8 directions */ ]; …  ( 8 min )
    Creating an FAQ Page Without JavaScript
    Version 1.8 of WebForms Core technology is coming soon. In this version we will be able to access the requester tag. Using the Dollar sign $) character we can specify the requester tag. In this tutorial, we'll teach you how to build a dynamic FAQ page using the new requester tag feature. WebForms Core enables server-driven interactions that manipulate the DOM without requiring manually written JavaScript. The framework handles the client-side behavior through structured server responses, making development more streamlined and maintainable. CodeBehind framework Below, we break down the process into two parts: the HTML (View) and the Controller code. Enjoy this enhanced walkthrough on creating an FAQ page without writing manual JavaScript! This HTML page defines your FAQ section. Notice t…  ( 6 min )
    How to Implement a Nested Search-Select Component in JavaScript
    Introduction In modern web applications, providing users with an efficient way to select options from a large dataset is crucial. One effective method to achieve this is through a nested search-select component. In this article, we’ll take a deep dive into how to implement such a component using JavaScript in conjunction with frameworks like Livewire and Laravel. We’ll explore the component's structure, functionality, and address common issues such as handling selections and refreshing the component without a full-page reload. Understanding the Components of a Search-Select What is a Search-Select Component? A search-select component allows users to search through a dropdown list of items as they type into an input field. This type of component enhances user experience by making it easier …  ( 5 min )
    🦆 Quack Docs — AI-Powered Code Documentation From Your CLI
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line Hey devs! 👋 Quack Docs — a command-line tool that generates full documentation for your code using the power of the Amazon Q Developer CLI. No chunking, no partials — just clean, complete docs with a single command. 📦 Source Code: GitHub Repository Built With: Python and Amazon Q Developer CLI 💡 The Idea 🤖 How It Works 🚀 Getting Started 🧪 Usage ✨ Why You'll Love It 🔭 What’s Next 🧠 Final Thoughts Let’s be honest: writing documentation isn't most developers’ idea of fun. what if you could skip the boring part and instantly generate beautiful, structured docs right from your terminal? Quack Docs was born to solve just that. 📄 Generates Markdown documentation for your code files. 🧠 …  ( 5 min )
    C4 Modelizer – draw your C4 architecture in minutes!
    An open‑source React/TypeScript tool for creating, exploring, and sharing C4 diagrams (Context → Containers → Components → Code). https://github.com/archivisio/c4_modelizer The four layers of the C4 model often live in different places—one draw.io file here, a README.md there. C4 Modelizer brings everything together in one typed JSON source of truth. Add, move, and connect your building blocks, and the tool automatically keeps every view in sync. Category Details Diagrams System ↔ Container ↔ Component ↔ Code Editing Drag‑and‑drop canvas, contextual palette, rename via side panel Relationships Dependencies across any levels, animated arrows, labels + tech annotations Cross‑connections Link items across different levels without leaving the canvas Import/Export Versioned JSON, copy‑paste between instances UX Dark theme, i18n, MUI accessibility (Yes, even the Code level—with an embedded Prism editor!) React 19 + Vite → blazing‑fast HMR @xyflow/react → interactive canvas Material UI → consistent, accessible look‑and‑feel Zustand persist → local storage for your models Cypress + Jest → confidence on every pull request docker pull archivisio/c4_modelizer:latest docker run -p 8080:80 archivisio/c4_modelizer:latest # Open http://localhost:8080 Prefer hacking it locally? git clone https://github.com/archivisio/c4_modelizer.git cd c4_modelizer && npm install && npm run dev 🖼️ PNG/SVG export of your diagrams 🧜 Mermaid export for your CI/CD pipelines and docs Drop a ⭐ on the repo → https://github.com/archivisio/c4_modelizer Happy mapping!  ( 3 min )
    Declarative FullStack: Shifting Backend Ownership to the Frontend
    Abstract Introduction The conventional model of web application development separates frontend and backend responsibilities into different teams, skillsets, and codebases. Frontend developers manage UI and client-side logic, while backend developers handle server-side processing, API creation, data storage, and security enforcement. However, this division can lead to longer development cycles, coordination challenges, and duplicated logic across layers. A new paradigm is emerging—one in which frontend developers can declaratively define backend logic using frontend tools and syntax. This shift is enabled by modern platforms that offer serverless scalability, secure permission management, and efficient request/response handling under the hood. This approach doesn't eliminate the need for ba…  ( 5 min )
    What is the Difference Between UDF and Vector UDF in Spark 3?
    Introduction to UDF and Vector UDF in Spark 3 In Spark 3, the advent of vectorized UDFs (User Defined Functions) has created a significant advancement in how operations on DataFrames can be efficiently executed. Understanding the differences between traditional UDFs and the newer vectorized UDFs is crucial for optimizing performance in big data processing. What are User Defined Functions (UDFs)? Traditional UDFs User Defined Functions, commonly referred to as UDFs, are functions written by users to extend the functionality of Spark. They allow you to perform custom operations on DataFrames and Datasets. For example, if you want to apply a complex transformation that is not available out-of-the-box in Spark, a UDF can be created in languages like Scala or Python. How Traditional UDFs Work T…  ( 5 min )
    What is character. AI?
    Character.ai (also known as c.ai or Character AI) is a neural language model chatbot service that can generate human-like text responses and participate in contextual conversation. Constructed by previous developers of Google's LaMDA, Noam Shazeer and Daniel de Freitas, the beta model was made available to use by the public in September 2022.[2][3] The beta model has since been retired on September 24, 2024, and can no longer be used.[4] Users can create "characters", craft their "personalities", set specific parameters, and then publish them to the community for others to chat with.[5] Many characters are based on fictional media sources or celebrities, while others are completely original, some being made with certain goals in mind, such as assisting with creative writing, or playing a …  ( 3 min )
    Spring Cloud: Open Source Business Model, Funding, and Community
    Abstract This post explores the innovations behind Spring Cloud, focusing on its open source business model, funding mechanisms, and vibrant community. We examine how the Apache 2.0 licensing, corporate support from VMware, and active community contributions create a sustainable ecosystem. Additionally, we delve into the technical features of Spring Cloud, how it revolutionizes distributed Java systems, detailed use cases, and future challenges and innovations. Finally, we highlight related resources and provide structured data and helpful links to guide further exploration. Spring Cloud is a leading framework that simplifies building distributed systems in Java. By integrating service discovery, configuration management, load balancing, and more, Spring Cloud creates an ecosystem that b…  ( 8 min )
    Arquitetura em Camadas
    1 Introdução A comunicação e coesão entre desenvolvedores muitas vezes são as partes mais complicadas durante a construção de um software. Desde o começo da tecnologia da informação, arquiteturas e processos são adotados e criados afim de garantir um padrão de engenharia. Com o passar do tempo a complexidade dos sistemas crescem, com a modernidade atingindo resultados nunca antes visto. Este artigo visa explicar o conceito de um dos diversos tipos de arquiteturas adotadas, explicando sua eficiência e proposito. 2 Conceito de Padrão de Arquitetura Uma lógica simples de lidar com tarefas complexa, é dividir o trabalho em equipes claro. Quando bem organizada, é desejado um resultado eficiente, sendo facilmente escalável. Segundo Sommerville, 2010, p.108) Continuando a ideia de (Galloti, 201…  ( 5 min )
    Algorithm Complexity Analysis PART I - Big O
    Overview This is part of an article series on Algorithm Complexity Analysis. In Part I, we cover key topics related to Big O notation. What is Big O? What does Asymptotic and Asymptotic Notation mean? 1. Constant Time - O(1) 2. Linear Time - O(n) 3. Quadratic Time - O(n^2) 1. Constant Space - O(1) 2. Linear Space - O(n) 3. Quadratic Space - O(n^2) Determining the Complexity of a Recursive Algorithm Big-O Complexity Chart 1. Worst Case 2. Drop Constants 3. Different Inputs => Different Variables 4. Drop Non-Dominant Terms Why do we consider exchanging space complexity in favor of time complexity worth it? Pros of Big O Cons of Big O References Problems with measuring time and space by just running the algorithm: Results vary across different computers. Background processes and daemon…  ( 9 min )
    How to Manage Departments and Users in C# EF Core
    Introduction When working with Entity Framework Core (EF Core) in C#, managing relationships between entities is crucial. In this scenario, we have a case where a department can have multiple users, and when a user is assigned a new department, we need to ensure the previous department is deleted if it has no users left. This is a common requirement in applications that handle organizational structures. Why the Department Query Might Not Reflect Updates In your situation, you are attempting to update a user's department and then immediately check if the previous department has users left. You notice that even though the update reflects in the database, the department load returns stale data. This issue can arise due to EF Core’s change tracking behavior and how it interacts with the databa…  ( 5 min )
    How to Use Libuv In Your Zig Project
    Libuv describes itself as a multi-platform support library with a focus on asynchronous I/O. It is widely used in many web servers (e.g., Kestrel) and runtimes such as Node.js and Python (via uvloop). As of Zig 0.14.0, there is no native async I/O, so you must work directly with threads or create your own async API using OS primitives like epoll or kqueue. In many cases, you would likely choose a cross-platform library rather than implementing your own async API. That’s where using libuv, libevent, or libxev (written in Zig) becomes useful. This guide will show you how to use libuv from your Zig project. I’ll start with a basic Zig project to demonstrate how this works. It will be a simple app that runs some timers. We’re going to use the package from github.com/allyourcodebase/libuv to bu…  ( 5 min )
    When cert-manager meets Essendi XC
    After a year of running in production, I'm ready to publish the first public release of the cert-manager issuer for the Essendi XC certificate management tool. Essendi XC is a platform focused on managing the lifecycle of digital certificates within organizations. It centralizes tasks like issuing, renewing, and revoking certificates, supporting integration with various certificate authorities and existing IT systems. The platform is designed to reduce manual work and help prevent certificate-related outages by automating routine processes. Its interface and APIs allow for easy monitoring and reporting of certificate status. Essendi XC is commonly used in environments where certificate sprawl and compliance are concerns. The cert-manager operator is an extension for Kubernetes that automa…  ( 6 min )
    Real-time Deepfakes: what if "seeing is believing" no longer means anything?
    An open-source project called Deep-Live-Cam is gaining traction on GitHub — and for good reason. With just a single still image, it can mimic anyone’s face in a live video call. In real-time. Running locally. No cloud required. The implication is clear: you can no longer trust a video call at face value. So here’s the question: how do we verify identity in a world where faces can be forged on demand? While many react with fear or disbelief, I see only one viable answer: digital signatures. For years, I’ve been saying: we should encrypt everything — files, messages, infrastructure. But now, that’s not enough. We need to start signing everything. Digital signatures ensure authenticity. They prove that something really came from who claims to have sent it and hasn’t been tampered with. We already sign emails, source code, and software packages. Why not apply the same principle to real-time streams? Imagine a video call cryptographically signed with the speaker’s GPG key. Even if the face looks convincing, if the signature doesn’t verify, you know something’s off. I sign every HTML page on my personal website with my GPG key. Not because I’m paranoid — but because I believe security should be a mindset. Don’t trust. Verify.  ( 3 min )
    How to Update a Progress Bar in MantineReactTable using WebSocket?
    Introduction In modern web applications, displaying real-time data is crucial, especially for user engagement. In this article, we'll explore how to effectively update a progress bar within a table using the MantineReactTable component in a React application. The focus is on integrating WebSockets to receive progress updates without causing unnecessary re-renders. Understanding the Challenge You might be facing an issue where your progress bar component does not rerender despite the state updates from useState. This can be confusing, especially when the console confirms that the state is updating. The problem often resides in how Reac's reconciliation process manages component updates and how state is propagated to child components. Setting Up the WebSocket Connection To facilitate real-ti…  ( 5 min )
    Day 2 - Get Registered Users/ Logged-in User
    LoopaApp Day 2 of building Loopa, my messaging + project management app. Fetched and displayed all registered users on the dashboard. Highlighted the current logged-in user. It’s pretty basic UI for now, but it’s functional. Feels great to see the pieces coming together. Build the chat interface. Connect real-time messaging (still deciding between AJAX polling and WebSockets). Sticking to the May 30 MVP deadline. Let’s see how far I can take this.  ( 3 min )
    What is Spring Security? Understanding Its Open Source Funding, Business Model, and Community Engagement
    Abstract: This post delves into the intricacies of Spring Security—one of the leading Java security frameworks. We explore its evolution with an open source funding model, robust corporate support (notably from VMware), transparent licensing under Apache 2.0, and a thriving community. We also discuss practical use cases, inherent challenges, and innovative trends shaping its future. By comparing Spring Security with emerging technological approaches and innovative funding strategies (including blockchain-based models), we offer technical insights and strategic perspectives for developers, enterprises, and open source advocates alike. Spring Security is a critical component for securing enterprise Java applications. Together with the trusted Spring Framework, it has evolved as a state-of-t…  ( 8 min )
    Zero-Downtime Go Module Updates Using AI and CLI Automation
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line I built a CLI tool in Go that automates safe dependency upgrades in Go projects using Amazon Q Developer. The tool addresses the common pain point of manually updating dependencies, which is often error-prone and time-consuming due to compatibility issues. Here's what it does: Auto-scans Go projects for outdated dependencies Uses Amazon Q to generate AI-powered compatibility reports Predicts potential code conflicts before upgrading Automatically applies safe upgrades, runs tests, and opens a GitHub PR The tool streamlines the entire upgrade pipeline while integrating AI-powered risk analysis before making any changes — something that's often missing in conventional dependency managers Demo Flow: Run the CLI: ./q-dep-updater -path=~/dev/myproject -repo=me/myproject See predicted conflicts before upgrades PR automatically created once tests pass 🔗 GitHub Repository – cli-rules Amazon Q Developer was the intelligence behind this tool. I used the q chat CLI interface to: Scan the project and extract outdated dependencies in structured JSON Predict compatibility conflicts based on code patterns and version diffs Generate a compatibility report with AI-based suggestions for refactoring By integrating Amazon Q directly into the upgrade workflow, I was able to: Detect breaking changes before installation Avoid unnecessary manual debugging Ensure only conflict-free upgrades move forward Tip: I found Amazon Q Developer's ability to contextualize Go code very effective when fed with detailed prompts about version differences. Using structured output like JSON made it easy to integrate with the CLI logic.  ( 3 min )
    How to Fix Flutter SDK Version Compatibility Issues?
    Introduction Are you encountering SDK version compatibility issues while running your Flutter app in Android Studio? You’re not alone! Developers often face these challenges, especially when dealing with mismatched SDK tools and Java versions. The specific error message you have encountered indicates a version conflict between your Android Studio tools and the SDK XML files. Don’t worry; I’m here to help you resolve this! Understanding the Issue The warning message you received, "Warning: SDK processing. This version only understands SDK XML versions up to 3 but an SDK XML file of version 4 was encountered", typically indicates that the version of your Android Studio does not support features from the SDK XML file you are using. This mismatch can happen when you have multiple versions of c…  ( 4 min )
    What is Apache POI? A Deep Dive into Open Source Business Models, Funding, and Community Innovation
    Abstract: This post explores Apache POI, a leading Java library for manipulating Microsoft Office file formats, and delves into its open source business model, sustainable funding mechanisms, licensing benefits, and the vibrant community that powers its evolution. We discuss the history and core concepts behind Apache POI, share practical use cases, and examine challenges and future innovations in open source funding. Along the way, we uncover how the Apache 2.0 license, community governance, and corporate sponsorship synergize to empower this project and provide a blueprint for other open source initiatives. Apache POI is more than just a Java library—it is a symbol of collaborative innovation in the open source world. Developed under the stewardship of the Apache Software Foundation, Ap…  ( 9 min )
    5 Ways to Convert IPYNB to PDF for Data Scientists and Students
    Jupyter Notebooks (.ipynb files) are a staple for data scientists, students, and researchers, offering a dynamic environment for coding, visualizing data, and documenting workflows. However, sharing these notebooks with non-technical audiences or submitting them for academic or professional purposes often requires converting them to a universal format like PDF. In this article, we'll explore five effective methods to convert IPYNB files to PDF, ensuring your work is portable, professional, and accessible. Online converters are a go-to for quick, hassle-free conversions without installing software. These tools are perfect for students or data scientists working on shared or temporary devices. A standout option is Rare2PDF, which offers fast, secure, and free IPYNB-to-PDF conversion while pr…  ( 5 min )
    Automate Your GitHub README with Custom SVG Metrics and GitHub Actions
    Do you want your GitHub profile to update itself with your latest stats, contributions, and language usage — and actually look good doing it? This tutorial shows you how to create a fully automated GitHub profile README using GitHub Metrics with custom SVGs and GitHub Actions. A SVG image with your GitHub stats (commits, PRs, languages, etc.) A README.md that displays those stats beautifully A GitHub Action that runs daily, no manual updates Fully customizable layout, colors, and metrics If you don’t already have one: git init yourusername cd yourusername touch README.md git remote add origin git@github.com:yourusername/yourusername.git Go to lowlighter/metrics. Create a workflow file at .github/workflows/metrics.yml and paste the following: name: Metrics on: schedule: [{cron: "0 0 * * …  ( 4 min )
    What is Lombok? Unpacking the Open Source Business Model, Funding Strategies, and Community Impact
    Abstract This post dives deep into Project Lombok—a popular Java library that reduces boilerplate code using smart annotations—and explores its innovative open source business model. We examine Lombok’s origins, its reliance on community funding under the MIT License, and its transparent governance model driven by volunteer contributions. Along with a detailed discussion on challenges, opportunities, and future innovations, we also compare Lombok’s approach with other funding methods, including token-based models. With practical examples, tables, and bullet lists, this article serves as a comprehensive guide for developers, enterprises, and open source enthusiasts seeking sustainable and transparent software development models. Project Lombok has become synonymous with efficient Java cod…  ( 8 min )
    BankNifty Algorithmic Trading System: Powered by Amazon Q Developer
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities For this challenge, I developed a BankNifty Algorithmic Trading System—a robust, end-to-end platform that automates options trading. The system is built using Django as the backend framework and leverages SmartAPI for real-time trading operations. It’s fully containerized using Docker, ensuring seamless deployment across environments. What sets this project apart is the deep integration of Amazon Q CLI, which played a pivotal role throughout development—not merely as a code assistant, but as a full-fledged engineering partner. From initial architecture to performance optimization, Amazon Q helped shape every core component of this system. A Django web interface for configuring trading pa…  ( 4 min )
    [Boost]
    Mastering HTML, CSS & JavaScript: A Web Developer’s Roadmap CodeWithDhanian ・ May 8 #html #css #javascript #webdev  ( 2 min )
    GitLab CI vs. GitHub Actions: Which CI/CD Giant Fits Your Workflow? 🚀
    Hey there, developer! 👋 Let’s tackle a question that’s sparked endless debates in Slack channels and coffee breaks: “Should I use GitLab CI or GitHub Actions?” Both tools promise to automate your pipelines, but choosing the right one can feel like picking between espresso and cold brew—both are great, but your choice depends on your taste (and workflow!). Let’s break down these CI/CD titans so you can spend less time waffling and more time shipping code. ☕ Round 1: The Basics GitLab CI Built into GitLab: A full DevOps suite (repos, CI/CD, security, monitoring). Self-Hosted Option: Run pipelines on your own infrastructure. YAML Configuration: Define jobs in .gitlab-ci.yml. GitHub Actions Native to GitHub: Tightly integrated with GitHub repos and Marke…  ( 5 min )
    Solving "SDK 'Microsoft.NET.Sdk' Not Found" Error in Visual Studio
    If you're learning C# or .NET development, you might encounter this frustrating error: One or more errors were encountered while creating project ConsoleApp3. The generated project content may be incomplete. The SDK 'Microsoft.NET.Sdk' specified could not be found. I faced exactly this issue during my early days learning C#. After multiple attempts, I finally found a solution that worked reliably for me: The root cause appears to be that the official .NET SDK installer sometimes doesn't correctly set up the SDK on your system. Even after installation, the command dotnet --list-sdks might return an empty list, which indicates the SDK isn't properly recognized by your system. Here's what worked for me: Download the Binaries Manually: Go to the official .NET SDK downloads page. Instead of downloading the installer, choose the "Binaries" option. This will give you a .zip file containing the SDK files directly. Extract and Copy Files: Extract the downloaded .zip file to a temporary location. Replace SDK Contents: Navigate to: C:\Program Files (x86)\dotnet\ Delete or back up existing contents, then paste the newly extracted SDK binaries into this folder. Verify Installation: Open a new Command Prompt or PowerShell window and run: dotnet --info You should now see details about the SDK and runtime versions installed. This solution manually ensures that the SDK files are correctly placed and recognised by your system, bypassing the potential issues caused by the automated installer. If you're still experiencing issues after following these steps, consider checking your environment variables to ensure C:\Program Files (x86)\dotnet\ is correctly listed in your system PATH. I hope this guide helps anyone stuck with this annoying issue! If you find additional solutions or improvements, please share them—I'm still learning and would love to hear from you.  ( 3 min )
    🕵️‍♂️ I Made a Python Script That Spies on My Own Internet Behavior
    Take this as an GIFT 🎁: Build a Hyper-Simple Website and Charge $500+ And this: Launch Your First Downloadable in a Week (Without an Audience) GET A 50% DISCOUNT—EXCLUSIVELY AVAILABLE HERE! It costs less than your daily coffee. And the Ultimate Vault - 🔥 113 Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell — Only 50 Downloads available. I wanted to learn something new in Python… “What if I built something that watches me? Like, actually tracks my digital habits, not to judge—but to inform me how weird I really am online.” So I did. I made a Python script that: Tracks which websites I visit Logs my mouse activity Records how much I type vs scroll And sends me a creepy daily summary at 10PM that says: “Hey, you spent 2.3 hours on Twitt…  ( 7 min )
    How to Call gRPC Methods Dynamically in Go
    gRPC (Google Remote Procedure Call) is a high-performance, open-source framework for making remote procedure calls. Unlike traditional REST APIs that use HTTP/1.1 and JSON, gRPC leverages HTTP/2 and Protocol Buffers for more efficient communication between distributed systems. This modern approach offers significant advantages in terms of performance, type safety, and code generation capabilities. When working with gRPC, you need to understand the fundamental components and workflow that differentiate it from other API communication methods. The process begins with defining your service interface using Protocol Buffers (protobuf) in a proto file, which serves as a contract between client and server. This definition is then compiled into language-specific code that handles all the underlyin…  ( 5 min )
    Hello there! I am new to the digital space and I want to learn as much as I can in web development and web designing. Any guidance, please? I would highly appreciate it. (chatgpt told me to do this) :)
    A post by Jo-Mare Cloete  ( 3 min )
    🧠 I Wrote JavaScript That Edits Itself — Here's How (and Why)
    🎁 Kickstart Your Next Big Project with These GitHub GIFTS 🎁 🚀 300+ Open Source LLM Projects You Can Clone, Learn, or Monetize. 🎁 🔥 200+ Python Projects from Hacker News — GITHUB Bundle for Builders 👉 Perfect for indie hackers, developers, and solopreneurs looking for actionable repositories you can turn into products, experiments, or profitable tools. A week ago, I did something slightly unhinged: reads, modifies, and rewrites itself while it's running. Not some weird meta joke — I mean the actual .js file mutates its own content based on how it's used. And yes... it works. I was tired of manually tracking how often certain functions were used. I could’ve used telemetry, logging, whatever. But I thought: "What if the code just kept track of itself — in itself?" Imagine a function…  ( 6 min )
    Why does Bash not continue to the next iteration as expected?
    Introduction Have you ever faced an unexpected behavior in your Bash scripts, particularly regarding loops? In this article, we will delve into a common issue with the continue statement in Bash, as illustrated by your provided script. You're correct in observing that the continue statement should skip the remaining commands in the loop and jump to the next iteration. So, why isn’t it working as expected in your case? Understanding the Issue The primary reason the continue statement may not be functioning as you expected lies in the structure of your loop and the way Bash interprets commands. A common mistake is how command substitutions and pipes are handled in Bash scripts. When you use a pipe (|), the commands are run in separate subshells. This means the continue statement is scoped to…  ( 4 min )
    How Angular Schematics Help Developers Scale Architecture and Team Efficiency
    As software engineers, our job isn't just writing features or fixing bugs. We're responsible for improving the processes around software and help teams move faster, safer, and more consistently. That means asking questions like: Can we reduce repetitive tasks? Can we encode best practices so new team members don't guess? Can we lower the mental load of starting new features? For Angular projects, Schematics is one of the best tools to operationalize these improvements. It lets you automate architecture, encode standards, and enforce patterns. A schematic in Angular is a set of instructions that tells the Angular CLI how to generate or transform code. Think of it as a script that can: Create new files using templates. Update existing code (e.g. add a component to a module). Enforce consiste…  ( 4 min )
    Upgrade to Django 5 with psycopg3
    Why Psycopg3 1. No upcoming features for psycopg2 Psycopg2 is not expected to receive new features anymore From psycopg2 Pypi description: The psycopg2 package is still widely used and actively maintained, but it is not expected to receive new features. Psycopg 3 is the evolution of psycopg2 and is where new features are being developed: if you are starting a new project you should probably start from 3! Psycopg3, being the successor of psycopg3, presents a familiar interface for everyone who has used Psycopg 2 or any other DB-API 2.0 database adapter, but allows to use more modern PostgreSQL and Python features.(cite) Django starts to support psycopg3 in Django 4.2. And Django 5.1 also introduces connection pooling with psycopg3, that gives us the incentive to upgrade bot…  ( 5 min )
    I Built an AI Platform That Lets You Create Your Digital Twin — Here's How It Works
    Hi devs — I recently launched a platform called aimodeling.me, and I’d love to share what it does, how it works, and why I built it. In short, it lets you create a realistic AI model of yourself — your own "digital twin" — from just a few selfies. After that, you can generate endless photorealistic images of you in any scenario, outfit, or setting you can describe. We’re all used to AI image generators now, but most of them produce generic faces or imaginary people. I thought: what if we flipped that? What if you could put yourself in those scenes? Professional photoshoots are expensive, awkward, and static. I wanted a way to generate high-quality, personalized photos for myself (for social media, bios, content creation, etc.) without constantly needing to step in front of a camera. So I b…  ( 4 min )
    What is Jackson? The Open Source Business Model, Funding, and Community – A Deep Dive
    Abstract: This post provides an in‐depth exploration of Jackson – the popular high-performance JSON processing library for Java – and its innovative open source business model. We cover its evolution, funding mechanisms, licensing under Apache 2.0, and community contributions. Readers will discover the background, key features, practical applications, challenges, and an outlook on future innovations. The discussion also draws parallels with similar projects and emphasizes sustainable funding strategies, illustrated through tables and bullet lists for clarity. Jackson has emerged as one of the most versatile JSON processing libraries in Java. Developed and maintained by the FasterXML team, it not only excels in performance but also leads the way in integrating community-driven development …  ( 8 min )
    209/365 | ¥10M Job Challenge - Tied Down in Japan
    Working in Japan under the constraints of a work visa means there’s really not much you can do besides your day job. About the only other option is saving money and investing through NISA... Even if your company allows side jobs, you still need to apply for “Permission to Engage in Activity Other Than That Permitted Under the Status of Residence,” and possibly register and communicate with the authorities. Just thinking about all that paperwork makes me not want to bother. After all, the main goal is to build a life where I can live long-term in a place I truly want to be — for me, that’s Japan. So in reality, my daily life basically revolves around working and studying to prepare for a career move. I won’t deny that this kind of routine gets a bit dull over time. I just want a little more freedom, especially since both language learning and job hunting take so much time. Anyway, I need to hit my goal as soon as possible so I can finally enjoy the freedom I want in Japan!  ( 3 min )
    How can I persist macOS Accessibility API permissions in Swift?
    Introduction Building a window manager using the Accessibility API on macOS can be a complex yet rewarding task. If you find yourself regranting accessibility permissions after each code change, you're not alone in facing this laborious issue. It's essential to streamline the development process while ensuring your app maintains the necessary permissions to function correctly. In this article, we will explore how to persist these permissions between builds, avoiding the hassle of manual granting for each iteration of development. Understanding macOS Accessibility Permissions The Accessibility API allows applications to control and interact with other apps by ensuring the necessary permissions are granted by the user. However, every time you modify your application, especially when debuggin…  ( 5 min )
    Web MIDI API for Musical Instrument Interaction
    Web MIDI API: An In-Depth Technical Exploration of Musical Instrument Interaction Table of Contents Historical and Technical Context Understanding the Web MIDI API Core Concepts and Terminology Getting Started: Basic Setup Advanced Scenarios and Code Examples Performance Considerations and Optimization Strategies Pitfalls and Advanced Debugging Techniques Real-World Use Cases Comparison with Alternative Approaches Conclusion Further Resources and References The MIDI (Musical Instrument Digital Interface) protocol was established in the early 1980s, allowing electronic musical instruments and computers to communicate. Initially developed for hardware devices, its principles laid the groundwork for modern digital audio workstations and software synthesizers. The evolution of we…  ( 6 min )
    Web is still too complex for autonomous AI agents
    AI and automation are currently the hottest trends in tech. Everyone - from solo developers to the largest corporations - is racing to release new tools designed to crush competitors. Startups are popping up faster than ever before, trying to implement AI in practically every sector. One particularly interesting area is web/browser automation. Almost everyone has tasks they repeat daily in the browser: searching through endless information, online shopping, trading, and more. Often, timing is crucial - acting quickly can mean buying something at a bargain, gaining a new client, or staying ahead of competitors. Being first frequently determines success; after all, nobody listens to news reported a day late. Let's talk about time - we all have the same limited 24 hours. Work shouldn't consum…  ( 5 min )
    Clean Code Naming: A Senior Developer’s Code Review Checklist
    Getting the names in your code right is crucial — it makes your code easier to read, maintain, and debug. But honestly, it’s not always obvious what makes a name good or bad, especially when you’re reviewing someone else’s code. In this post, I’ll share my mental checklist for reviewing names during code reviews. It’s based on principles from Clean Code book, but expressed in a straightforward, practical way so you can start applying it today. The name should make the purpose of the variable, function, or class obvious. It should not require you to dig through the code or run around to figure it out. Be descriptive to provide enough context if it helps clarify the intent. Avoid vague or overly broad names. // Problematic List data; // what kind of data? Better: Clear purpose List…  ( 4 min )
    My Summer of Bitcoin 2025 Journey: Building, Simulating, and Securing Bitcoin Protocols
    Author: Anshuman Ojha Email: anshumanojha91@gmail.com GitHub: H-ario-m LinkedIn: Anshuman Ojha I participated in the Summer of Bitcoin 2025 program, where I explored Bitcoin deeply at the protocol level. The experience was hands-on, rigorous, and focused on both Bitcoin Core and Lightning Network internals. I contributed to two distinct projects: Improving the fee estimation model in LND’s Sweeper subsystem. Fixing a critical key handover exploit in the Coinswap protocol. Through the bootcamp and these contributions, I developed technical skills in Bitcoin scripting, descriptor parsing, multisig construction, mempool validation, fee dynamics, and protocol security. Goal: Interact with Bitcoin Core RPC, send a transaction with a payment and OP_RETURN. Technical Approach: Launched a Bitcoin …  ( 6 min )
    Recursion in SQL: Unlocking Trees and Graphs with Recursive CTEs
    "When your data forms a tree, SQL recursion lets you climb it — level by level, branch by branch." Hierarchical data is everywhere: categories, organization charts, dependencies, and more. But handling recursive relationships in SQL can feel intimidating — until you meet recursive CTEs. In this article, you’ll learn how to: Model a self-referencing table (e.g., Employees with ManagerID) Build a recursive Common Table Expression (CTE) Control recursion depth Format trees using depth indicators or breadcrumbs Optimize performance for hierarchy traversal Let’s explore with a real-world use case: building an organizational chart. We’ll use a single table to model an org chart: CREATE TABLE Employees ( ID INT PRIMARY KEY, Name TEXT, ManagerID INT -- self-referencing foreign key ); INSER…  ( 4 min )
    What is Retrofit? The Open Source Business Model, Funding, and Community Revisited
    Abstract: This post revisits Retrofit – the renowned type-safe REST client library for Java and Android – with a deep dive into its open source business model, funding strategies, and the vital role its community plays. We explore its history with corporate sponsorship from Square, its adherence to the permissive Apache 2.0 license, and its sustainable structure compared to newer token-based funding methods. The article also includes practical use cases, challenges, and future outlook along with tables, bullet lists, and curated resources to help both developers and business leaders understand the fundamentals of Retrofit and sustainable open source funding. Over the past decade, Retrofit has become a cornerstone for Java and Android developers. Originally developed by innovative engineer…  ( 8 min )
    Crushing the Command Line: Automating Email Reading with Python & Amazon Q Developer
    Terminal Email Reader: A Python Automation Project Introduction As a student balancing classes, freelance work, and personal tasks, I wanted a way to check my Gmail quickly—without leaving the terminal. So I built a Python script that fetches unread emails and displays them right in the command line, showing the sender, subject, and body. Thanks to Amazon Q Developer CLI, I streamlined the development process by asking coding questions directly in my terminal. This is my submission for the "Crushing the Command Line" prompt of the Amazon Q Developer "Quack The Code" Challenge. What My Project Does This script: Logs into Gmail using IMAP with credentials stored securely in a .env file Fetches and decodes unread emails Prints cleanly formatted output (sender, subject, …  ( 4 min )
    LoggerHelper
    🚀 Introducing CSharpEssentials.LoggerHelper: A Modular and Powerful Logger for .NET Developers In the world of software development, structured and reliable logging is crucial for debugging, monitoring, and maintaining applications. Today, I'm excited to introduce CSharpEssentials.LoggerHelper, a lightweight, modular library built on top of Serilog, designed to make logging in .NET applications easier, cleaner, and more powerful. LoggerHelper is a wrapper around Serilog that allows you to configure multi-sink logging quickly and flexibly, without having to write complex boilerplate code. It helps you set up a professional logging system with: Console File PostgreSQL Telegram … and it's easy to extend with your own custom sinks! ✅ Modular Configuration With the LoggerBuilder, you can c…  ( 4 min )
    Detecting Alzheimer's Disease with EEG and Deep Learning
    Abstract Alzheimer's disease (AD) represents a significant global health challenge. This paper proposes an experimental approach for early AD detection using Electroencephalography (EEG) signals processed through an innovative deep-learning architecture. I suggest a channel-frequency-based attention model that effectively captures spectral features across different brain regions. This model uses depthwise convolutions, squeeze-and-excitation blocks, and spatial dropout regularization to efficiently learn patterns within EEG data. The dataset has 19-channel EEG recordings from subjects with Alzheimer's, healthy controls, and frontotemporal dementia. The model shows 83.81% accuracy, which tells us about its potential. Alzheimer's disease (AD) is a progressive neurodegenerative disorder tha…  ( 10 min )
    Fingerprint Not Working After Sleep?
    If you're using fprintd for fingerprint authentication on Linux and encounter this error after waking your system: Device reported an error during identify: Cannot run while suspended. …it likely means the fingerprint device fails to recover correctly after suspend or hibernate. You can fix this by restarting the fprintd service automatically after resume. Here's how: Create a file at /etc/systemd/system/restart-fprintd-after-suspend.service: [Unit] Description=Restart fprintd after suspend After=suspend.target hibernate.target hybrid-sleep.target suspend-then-hibernate.target [Service] Type=oneshot ExecStart=/bin/systemctl restart fprintd.service [Install] WantedBy=suspend.target hibernate.target hybrid-sleep.target suspend-then-hibernate.target Enable the service running this command: sudo systemctl enable --now restart-fprintd-after-suspend.service Now fprintd will restart automatically after suspend or hibernate, and your fingerprint sensor should work reliably again.  ( 3 min )
    Building AI Model
    Hello Readers It's day #14 of building an AI - Model. Explore more here  ( 2 min )
    How to Simulate Laravel and Vue.js Production Deployment Locally?
    Introduction If you're developing a web application using Laravel (version 11) and Vue.js (version 3), it’s crucial to ensure that your application performs optimally before the actual deployment. This article will guide you through the steps to simulate a production deployment locally, allowing you to test your compiled assets, configuration settings, and the overall performance of your app in a real-world-like environment. By serving compiled frontend assets with Vite and running Laravel in production mode, you’ll gain insight into any potential issues that could arise when going live. Why Simulate Production Environment? Simulating a production environment locally is essential for several reasons: Performance Testing: Examine how your application performs under typical user loads. Reali…  ( 5 min )
    🚀 React Compiler is now in RC! No more manual memoization — just write React, and the compiler optimizes it for you. Still experimental, but a big leap forward. 🔗 https://react.dev/blog/2025/04/21/react-compiler-rc #react #javascript #webdev
    A post by Kamil Dzieniszewski  ( 3 min )
    Implementing a Scalable Filtering and Segmentation Panel for Large-Scale MongoDB Database
    Modern applications managing millions of person records require sophisticated filtering and segmentation capabilities while maintaining performance and scalability. This technical guide presents a comprehensive architecture combining MongoDB, Spring Boot, React, and Elasticsearch to handle datasets exceeding 10 million records with sub-second response times. The solution leverages MongoDB's flexible document model, Spring Data's dynamic query capabilities, React's component-based UI, and Elasticsearch's full-text search optimization. The MongoDB document model combines static and dynamic fields using a hybrid schema approach: { "_id": ObjectId("665f1d9b1a41c8523e48f791"), "identity": { "firstName": "Emily", "lastName": "Zhang", "dob": ISODate("1985-07-19T00:00:00Z"), "n…  ( 7 min )
    How to Add Custom Fields to HubSpot Forms with ClickPatrol?
    Introduction Integrating ClickPatrol’s form protection with HubSpot can significantly enhance your forms by allowing the injection of custom fields like email addresses and user IDs. However, many users face challenges with these fields not appearing in their HubSpot account, even after implementing the provided code snippets. In this article, we will explore the correct methods to add these custom fields to your HubSpot forms effectively. Understanding the Integration Challenge One common issue when using ClickPatrol's form protection with HubSpot is the failure of custom fields to display as expected. You might have added a field, such as customfield, but not seen it reflected when viewing your forms in HubSpot. This could happen due to incorrect code implementation or configuration sett…  ( 5 min )
    Essential Collaboration Tools for Remote Development Teams
    In today's digital landscape, remote work has become a norm, especially in software development. To facilitate effective collaboration among remote developers, utilizing the right tools is crucial. Here are eight essential collaboration tools that can streamline communication, project management, and code development for distributed teams. Effective communication is vital for remote teams. Task management tools help organize workflows. Code management is essential for collaborative development. Time tracking tools ensure accountability. Continuous integration tools enhance code quality. Effective communication is the backbone of any remote team. Here are some popular tools: Slack: Ideal for instant messaging and creating project-specific channels. Integrates well with other too…  ( 4 min )
    Getting Started with Unreal Engine Game Development: My Journey and Insights
    Unreal Engine has become one of the most powerful and accessible platforms for game developers, from indie devs to AAA studios. In this post, I’ll walk you through what makes Unreal Engine amazing, how I got started, and practical tips if you're planning to dive into this world. Unreal Engine, especially version 5, offers: Photorealistic visuals thanks to Lumen and Nanite Robust multiplayer framework using C++ and Blueprints VR and mobile support out of the box An intuitive Blueprint system for non-coders or rapid prototyping A strong community and ecosystem (plugins, marketplace, forums) Whether you’re building a narrative game, a tactical shooter, or a training simulation — Unreal can do it all. I've worked on a range of games and simulations including: Offensive Warfare – A 5v5 multipla…  ( 4 min )
    Simplify Your Cypress Intercept Assertions: cypress-intercept-search
    When writing end-to-end tests with Cypress, you must often validate that your application sends or receives the correct data. Cypress’s cy.intercept() gives you robust control over network requests. However, digging through nested bodies, headers, and query parameters to find the exact key/value you care about can become repetitive and error-prone. That’s why I created cypress-intercept-search, a small plugin that lets you recursively search through every part of one or more intercepted requests or responses for a given key and (optionally) a matching value. Then, wrap the results in a chainable Cypress command for easy assertions. ## Why Built cypress-intercept-search cy.wait('@savePlay').then((i) => { const { players } = i.request.body; expect(players).to.exist; Object.entries(play…  ( 4 min )
    How To Find the Right Tech Mentor in 2025
    Many years ago, I came across a profile on Twitter, now X, doing amazing things in development, and I was intrigued and wanted to get close to this person. I sent a couple of messages just to catch his attention, and when I asked him to be my mentor, he ghosted me. I felt so bad, like it hurt, but many years later, I understood. Because you feel he inspires you, it does not mean he/she is the right person to guide your growth. Mentorship has long been the cornerstone of personal and professional growth, especially in tech. Yet, in 2025, finding the right mentor remains one of the most elusive achievements for young professionals. It’s not just about guidance, it’s about survival in a fast-moving industry where knowledge gaps can determine one’s relevance. In this article, we unpack why…  ( 6 min )
    How to Prevent an Image from Resizing in HTML?
    Introduction In web design, ensuring that images maintain their size when a user resizes their browser can be crucial. Many developers face challenges in retaining the original dimensions of images while still creating a responsive layout. If you've encountered similar frustrations—like trying to prevent an image from resizing, despite applying various styles—you're not alone. This guide will help you understand how to achieve this. Why Images Resize in a Responsive Layout Images typically resize in a responsive layout owing to CSS settings such as width, max-width, and other stylesheet rules. By default, images are treated as inline elements, and their sizing depends on the surrounding container. When modifying the browser window, the layout recalibrates, and unless the styles are explici…  ( 4 min )
    Sobre operações comutativas e associativas
    Comutativa Não-Associativa e Associativa Não-Comutativa Alexandre Pierre for cataploft ・ May 10 #computerscience #learning  ( 2 min )
    Picklepong: An 8-bit TRON-inspired Pong game!
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! My inspiration for this project is threefold: the classic PC game, Pong, Pickleball and the 80s sci-fi movie TRON. I wanted to combine the two games into one – using pickleball paddles and a pickleball ball as the main interactive elements and the gameplay of Pong. Finally, TRON is my inspiration for the UI. I favor Visual Studio Code in my workflow, so I used Amazon Q Developer within Visual Studio Code as a chat buddy. I am letting Amazon Q Developer handle all the coding while I stepped into the director role, sipped my coffee and instructed the AI developer along the way. Picklepong GitHub Repo Having Q in the driver seat allowed me to focus on the accuracy of the look and feel of the gam…  ( 4 min )
    GitHub Projects My Way
    This post explains why and how I use GitHub for nearly everything. I will also explain how I use GitHub Actions to automate the creation of issues in my GitHub Projects. I am using GitHub for both personal and work projects. In the past, I used BitBucket, and at some point I considered using GitLab, too. However, the popularity of GitHub and its ecosystem made it hard to ignore. I even use GitHub to follow trends in my profession. So, I doubled down on GitHub and started using it for everything. Probably the most important feature my team and I use is GitHub Projects. I dropped all other project management tools and even my lifelong quest for the perfect project management tool in favor of adopting GitHub Projects. I am not a fan of the GitHub UI. The GitHub Projects UI is no improvement a…  ( 5 min )
    How to Reduce Duplication of Method Implementations in Go
    In Go, when you have multiple struct types that need to perform the same methods, it can often lead to code duplication. This issue is quite common, especially in cases where you have several struct types with similar methods. In this article, we will explore how to effectively reduce method duplication using interfaces and composition, thereby making your code cleaner and more maintainable. Understanding the Problem Let's begin by analyzing the problem you've presented. You have several structs (A, B, C, and D) that all implement the same methods, specifically Add and Remove. Repetition of code leads to maintenance challenges—any change in method logic must be mirrored across all structs, increasing the risk of errors. The Traditional Approach The initial code example you provided clearly…  ( 5 min )
    Agentic AI Driven Legacy Code Modernization using Amazon Q (Extension in VSCode)
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities Agentic AI Driven Legacy Code Modernization using Amazon Q addresses the challenge of transforming legacy systems into modern, maintainable code while preserving business logic and functional accuracy. Legacy systems, often written in outdated languages, hinder scalability, security, and integration with modern architectures. Solution Approach: Input Processing: Users upload legacy code files through a Streamlit interface. Agent Selection: The system dynamically selects the appropriate AI agent based on the input language (e.g., COBOL, Fortran). Conversion Execution: Using Amazon Q Developer, the CrewAI agents convert the input code to the selected modern language (e.g., Python). O…  ( 4 min )
    Setting Up SSL on AWS Elastic Beanstalk Single Instances
    Photo by Taylor Vick on Unsplash Deploying applications on AWS Elastic Beanstalk simplifies many aspects of running your web applications, but setting up SSL/TLS on single-instance environments can get a bit tricky. In this article, we’ll explore two practical approaches to implementing SSL for your Elastic Beanstalk single instances. AWS Elastic Beanstalk single instances don’t come with built-in SSL termination like their load-balanced counterparts. When you deploy a web application in a single-instance environment, you’re essentially working with a standalone EC2 instance without the benefits of an Application Load Balancer to handle SSL termination. However, there are compelling reasons to use single instances: Cost efficiency : Avoiding load balancer costs for smaller applications Sim…  ( 6 min )
    Dissecting the IEX Cloud Closure: Retrospection & Outlook
    Author's note: in my last article, I examined the technical aspects surrounding the shutdown of the widely used IEX Cloud API for stock market data. In response to strong reader interest, this second installment shifts focus to the broader implications of the shutdown for the global fintech developer community. In August 2024, IEX Cloud – a platform that once promised to democratize financial data – was officially shut down. For developers, fintech startups, and anyone seeking accessible market data, this closure marked the end of an era. IEX Cloud had been a breath of fresh air in a space long dominated by expensive, enterprise-focused data providers. Its pay-as-you-go model, developer-friendly APIs, and transparent pricing made it possible for startups, individual traders, and indie dev…  ( 12 min )
    How to Write Better Prompts: A Simple 3-Part Formula
    Prompt engineering is the art of asking the right questions in the right way. Whether you're writing prompts for ChatGPT, building a custom AI assistant, or just trying to get more accurate responses, how you structure your prompt matters—a lot. At the heart of every good prompt are three key parts: context, instruction, and example. In this article, we’ll break each of these down so you can craft clearer, more effective prompts that get better results. Before asking a question or giving a task, it helps to set the scene. The context gives background information that helps the AI understand the scenario, domain, or objective. What can context include? Relevant background details Definitions of key terms or roles A description of the situation or goal Example: Let’s say you want to write a …  ( 4 min )
    Contributing to Elixir Documentation: A Step-by-Step Guide
    Elixir is a functional, concurrent, and dynamically typed language built on top of the Erlang VM. Since its release in 2012, Elixir has gained popularity due to its friendly syntax, scalability, and fault tolerance. Like many open-source projects, Elixir is hosted on GitHub and relies on community contributions to evolve. One of the most accessible ways to contribute to the project is by improving its documentation - fixing typos, enhancing explanations, or resolving formatting issues. In this article, I'll share my experience contributing to Elixir's documentation and provide a step-by-step guide for those looking to do the same. Before diving into the technical details, it's worth highlighting the importance of documentation contributions: Accessibility for beginners: Clear and accurate …  ( 6 min )
    A2A Protocol Implementation
    The Agent2Agent (A2A) Protocol is gaining popularity in the developer community. In my previous blog, Communication is All You Need, I introduced the A2A protocol and outlined its key features. At its core, A2A enables: Agent Discovery Inter-Agent Communication Before diving into the implementation, let's quickly recap what A2A is all about: A2A is an open protocol that standardizes how agents in a multi-agent framework discover each other, communicate, and collaborate to perform tasks autonomously without human intervention. In this blog, we’ll walk through the implementation of the A2A protocol to understand how agent discovery and communication work in practice. We'll be using Google's official A2A demo repository for our setup and examples. Install UV Google API Key There are two parts…  ( 8 min )
    Can I Build Useful Projects with Only HTML and CSS?
    As a beginner in web development, you might be wondering if it's possible to create real, functional projects using just HTML and CSS, without the need for JavaScript. The answer is a resounding yes! With the combination of these two foundational languages, you can indeed build visually appealing web pages that serve a purpose. Why You Can Build Projects with HTML and CSS HTML (Hypertext Markup Language) and CSS (Cascading Style Sheets) are the backbone of web development. HTML structures your content while CSS styles it, allowing you to create visually attractive web pages. Although JavaScript adds interactivity and dynamic functionality to web applications, many static projects can be effectively crafted using just HTML and CSS. Possible Projects to Build with HTML and CSS If you're look…  ( 5 min )
    Day-21 of Learning Web Dev
    100DaysofCode Day-21 Completed 20% of The Odin Project – Foundations (+10% today) Today I learned: How the internet works: servers, websites, browsers, DNS, IP addresses How to set up WSL2 (Windows Subsystem for Linux)  ( 2 min )
    Guidelines for the first projects...
    This blog is for those, who want to start their first full stack development project but not have enough idea about how to start. I will try to cover some of the things that you should follow for make your first project journey more smooth. Folder Structure: The first thing you might face difficulties is creating and understand the folder structure. It may vary by project to project, but their are some common concept like creating 2 separate folder, one for frontend and other one is for backend. Inside each folder you will have multiple folders. For backend you will have folders like models, services, api endpoints etc (based on your requirements) . And for frontend, you will have src folder inside which you will find components, assets, pages, api, utils etc folders (if you are using React). fullstack-project/ Make sure you must write code as clean as possible. It is a good practice. You should right the logics more efficient way. You can also create a folder for a particular module and inside that you can create multiple files so that anyone can easily find the code written for a specific purpose. It will reduce cognitive complexity. Another thing you should remember that don't make a function so large with so much logics in a single function, rather use multiple functions, each for a particular logic and use them in that function. Before writing any routes, you should always first do some floor planning like how this routes is going to use, how many times this routes will be called. It is completely necessary when you are going to deploying the project into the server. Because the more api needs to call from backend, the more it will take time to load and resulting the website slow. Wish a happy journey for your first project 😄 and share if you find this post helpful.  ( 4 min )
    Postman Was My Therapist: How I Finally Mastered APIs by Talking to Them Directly
    Have you ever felt like you're fighting with your own APIs? As a backend developer, I sure did... until I learned to stop debugging through the frontend and start talking directly to my APIs instead. Last month, I was building a backend for a mocktail ordering system. Everything was in place: // Our beautiful API endpoints app.post('/api/auth/register', registerUser); app.get('/api/auth/logout', logoutUser); app.get('/api/products', getProducts); app.post('/api/events', createEvent); app.post('/api/orders', createOrder); app.get('/api/invoices', getInvoices); app.get('/api/payments/history', getPaymentHistory); app.delete('/api/users/:id', deleteUser); Then the moment of truth came: testing the "Delete Account" feature. Click... and nothing happened. No error, no confirmation, nothing. My…  ( 5 min )
    Kaltrinkeda e os Novos Avanços.
    Kaltrinkeda e os Novos Avanços. Olá leitores, hoje é só um post simples, mostrando alguns progressos da IDE Kaltrinkeda, e aqui estão eles: Agora o editor tem prévia de cores, independente da linguagem, agora o usuário verá uma prévia sempre que digitar uma cor, e você pode usar de diversas formas como: O restante, é progresso Visual, você poderia avaliar de 1 a 10 para me ajudar a saber como está o design, se tem alguma crítica reconstrutiva, eu quero ouvir oque acha desse design. É isso. Obrigado pela atenção. Color Preview: Folders View: Editor Settings: Context Menu: Document Creation:  ( 3 min )
    Kaltrinkeda and the New Advances
    Hello readers, today is just a simple post, showing some progress of the Kaltrinkeda IDE, and here they are: Now the editor has a color preview, regardless of the language. The user will now see a preview whenever they type a color, and you can use it in various ways such as: The rest is visual progress. Could you rate it from 1 to 10 to help me understand how the design is going? If you have any constructive criticism, I’d love to hear what you think of the design. That's it. Thanks for your attention. Color Preview: Folders View: Editor Settings: Context Menu: Document Creation:  ( 3 min )
    Solving The Big IAM Challenge
    CTF (Capture The Flag) challenges are a fun and safe way to stretch a stale brain muscle and learn a trick or two about how robust security is not actually that robust. Today we're going to solve The Big IAM Challenge1 and reflect on the lessons learned. Table of Contents Intro Challenge 1: Buckets of Fun Challenge 2: Google Analytics Challnge 3: Enable Push Notifications Challenge 4: Admin only? Challenge 5: Do I know you? Challenge 6: One final push Post Mortem The Big IAM Challenge consists of six challenges, each based on a task and an IAM policy. We also have access to a web CLI. With these tools, we will have to find our way to a flag -- a string containing the key that will allow us to progress to the next challenge and, eventually, solve them all. Task # IAM policy { "Version":…  ( 10 min )
    Building "Production-Grade" APIs in .NET: Part 1 - Design Clean and Intuitive APIs
    You can read the intro here: Let’s say you join a new team and find this in one of the core API controllers: [HttpPost("updateOrder")] public async Task UpdateOrder([FromBody] OrderDto order) { var updatedOrder = await _orderService.Update(order); return Ok(updatedOrder); } At first glance, it seems reasonable. It compiles. It works. It even passes QA. But if this looks fine to you — keep reading. This kind of code is deceptively simple. In fact, it’s a perfect example of how bad design doesn’t look broken, until it is. Under the surface, this endpoint is full of subtle flaws that will confuse consumers, pollute your Swagger docs, and slow your team down over time. Let’s unpack what’s wrong, and more importantly, how to fix it. Let’s break it down: You're updatin…  ( 7 min )
    Programming language of the future. Part 2: State management
    Most programmers will agree that state management is a pain (in the head). Which is why they shy away from it at every opportunity. Languages, functional or OOP, make no difference - if state is only ever passed around to and from the database, it's all practically stateless in my book. In the industry-accepted programming model (clean model, layered model, hexagonal model) state management (database I/O) is on the outer layer - why? Oh, because you don't actually operate on entities that you store, you operate on transient entities derived from them. This abstraction is necessary, because in most modern languages state is carried by objects - and you can't store objects, only things derived from them. Be it rows in tables, or at least whole aggregates in NoSQL DBs. Actual object state can…  ( 4 min )
    How to Optimize SQL Queries for Counting Boolean Flags?
    Counting boolean flags in a SQL table can be a common task, especially when you're trying to evaluate multiple conditions simultaneously. However, using multiple queries can be inefficient. In this article, we will explore why combining queries might lead to performance issues and how to optimize your SQL commands for better efficiency. Understanding the Issue with Combined Queries When you attempt to collect counts for multiple boolean flags in a single query, as in your provided SQL example, you might notice that performance significantly decreases. This can occur due to several factors: Complexity of Execution: A single query that evaluates multiple conditions introduces additional complexity for the SQL engine. The optimizer must evaluate each case for every row, which can be resource-…  ( 5 min )
    🧠 What Are Side Channel Attacks and Why Are They Among the Most Dangerous Attacks?
    🔍 What Are Side Channel Attacks? Examples of Side Channels: Power Consumption — Measuring how much power a device uses during operations. Timing Information - Tracking how long different operations take. Electromagnetic Leaks - Capturing data through EM emissions. Acoustic Signals - Even the sound of a keyboard or CPU coil can leak secrets. Cache Usage - Analyzing memory access patterns in CPUs. Side channel attacks are considered among the most dangerous for several reasons: Bypass Traditional Defenses Smart Cards — Attackers extract PINs or cryptographic keys. Wikipedia on Side Channel Attacks — Great starting point. 🧰 How to Protect Against Side Channel Attacks Top 5 Mitigation Techniques: Gives you a cutting-edge advantage in security topics. 🧾 Summary So, have you considered how secure your hardware truly is? 🧲 Stay Ahead of the Curve Want more exclusive articles like this? → Bookmark this blog for weekly deep-dives into cybersecurity topics. → Click on an ad or support us by signing up — it keeps this blog alive! → Share this post if you found it helpful!  ( 4 min )
    Building true distributed systems with RoadRunner and Laravel
    I've been developing PHP applications for over 15 years now, working with various PHP frameworks. Throughout this journey, I've witnessed many projects that began as monoliths eventually need to evolve into microservices. That's when interesting architectural challenges emerge. While I'd successfully used RoadRunner (RR) with Spiral and Symfony before, I wanted to bring these same capabilities to my Laravel projects. Yes, Laravel Octane does provide RR integration but only for HTTP. I needed the full ecosystem of plugins that make RR truly powerful for distributed systems. If you're looking to build microservices where components communicate using gRPC, implement durable workflows with Temporal, or integrate your application with services written in other languages, you may have encountere…  ( 12 min )
    20 Essential Tips to Go from Zero to Hero as a Front-End Developer
    Becoming a skilled front-end developer takes time, practice, and the right mindset. Whether you're just starting or looking to level up, these 20 tips will help you grow from a beginner to a pro! 1. Master the Fundamentals First Before jumping into frameworks, ensure you have a solid grasp of: ✅ HTML (Semantic markup, accessibility) ✅ CSS (Flexbox, Grid, responsive design) ✅ JavaScript (ES6+, DOM manipulation, async/await) 2. Learn Version Control (Git & GitHub) Git is a must-know tool for collaboration. Learn basic commands (commit, push, pull, branch) and contribute to open-source projects. 3. Write Clean, Maintainable Code Follow naming conventions (e.g., BEM for CSS). Keep functions small and reusable. Comment where necessary (but don’t overdo it). ⚡ 4. Ge…  ( 4 min )
    How to Resolve CocoaPods Dependency Conflicts in Flutter for iOS?
    When building your Flutter app for iOS, you might run into dependency conflicts, especially with CocoaPods. A common issue occurs when different Firebase packages request incompatible versions of the same pod, such as GoogleUtilities/Environment. This article will guide you through understanding these errors and how to resolve them effectively. Understanding the Issue In your case, the error arises when multiple Firebase dependencies request different versions of the GoogleUtilities/Environment pod. This is common in Flutter projects that leverage multiple Firebase services, such as Firebase Core, Firebase Messaging, and Google Sign-In. Each library may depend on various versions of shared resources, leading to a conflict. The specific error message indicates that: firebase_core (2.32.0) d…  ( 4 min )
    🔐 Stop hardcoding secrets: generate `.env` files from AWS SSM with a simple CLI
    At M47 Labs, we work on many AI and cloud-native projects where secret management becomes complex — especially across environments and CI/CD pipelines. We're big fans of AWS SSM for storing configuration and secrets securely, but syncing them into .env files can be painful and repetitive. To solve this in a cleaner and more reliable way, I built a CLI tool: 👉 Envilder on GitHub Envilder reads a mapping file that links environment variable names to AWS SSM parameter paths. .env file. Your param-map.json might look like this: { "DB_HOST": "/my-app/dev/DB_HOST", "DB_PASSWORD": "/my-app/dev/DB_PASSWORD" } Run: envilder --map=param-map.json --envfile=.env And you get: DB_HOST=mydb.cluster-xyz.rds.amazonaws.com DB_PASSWORD=supersecret You can also use different AWS CLI profiles: AWS_PROFILE=staging envilder --map=param-map.json --envfile=.env This small tool makes a big difference when: 🧑‍💻 Onboarding new team members: no more “what’s the DB password?” 🔄 Keeping environments in sync: any change in SSM is reflected across the team ⚙️ CI/CD pipelines always up-to-date: e.g. GitHub Actions, CodeBuild, GitLab 🧼 Centralized configuration: avoid duplication and keep secrets in one secure place 🧭 Supports multiple AWS profiles: ideal for multi-account or multi-env setups Works with SecureString and plain parameters CLI-first, fast, and script-friendly Compatible with any CI system Supports static values and fallbacks AWS profile support (AWS_PROFILE) npm install -g envilder Or: envilder --map=param-map.json --envfile=.env --profile=aws-account It’s still an early-stage project, but already helpful in several real-world teams. If this sounds familiar, or you’ve solved this differently, I’d love to hear from you. GitHub: https://github.com/macalbert/envilder  ( 4 min )
    Neurosell launched a major update to Virton AI and talk about future development plans
    Hi everyone, we're here with Neurosell. Today we're going to talk about the past week's progress, including the launch of the new Virton AI update, development plans for the near future and new partner destinations. This is gonna be interesting, let's go! Virton AI's massive new update Today we launched a major new update to our artificial intelligence-based virtual fitting rooms - Virton AI. It includes new functionality for online store owners, updated algorithms for working with photos, widgets and internal tests of video fitting in motion. Below, we tell you about everything in order. Started a personal store management cabinet to implement a fitting room widget without programming knowledge. To do this, you only need to customize the widget appearance, fill in the product…  ( 4 min )
    Truthy and Falsy in JS: What Every Developer Should Know
    Stop Guessing: Understand JavaScript Equality the Right Way When you start working with JavaScript, one of the first things you notice is how flexible it feels. You can assign different types of values to the same variable and JavaScript won’t complain. This flexibility is great—but it can also lead to unexpected bugs, especially when you're comparing values or checking if something is "true" or "false." Let’s break down some of these concepts in a beginner-friendly way so you can write safer and more predictable JavaScript code. In JavaScript, you don’t need to declare the type of a variable. For example: let x = 5; // x is a number x = "hello"; // now x is a string x = true; // now x is a boolean This is called loose typing—a variable can hold any type of data, and JavaS…  ( 6 min )
    Unlocking Innovation: How the AI Code Generator is Transforming Software Development in 2025
    As we move into 2025, the world of software development is changing rapidly, thanks in large part to AI code generators. These tools are not just cool gadgets; they are becoming essential for developers. They help simplify coding tasks, making it easier for teams to build software faster and with fewer errors. In this article, we’ll explore why these AI code generators are so important, how to choose the right one, and what the future holds for this technology. AI code generators are vital for improving productivity in software development. They help address the shortage of tech talent by streamlining coding tasks. Choosing the right AI code generator depends on specific needs like language support and integration. Security features in AI code generators are becoming more advanced …  ( 13 min )
    10 Core Docker Topics You Can’t Ignore Before Going Live
    Docker has transformed modern application development by introducing isolated, reproducible environments that streamline deployment and reduce system-level conflicts. But for many developers, the learning curve can be steep—especially when juggling concepts like images, containers, volumes, networks, and multi-container orchestration. This blog serves as your executive summary of Docker fundamentals—designed for engineers who want to understand the why behind each concept and learn how to implement them effectively. Each section includes a link to a detailed, hands-on post to explore the topic further. Images vs Containers: Blueprint vs Runtime A Docker image is a read-only blueprint that defines the application environment—its dependencies, tools, and configuration. A container is the r…  ( 5 min )
    Become a Part of My ML Journey : From Bangladesh
    I'm not an expert (yet!). I'm a recent graduate figuring things out, just like many of you. By sharing what works and what doesn't, we can learn together and create a resource that addresses our unique challenges. Bangladesh – I invite you to follow along and grow with me. What topic would you like me to cover first? Drop a comment below!  ( 3 min )
    How to Use Excel WEEKNUM Function?
    The WEEKNUM function in Excel is used to return the week number from a given input date. If the input is not a valid Excel date, the function will return a #VALUE! error. It will also return a #NUM! error if the return_type argument is not supported. The return_type must be 1, 2, or between 11 and 17. Objective Value Returned by function Aim to returns the week number WEEKNUM function in excel will return the relative week number to the given input date. =WEEKNUM(serial_number, [return_type]) serial_number: The date you want to find the week number for. return_type: A number that determines which day the week starts on. This is an optional one. By default the Excel will assumes Sunday as value 1. The following is the difference between the WEEKNUM and ISOWEEKNUM function is,…  ( 7 min )
    How to Create User IP Middleware in Go with Chi?
    Introduction Creating middleware in Go, especially using the Chi router, offers an efficient way to process HTTP requests. If you're looking to capture user IP addresses for every request, constructing a custom middleware can simplify your routing logic. In this article, we'll explore how to create a middleware function that retrieves the user's IP address and applies it across all routes effortlessly. Why Use Middleware for IP Tracking? Middleware functions are a core aspect of web development in Go, particularly with frameworks like Chi. They allow you to add common functionalities to your route handlers without repeating code. By implementing an IP address middleware, you can log or process the user's IP address for purposes like analytics, security, and more. Creating Your IP Middlewar…  ( 4 min )
    📦 The Ultimate Guide to package.json, package-lock.json, .yarnrc, babel.config, tsconfig.json & More
    Most developers use these config files daily — but few truly understand how they work, why they matter, and how small mistakes can break a project or waste hours of debugging time. This post goes beyond definitions: we’ll explore how these files work, why they matter, best practices, and common real-world mistakes to avoid. package.json What it is: How it works: project manifest — when you run npm install, it reads the dependencies and installs them. Important things to remember: Keep dependencies (dependencies) and dev tools (devDependencies) separate. Always update versions carefully — check changelogs when upgrading. 👉 Quick Difference:dependencies are needed to run the application in production, while devDependencies are only needed for development, testing and build processes…  ( 5 min )
    ECMAScript with Node.js is more powerful then C++ with Microsoft
    A post by Aldo  ( 2 min )
    Amazon Q CLI for Code Review: Focus on What Changed, Not Everything
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Crushing the Command Line Some AI-powered coding assistants already support code reviews, but most of them tend to review an entire workspace or just the currently open file. In real-world scenarios though, code reviews are often based on pull requests—where we only need to review changes between two branches, not the whole project. For example, reviewing just the differences between a hotfix branch and main. That got me thinking: wouldn’t it be great if an AI coding assistant could handle that kind of focused review? At least as a first layer—giving us a detailed AI-generated review of the changes before we jump in manually. That way, human reviewers can just focus on refining things further instead of starting from scratch. One of Amazon Q Developer’s cool features is its CLI and MCP (Model Context Protocol) support. So I thought: why not use Amazon Q CLI to compare two branches—say, hotfix and main—and then have it go through the changed files one by one, review them, and finally compile the feedback into a single file using MCP as well? That way, whoever’s reviewing the PR can read the AI’s review first before doing their manual checks. Code Repository Code Review with Amazon Q Developer CLI I used Amazon Q Developer as the first layer of code review—comparing one branch to another, like from hotfix to main. This helps make the review process smoother, more effective, and scalable—especially when combined with a follow-up manual review. What makes it even more exciting is that Amazon Q Developer can both generate code and review it too. Pretty handy, right?  ( 4 min )
    Using Loose Equality in JS/TS
    -- Loose Equality allows different kinds to become an equal kind. I've been feeling, blogposts treat loose equality in JavaScript as a kind of black magic because people do not master it. It isn't supposed to be esoteric magic. I am not involved in browser development but I conducted my tests with Firefox and Chrome and I read the MDN pages. You can check the examples. I say, make full potential of Javascript's capabilities, intentionally and knowingly. It can save us from some coding overhead, even when the original definition is sometimes flawed. The loose equality can make code more concise… This means, if you know the types of the operands. Therefore, the loose equality is particularly useful with TypeScript, because it can show you the types of expressions. True, even TypeScript lack…  ( 8 min )
    Deploying and Exposing Go Apps with Kubernetes Ingress, Part 2
    In Part 1, we used Kubernetes Ingress to route traffic to two Go-based microservices based on specific paths. In this second part, we’ll explore advanced Ingress features. In this part, we’ll build and deploy two updated Go-based services (API and Web) in the ~/k8s-learning/ingress/ingress-different-route directory. Unlike Part 1, where services handled specific paths (/api and /web), here both services respond to the root path (/). We’ll use Kubernetes Ingress with a rewrite rule to route /api to the API service and / to the Web service, ensuring clean URL handling. We will build two services using Go: An API service that responds to HTTP GET requests at the root path (/) with a JSON response. A Web service that responds to HTTP GET requests at the root path (/) with an HTML response. The…  ( 8 min )
    Crushing the Command Line: How I Used Amazon Q to Build a Smarter FastAPI Scaffolder
    What I Built I created the FastAPI Scaffolder CLI – a zero-config generator for production-ready FastAPI apps. It solves common pain points: 🕒 Saves over an hour per project setup. 🛡️ Bakes in best practices (async DB pools, retry logic, secure defaults). ☁️ Generates Infrastructure as Code (Terraform/Docker for AWS/Local). With one command, you get: fastapi-scaffold create myapp \ --db=postgresql \ --broker=redis \ --prod=aws This generates a directory with all the files you need to get started, including a Dockerfile, docker-compose.yaml, and Terraform files for AWS deployment. ✅ Simplifies database and configuration setup with auto-generated async SQLAlchemy/Motor integrations. ✅ Production-ready: Includes Terraform, Docker Compose, and monitoring tools. ✅ Flexible and …  ( 6 min )
    [Boost]
    RootMe: Complete CFT Writeup for Try Hack Me Beginners christine ・ Jun 3 '22 #cybersecurity #ctf #tryhackme #tutorial  ( 2 min )
    🐧I made my first Linux tool!
    Hey everyone! What it does: Scans your system for open ports Shows which processes are using them Saves the results in clean text-based reports It’s super lightweight, easy to run, and doesn’t try to be fancy just helpful. GitHub: https://github.com/tthichem/NetTommy I built this to learn more about system tools and Bash scripting. It's nothing huge, but it’s a start, and I’d really love your feedback, ideas, or even a ⭐ if you think it’s cool! Thanks in advance to anyone who checks it out or gives advice — it means a lot.  ( 3 min )
    Part 2: Syncing Normalized PostgreSQL Data to Denormalized ClickHouse Using Airbyte + DBT
    From Transactional Trenches to Analytical Ascent: PostgreSQL to ClickHouse with Airbyte and DBT In Part 1, we delved into the fundamental reasons why shoehorning your PostgreSQL data model directly into ClickHouse is a recipe for analytical sluggishness. We highlighted the contrasting strengths of row-oriented OLTP databases like PostgreSQL and column-oriented OLAP powerhouses like ClickHouse. Now, let's roll up our sleeves and translate that theory into a tangible, real-world solution. In this article, we'll embark on a journey to build a robust data pipeline that seamlessly syncs your normalized Online Transaction Processing (OLTP) data residing in PostgreSQL into a highly performant, denormalized schema optimized for Online Analytical Processing (OLAP) within ClickHouse. Our trusty co…  ( 7 min )
    Create a Spring Boot Application Step by Step: A Practical Guide
    Hello everyone! 👋 Are you curious about Spring Boot and why it's become a go-to framework for backend development? Or maybe you want to start building your first Spring Boot application? 📚✨ In this article, we’ll create our very first Spring Boot application together, step-by-step. I'll walk you through each phase with detailed explanations and screenshots so you can follow along with ease. 🛠️ We’ll cover the following essential topics to help you get started: 📚 What is Spring Boot and Why is it Essential for Backend Development? https://msidaoui.medium.com/getting-started-with-your-first-spring-boot-application-c5b3ad3156d2 https://github.com/sidaouiMohamedamine/employee-management-backend SpringBoot #Java #BackendDevelopment #WebDevelopment #PostgreSQL #JavaProgramming #SpringFramework #RESTAPI  ( 3 min )
    How to Permanently Sort a MySQL Database Table in PHP?
    When working with MySQL databases in PHP, you might run into scenarios where you desire to sort your data permanently. You mentioned trying to use the ALTER TABLE statement along with an ORDER BY clause, but this combination does not provide the desired outcome. In this article, we will guide you through the proper methodology to ensure your database records are sorted permanently and can be retrieved in the desired order. Understanding the Requirements for Sorting Sorting a database table involves arranging the records based on certain criteria—such as alphabetically or numerically—using specific columns. However, the ALTER TABLE command does not utilize the ORDER BY clause for sorting data. Instead, the sorting of records is meant to be performed during data retrieval using the SELECT st…  ( 5 min )
    Trying to Build in Public — But Reddit Keeps Silencing Me
    So this week, I tried to share what I’m building on Reddit. Two posts. Two different subreddits. Both were removed instantly by Reddit’s filters. No explanation. No mod feedback. Just gone. What were the posts about? I’m building a solo project called KindredCircl — a social platform focused on belonging, privacy, and connection. No ads. No rage-bait. No surveillance. Both posts were written thoughtfully. No spam. No “buy this.” Just honesty, tech stack, and a link to a longer write-up on Dev.to. But apparently, Reddit’s automation saw all that and said: nope. Reddit is supposed to be where indie hackers hang out. Where devs build in public. Where creators share early work and get support. But what I’m realizing is: if your post doesn’t match the format the filter expects, or if you use certain words (like support, link, or solo founder), you might just get silenced. Not because of what you said — but because a bot decided you were promotional by default. I’m still building. I’m still sharing. But I’m reminded how important it is to build spaces where authentic effort isn’t treated like spam. KindredCircl is meant to be one of those spaces. And yes — it still exists, even if Reddit didn’t want to hear about it this week. If you’ve had posts removed without explanation, or felt like you’re shouting into the void, I’d love to hear your story too. Let’s be loud for each other — since these platforms clearly won’t do it for us.  ( 3 min )
    Audio Steganography, Faster and Friendlier: My Dive into Spectrogram
    A few days ago, I stumbled across an interesting blog post by Solusipse about hiding images in sound—more specifically, encoding them into the spectrogram of an audio file. It reminded me of old-school tech like dial-up modems and the ZX Spectrum, but with a modern twist. Naturally, I had to try it. Solusipse provides a Python script, spectrology.py, that takes an image and converts it into an audio waveform whose spectrogram visually resembles the image. I cloned the repo, followed the README, and ran the script, hoping for a cool output. But things weren’t so smooth. The script hit an error out of the gate. Can't blame them, the code was over 10 years old 💀. After a not-so-long debugging session, I got it working. It finally produced an audio file containing a hidden image. Success—sort…  ( 4 min )
    What are the Syntax Issues in My SQL Recursive Query?
    As a beginner in SQL, encountering syntax errors can be frustrating, particularly when you're trying to retrieve a set of random rows multiple times from a database. The query you've shared is an attempt to use a Common Table Expression (CTE) with recursion to select rows from the 'transaction_detail' table. However, it appears there are a few syntax issues that need to be addressed. Understanding the Query Structure The objective of your SQL query is to generate a recursive CTE that selects a specific number of rows (in this case, 6) from the 'transaction_detail' table where the 'company_id' matches 12345. In the initial part of the CTE, you're correctly selecting the first row matching the condition. However, there are syntax errors that lead to the error message you've received. Common …  ( 4 min )
    AI Medicine Analyzer – Diagnose Medicines Smarter with Amazon Q
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities I built AI Medicine Analyzer — a web app that simplifies how people understand their medications by letting them ask natural-language questions and get instant AI-powered answers. This project represents an unexpected and innovative use of Amazon Q Developer. While Amazon Q is typically used for improving productivity during development, I used it to rapidly ideate, build, and enhance an AI-powered health tech tool. It’s a practical healthcare utility powered by modern web tech and LLMs, demonstrating that Amazon Q can be a catalyst for meaningful, real-world innovation — even in domains like digital medicine and patient education. 🔗 Live Demo on Netflify You can search any medicine nam…  ( 4 min )
    ❄️ Snowflake: Why Choose It Over Other Databases
    Snowflake is a cloud-based data warehousing platform that has gained significant popularity for its scalability, flexibility, and ease of use. Unlike traditional data warehouses, Snowflake was designed for the cloud from the ground up, allowing organizations to store, process, and analyze massive amounts of data with minimal management overhead. In this article, we'll explore what Snowflake is, why you should consider it over other traditional databases, and highlight some of its unique features like Zero-Copy Cloning, Time Travel and Streaming. Snowflake is a fully-managed data warehouse built for the cloud, offering enterprise-grade data storage, processing, and analytic capabilities. It is designed to handle structured and semi-structured data, allowing organizations to store data in it…  ( 6 min )
    My First Post
    This is my first post. Hello world.  ( 2 min )
    Amazon RDS Unlocked: Your Ultimate Guide to Managed Databases in AWS (2025 Edition)
    Ever been jolted awake by a PagerDuty alert because your self-managed database decided to take an unscheduled vacation? Or spent a weekend patching, upgrading, and resizing database servers instead of, well, anything else? If you've nodded along, you know the operational toil of traditional database management. This is where Amazon Relational Database Service (RDS) steps in, and frankly, it's a game-changer. In today's fast-paced cloud environment, focusing on your application's core logic and innovation is paramount. Managing database infrastructure, while critical, is often undifferentiated heavy lifting. Amazon RDS offloads this burden, allowing you and your team to build faster and sleep better. In this comprehensive guide, I'll dissect Amazon RDS, exploring everything from the fundame…  ( 12 min )
    Laravel 12 API Integration with Sanctum: Step-by-Step Guide
    Installation & Setup Step 1: Install Laravel composer create-project laravel/laravel example-app This command creates a new Laravel project in the example-app directory. Step 2: Install Sanctum php artisan install:api This installs Laravel Sanctum for API authentication. Note: In Laravel 12, you might need to install Sanctum separately with: composer require laravel/sanctum php artisan vendor:publish --provider="Laravel\Sanctum\SanctumServiceProvider" php artisan migrate Step 3: Migration Setup The provided migration file extends the default Laravel user table with additional fields for: <?php use Illuminate\Support\Facades\Schema; use Illuminate\Database\Schema\Blueprint; use Illuminate\Database\Migrations\Migration; return new class extends Migration { /** * Run the migr…  ( 8 min )
    Beginner’s Guide to Prompt Engineering
    Introduction: Welcome to Prompt Land Imagine you're handed a genie that can code, write, and brainstorm anything for you – but with a catch. This genie is very literal. Wish for "a game," and you might end up with a simple tic-tac-toe when you wanted a fantasy RPG. Ask it to "tell me about dogs," and it could ramble aimlessly about canines. To get useful results, you must phrase your wishes just right. In the world of AI, this art of wording your requests is called prompt engineering. But fear not, brave adventurer – prompt engineering isn't as arcane as it sounds. Think of it as giving instructions to a very smart but overly literal friend. If you're clear and specific, you'll get spectacular results; if you're vague, you might get something hilariously off-base. So, how do we craft the…  ( 6 min )
    🚀 Faster EC2 Launches: Amazon EBS Adds Provisioned Rate for Volume Initialization
    Amazon Web Services (AWS) has just announced a powerful enhancement for Amazon Elastic Block Store (EBS): Provisioned Rate for Volume Initialization is now generally available. This new feature allows you to create fully performant EBS volumes from snapshots with predictable initialization speeds, helping you launch EC2 instances faster at scale. It’s a game-changer for high-performance, time-sensitive workloads. 🧠 The Problem (Before This Feature) When launching EC2 instances from EBS snapshots (like AMIs), volumes are lazy-loaded from Amazon S3. That means data is only fetched when accessed for the first time. This causes: Slower disk I/O initially Inconsistent application performance Delays in workload readiness This has long been a pain point, especially for workloads tha…  ( 4 min )
    just got the two year badge, thanks dev.to :)
    A post by Oscar  ( 2 min )
    How to Process Multiple Results Pages in Microsoft Graph API Beta
    Introduction When transitioning from the Microsoft Graph API 1.0 to the Beta version, many developers encounter challenges, particularly with pagination. In this article, we'll explore how to leverage OdataNextLink, the new method for handling multiple results pages when retrieving data, such as users in groups. This guide will provide you with a detailed understanding of how to implement this efficiently in your C# application. Understanding the Pagination in Graph API Beta The Microsoft Graph API Beta introduces significant changes compared to the stable version. One of the most notable changes is the absence of the NextPageRequest property, which previously allowed developers to seamlessly navigate through pages of results. Instead, the Beta version offers OdataNextLink as a string URL …  ( 5 min )
    Public, Private, and Hybrid Cloud: What's the Difference?
    Public Cloud: Advantages: No initial hardware expenses, Easy to scale and quickly set up, Pay-per-use pricing Drawbacks: Less control over infrastructure, Sensitive data security issues could arise from shared resources. Private Cloud: Advantages: Total command and personalisation, improved compliance and security, Perfect for older systems Cons: Expensive setup and upkeep expenses, reduced scalability Hybrid Cloud: Advantages: Adaptability to maximise workloads, Economical scalability, uses the public cloud for less important jobs and private servers for sensitive data. Cons: Difficult to integrate and manage demands, effective security and governance measures.  ( 3 min )
    Keyboard Input In Miniscript
    Introduction Hey fellas, welcome back to the How to MiniScript tutorial series! Yeah yeah, I know—it’s been a while since the last post. Before we jump in, here’s a quick recap of the previous articles in this series: How to render sprite How to render sprite clicks How to load sprite from Web If you're new here, I suggest you check those out first. This post is all about handling keyboard input in Mini Micro. 👉How to render clicks on sprite Normally I love making my own sprites, but today… I took a shortcut. Mini Micro comes with a whole library of built-in sprites! Here’s how to explore the built-in sprite collection: Use this command: findFile Then go to: /sys → /pics → /animals We're using an animal sprite today—because why not? For the background, I actually made something…  ( 4 min )
    New shared objects linker on JavaScript nodejs u all waiting for!!!
    solijs solijs is an npm package that allows you to dynamically link and execute functions from shared object (.so) files directly within your JavaScript projects. It provides a fast, simple, and efficient way to call C/C++ functions without the need for complex build tools like node-gyp. No Complex Build Tools: Link .so files to your Node.js project without needing node-gyp, ffi, or other build tools. Cross-Platform Support: Works on Linux, macOS, and Windows. Easy to Use API: Call C/C++ functions from .so files with minimal code. Fast Execution: Optimized for performance and minimal overhead. To install solijs, use npm or yarn: npm install solijs or yarn add solijs .so File (e.g., libhello.so) First, create a shared object file (.so). For example, write a simple C function that retu…  ( 4 min )
    Making Your React App Feel Instant: A Deep Dive into Route Optimization
    Lazy loading with React Router v7 (Data Mode) = faster initial loads. Async lazy() on your route definitions handles the dynamic imports. Code for each route is chunked and fetched only when navigated to. This results in better perceived performance and less initial JS. Happy users, happy app. import { createBrowserRouter, type RouteObject } from 'react-router-dom'; enum AppRoute { ROOT = '/', HOME = '/', ABOUT = '/about' } export const AppRoutes = { ...AppRoute } as const; const routes: RouteObject[] = [ { path: AppRoute.ROOT, async lazy() { const c = await import('./components/Layout'); return { Component: c.default }; }, children: [ { index: true, async lazy() { const c = await import('./pages/Home'); return { Component: c.default }; } }, { path: AppRoute.ABO…  ( 6 min )
    🖼️ Build & Learn from a Production-Ready Image Compressor in Next.js (With Source Code)
    Hey devs 👋 If you've ever needed to compress or convert images before uploading them — whether to speed up website load time, reduce storage, or improve performance — you’re not alone. That’s why I built a fully functional image compressor and format converter app using Next.js, Tailwind CSS, and EmailJS. Today, I’m sharing how it works, how you can use it or learn from it, and where to get the full source code to build your own version or start selling as a tool. 👉 Try the app here: https://imgcompresser-v1-0.vercel.app/ This is not just a demo — it's a real app with production-ready features. Here's what you can do: ✅ Compress images (JPG, PNG, WebP) ✅ Convert between formats (e.g., PNG → JPG, JPG → WebP, etc.) ✅ Drag & drop or select files ✅ Preview before download ✅ Download converted & compressed output ✅ Get user queries via EmailJS contact form It’s a clean and fast UI with modern styling — responsive and mobile-friendly. Frontend: Next.js 15 Styling: Tailwind CSS Email Handling: EmailJS (for feedback/contact form) Whether you're a dev looking to build tools or just want to practice real-world projects, this app will help you understand: Image compression workflows in the browser File handling and preview generation in React/Next.js Optimizing UX for drag & drop + download flows Using third-party APIs (EmailJS) in a production-safe way You can download the complete project with comments and clean structure from here: 👉 Buy the Source Code + Free Setup Guide Includes: Source code for full app (frontend logic + UI) Step-by-step PDF guide EmailJS setup tutorial License to use for personal or client projects ⚡ Developers building portfolio projects 💼 Freelancers who want to offer SaaS-style tools 🧑‍🏫 Students practicing with real apps 📈 Indie makers launching simple utilities Feel free to reply with questions, ideas, or feature suggestions. If you build something based on this, tag me — I’d love to see it! Let’s keep building useful things together 🚀  ( 4 min )
    AWS ECR with Endpoints - Access Errors
    The AWS Elastic Container Registry (ECR) is a fully managed Docker container registry that makes it easy for developers to share and deploy container based applications. So consider it a safe and scalable repository for Docker container images. In this followup i will point out a few points you should be aware of before using ECR. When we store a image in amazon ECR repository, amazon will store that images at backend using S3 bucket. This S3 bucket is unique for each region. This does not affect our AWS architecture until we make use of AWS endpoints to reach ECR or S3 buckets. 1. When our architecture designed to restrict internet access, We need to create AWS interface endpoint for access ECR and interface/gateway endpoint to access S3 bucket that images are actually saved. If we use a…  ( 4 min )
    Fragment Telegram and TON Blockchain: Revolutionizing Digital Transactions and Communication
    Abstract This post explores how Fragment Telegram and the TON Blockchain have combined to redefine digital transactions and secure communications. We delve into their history, core features, and practical use cases and examine both technical challenges and future trends. By integrating blockchain technology with a popular messaging platform, these innovations pave the way for a decentralized, user-centric ecosystem that prioritizes security, low fees, and financial autonomy. This comprehensive overview utilizes in-depth technical analysis and multiple authoritative sources to help developers, blockchain enthusiasts, and everyday users understand the potential of these groundbreaking platforms. In today’s fast-paced digital era, secure communication coupled with seamless financial transac…  ( 8 min )
    We're Building EComToken — Looking for Devs & Community Support!
    Hey Dev community! We’re currently building EComToken, a custom ERC20 token designed for decentralized, trust-first commerce. Transaction fee engine Merchant whitelisting Blacklist protection Snapshot + pause logic Planned on-chain escrow system We’re at the early stages and looking to grow: Developer contributors Community testers Open-source supporters Auditors or reviewers Anyone excited about secure payments in Web3! If you’re into Solidity, React/Next.js, or want to collaborate on something impactful — we’d love to connect. GitHub repo, token address, and roadmap coming soon! Let’s build together. Drop a comment or DM if you’re interested. web3 #solidity #ethereum #opensource #smartcontracts #ecomtoken  ( 3 min )
    How to Implement OAuth2 Client Credentials Flow in Kotlin
    Introduction Implementing OAuth2 client credentials flow using Spring WebClient and Spring Security can sometimes lead to challenges, especially when debugging errors like a 500 Internal Server Error. In this article, we will explore the details of setting up the OAuth2 client credentials flow in Kotlin. Whether you’re working on a microservices architecture or a standard application, implementing OAuth2 correctly is crucial for secure API access. Understanding OAuth2 Client Credentials Flow The OAuth2 client credentials flow is used when applications need to authenticate to access their infrastructure, such as backend services. Unlike the authorization code flow typically used in user authentication, the client credentials flow does not involve user interaction. It requires just the clien…  ( 5 min )
    Monotone Triangulation. Practical Advice.
    It all started innocently enough. Back in 2009, I just wanted to port Earcut to Flash for a mini-game I was working on. And honestly? It worked — for a while. But over time, I realized that simple solutions tend to fall apart the moment you try to push them to their limits. That’s when I dove into the theory - digging through research papers, YouTube tutorials, and whatever else I could find. One of the most helpful resources was a book by A.V. Skvortsov. Eventually, I landed on the classic approach: decomposing a polygon into monotone pieces. It seemed obvious. And oh - I hit every possible wall while trying to make it work. The first big insight? Replace float with int. That alone got me almost there. But the algorithm was still fragile. Really fragile. Self-intersections, collinear edge…  ( 7 min )
    The only 7 Projects That Makes You Better at Docker
    Docker isn’t just about running containers. It’s about understanding how systems work, why things break, and what to do next. Most tutorials give you commands to copy paste. This guide gives you projects to learn from, backed by theory and real-world context. By the end, I’ll share a secret most Docker experts won’t tell you a way to master it faster. Let’s start. Build a Multi-Container App with Docker Compose Modern apps rely on multiple services (like a web server, API, and database). Docker Compose orchestrates these services, handling networking and dependencies. Without it, you’d manually start each container and connect them a recipe for errors. The Code: # docker-compose.yml version: '3' services: web: image: nginx:alpine ports: - "80:80" …  ( 6 min )
    🚀 Como Configurar o Java 8 no IntelliJ IDEA — Guia Completo com Imagens
    Neste mini guia, compartilho o passo a passo que uso para configurar o Java 8 no IntelliJ, com capturas de tela e dicas para evitar erros comuns. Pré-requisitos IntelliJ IDEA instalado (Community ou Ultimate) Java 8 (JDK 1.8) já baixado e instalado no sistema Projeto Java criado ou em criação Etapa 1: Adicionando a JDK ao IntelliJ Vá em File → Project Structure (ou pressione Ctrl + Alt + Shift + S) Em Platform Settings, clique em SDKs Clique no botão "+" e selecione o diretório da JDK 1.8 Dê um nome claro como Java 1.8 ou JDK 8 Etapa 2: Definindo a JDK no Projeto Ainda na tela de Project Structure, vá em Project Settings > Project Selecione Java 8 no campo Project SDK No campo Project language level, escolha 8 - Lambdas, type annotations, etc. Etapa 3: Validando a Configuração Crie uma classe de teste com: `java Rode o projeto com Shift + F10 e veja se está tudo funcionando normalmente. Veja as imagens passo a passo no guia original com ilustrações detalhadas: https://www.blogdokdsti.com.br/2025/05/configurar-java8-intellij-idea-guia-completo.html Dica extra Conclusão Se curtiu o conteúdo, compartilha com outros devs ou comenta aqui embaixo como foi sua experiência! 👇 https://www.blogdokdsti.com.br/2025/05/configurar-java8-intellij-idea-guia-completo.html  ( 4 min )
    Local PDF Parsing with AWS Textract & Python (Part 1)
    ✍️ Introduction Throughout my experience working with clients from domains like healthcare, insurance, and legal, I often found myself curious about how certain backend document workflows functioned, especially in healthcare. While supporting these systems, I’d often get paged for incidents related to PDF pipelines: upload failures, script errors, or extraction gaps. At that stage, like many in support roles, we’re limited to handling outcomes rather than building or understanding the full solution. Over time, as we gain more experience, build trust, and make people feel confident in our abilities, we gradually get the opportunity to be part of architecture discussions and solution design conversations. But that curiosity about how these pipelines actually work — from PDF upload to raw t…  ( 5 min )
    Building a Reusable Table Component in Angular
    In this tutorial, we'll create a flexible and reusable table component in Angular that supports dynamic columns, data binding, and custom actions. Table will support sorting, filtering and can be extended to support other features. Let's break it down step by step. What will we do in this tutorial? Basic Table Structure without Actions Extend component to support actions Enable component to enable/disable actions based on table data row Extend component to support sorting Before we begin, ensure you have an Angular project set up. If not, follow these commands to create a new Angular project: npm install -g @angular/cli ng new my-app cd my-app ng serve --open Once your Angular application is set up, you’re ready to proceed. Let's start with creating a basic table structure: 1. First, defi…  ( 8 min )
    Exploring GitHub Sponsors: Global Impact and Future Funding Innovations
    Abstract: This post dives into the evolution and global expansion of GitHub Sponsors and its impact on funding open-source projects. We examine its inception, supported countries, technical challenges, and how blockchain innovations and alternative funding models are shaping the future of open source development. From core benefits and practical use cases to potential hurdles and forward-looking trends, this article provides a comprehensive overview for developers, project maintainers, and tech enthusiasts alike. In today's dynamic digital ecosystem, open-source software remains a cornerstone of innovation. Platforms like GitHub Sponsors have revolutionized the way developers and contributors secure financial support. Initially launched in May 2019 within the United States, GitHub Sponsor…  ( 9 min )
    Rust Essentials: How to Set Up Your Development Environment
    In the previous article, we uncovered the power of Rust and explored its fundamental concepts. But theory alone isn’t enough — it’s time to get our hands dirty! In this article, we’ll walk you through setting up your local Rust development environment and writing your very first program. Let’s dive in and bring Rust to life on your machine! Rust offers an exceptional toolchain manager called rustup to simplify your development experience. Pair it with a reliable code editor or an integrated development environment (IDE) for a seamless and efficient coding journey. rustup What is rustup? It’s the official command-line tool for installing and managing Rust versions along with its essential tools, such as rustc, cargo, and documentation. With rustup, keeping your Rust environment up-to-da…  ( 6 min )
    How to Fix 'Line 5 Expecting Identifier' Error in Lua?
    Introduction If you're encountering the error message "Line 5 Expecting Identifier" while attempting to run your Lua obfuscator, you're likely having trouble with how you've structured your code. Understanding the error message can help you fix it and get your obfuscator working correctly. In this article, we'll delve into the root causes of this error, step-by-step solutions, and ways to improve your Lua code for better functionality. Understanding the Error The error you're seeing is due to incorrect syntax in your Lua script. Specifically, this error message suggests that the Lua interpreter has encountered a piece of code it doesn't know how to interpret, often due to misspelled keywords or improper use of operators and functions. In your case, the use of wait() was typed with an upper…  ( 4 min )
    Day 17/ 30 Days of Linux Mastery: Grep Command
    Table of Contents Introduction What is grep? Core grep Commands Real-World Scenario: Using grep Commands Conclusion Let's Connect Welcome back to day 17!. Today, we are talking about a core command in Linux, the grep command. When I think of grep I simply think of a filter. If you have ever needed to search for a word inside a file, filter logs, or analyze output from a command, grep is your go-to tool. Let’s get into it! grep? grep stands for Global Regular Expression Print. It searches for lines in a file or input that match a given pattern and prints them out. You can use it to: Search through config files Analyze logs Combine it with other commands to extract exactly what you need grep Commands Before we list the core grep commands, here is the basic syntax; grep [options]…  ( 4 min )
    Learning Elixir: Named Functions
    Named functions represent the foundational building blocks in Elixir's modular architecture, providing structure, organization, and reusability to your code. Unlike anonymous functions, named functions are defined within modules and can be referenced by their name, making them essential for building maintainable applications. This article explores the fundamentals of defining and using named functions in Elixir. Note: The examples in this article use Elixir 1.18.3. While most operations should work across different versions, some functionality might vary. Introduction Defining Named Functions Function Clauses and Pattern Matching Public vs Private Functions Default Arguments Guards in Functions Documentation and Typespecs Module Attributes Best Practices Conclusion Further Reading Next Ste…  ( 13 min )
    Why You Should Care About the Agent2Agent (A2A) Protocol as a Developer
    AI agents are no longer science fiction. We're moving fast toward a world where intelligent agents assist in everything from customer service and infrastructure orchestration to dev workflows and automated research. These agents aren’t monoliths—they're modular, specialized, and increasingly autonomous. But there’s a problem: Each one is often trapped in its own framework or API, with no standardized way to talk to others. That lack of interoperability is a major blocker to scaling truly useful, distributed AI systems. That’s where the Agent2Agent Protocol (A2A) steps in—and if you're a developer, now is the time to start paying attention. 🧠 What Is the A2A Protocol? It defines a standard interface for task negotiation, capability discovery, status updates, and result delivery between age…  ( 4 min )
    Deploying and Exposing Go Apps with Kubernetes Ingress, Part 1
    Kubernetes is the go-to tool for managing containerized apps. While Services expose apps, they lack advanced traffic control. Ingress fills this gap with features like path-based routing, SSL, and load balancing. In this tutorial, we’ll explore Ingress and build a hands-on project using Go, Docker, and Kubernetes. In Kubernetes, Ingress is an API object that manages external access to services, typically for HTTP/HTTPS traffic. It functions as a reverse proxy, load balancer, and traffic router, defining rules to direct requests to different services based on hostnames, paths, or other HTTP parameters. Unlike Kubernetes Services, which expose applications internally or externally using simple port mappings, Ingress offers a more advanced layer for managing web traffic, making it ideal for m…  ( 8 min )
    سیر تا پیاز قیمت‌گذاری سیم‌کارت 0912 (سیم‌کارت ارزشمند خود را ارزان نفروشید!)
    اگر شما هم یک سیم‌کارت 0912 دارید و به فکر فروش آن افتاده‌اید؛ احتمالا این سؤال برایتان پیش آمده است که چگونه می‌توانید سیم‌کارت ارزشمند خود را به بهترین قیمت بفروشید. ما درک می‌کنیم که این تصمیم ممکن است برای شما کمی چالش ‌برانگیز باشد. به این دلیل که که قیمت‌گذاری صحیح، نقش حیاتی در تضمین سود شما دارد. این مقاله راهنمای جامعی برای شماست تا با مطالعه آن، بهترین توصیه‌ها را برای قیمت‌گذاری سیم‌کارت 0912 و فروش آن به بالاترین قیمت به دست آورید. سیم کارت 0912، یک دارایی ارزشمند و سود آور بررسی عوامل تأثیرگذار بر قیمت‌گذاری سیم‌کارت 0912 کد سیم‌کارت: کد سیم‌کارت، اولین عدد بعد از پیش شماره 0912 است و تأثیر زیادی بر ارزش آن دارد. سیم‌کارت‌های با کدهای پایین‌تر (مانند کد 1، 2 و 3) معمولا ارزش بیش‌تری دارند؛ زیرا نشان‌ دهنده قدیمی‌تر بودن سیم‌کارت و اعتبار بیش‌تر آن هستند. در مقابل، سیم‌کارت‌های…  ( 7 min )
    Java
    A post by Sumit Kumar  ( 2 min )
    What makes you a programmer?
    If you think about it, it is a very difficult question. What makes someone a programmer? Is there some kind of specific thing you should know or do in your day-to-day life to be called a programmer? Are you a programmer if you know a specific programming language or two, and to what extent? When you learn how to code, when is the line after which you start to call yourself a programmer? Do you need all these tools, terminals and IDE’s to be a programmer? How many projects should you finish before you can put this badge on yourself? Do you really need to know how to solve Leetcode problems or how to proceed with system design and algorithms? I can’t find the answers to all these questions, to be honest. It seems like everyone treats this term in their own way, it means different things to d…  ( 4 min )
    How to Migrate Oracle Flyway Scripts for H2 Database
    Introduction When working with multiple database systems, such as Oracle and H2, developers often face challenges during migrations. This article tackles a common issue: migrating Oracle Flyway scripts that contain database-specific syntax, such as PCTFREE and PCTUSED, which H2 does not recognize. Understanding how to handle this situation can streamline your testing and deployment processes. Why does the Issue Happen? Using Oracle-specific syntax in Flyway migration scripts can lead to errors when executing these scripts against an H2 database. The H2 in-memory database is often set to operate in compatibility mode using a JDBC URL like jdbc:h2:mem:testdb;MODE=Oracle. However, this only covers certain features and does not support all Oracle extensions or syntax. The statements PCTFREE an…  ( 5 min )
    The Downsides of Apache License 2.0 & Why to Consider Alternatives Like OCTL
    Abstract: This post delves into the challenges faced by developers when using Apache License 2.0, including GPL incompatibilities, onerous documentation, and legal pitfalls in patent clauses and contributor license agreements. We explore the benefits of the emerging Open Compensation Token License (OCTL) as an innovative alternative that leverages blockchain technology and NFTs to create a fairer, automated open-source ecosystem. Through a detailed background, comparison table, bullet lists, and practical examples, this article provides a comprehensive look at how OCTL addresses the downsides of Apache License 2.0 and paves the way for sustainable open-source development. If you have ever dug into the nitty-gritty of open-source licenses, you probably know that not all licenses are create…  ( 8 min )
    How does a Leadership and Motivation Plan help in managing teams?
    A Leadership and Motivation Plan is a comprehensive strategy designed to help leaders effectively manage their teams by inspiring, guiding, and supporting them. This type of plan integrates leadership techniques with motivation principles to create a workplace environment where individuals are engaged, productive, and committed to the organization’s goals. When implemented correctly, it leads to improved team performance, enhanced morale, and stronger employee retention. A Leadership and Motivation Plan serves as a roadmap that outlines how leaders should communicate expectations, build trust, and encourage consistent performance from their teams. It provides a structured approach for leaders to cultivate a positive work culture, align team goals with organizational objectives, and ensure…  ( 4 min )
    🕸️ Web Dev Demystified: From HTML He**ck** to AI Magic (No, Really!)
    Hey Dev.to! Last time I ranted here, it was about 🧠 AI, Neural Networks & CNNs. You all seemed to appreciate cutting through the noise. And today? We're diving headfirst into Web Development. If terms like HTML, CSS, JS, MERN, React, Next.js, frameworks, and libraries make your head spin, you're in the right place. We're going to unpack it all, clearly and simply. No jargon-filled detours. Ready to make sense of the web dev landscape? Let's go! 🚀 Think of building a website like building a house. These three are your non-negotiables: HTML (HyperText Markup Language): The Skeleton 🦴 What it is: The structure. HTML tells the browser what content is: "This is a heading," "This is a paragraph," "Here's an image." It's the blueprint defining rooms and doorways. Why it matters: Every webs…  ( 6 min )
    A Mathematical World based retro game built entirely by AI #AIDLC
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! I built a mathematics inspired retro game based solely on text and ascii art. This game revolves around a student who accidentally stumbles to the world of mathematics and how he survives the world. https://preview-cfbdcc21--equation-quest-saga.lovable.app/ https://github.com/Master5401/equation-quest-saga I used Amazon Q to constantly refine and factor the code. Each time it gives a demo I refactor it and make each iteration more better than the last one. By this way I used AIDLC methods to completely develop my game using AI.  ( 3 min )
    ⚔️ The Status Rebellion: An Epic Game About HTTP Codes
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! I created a game using HTML, CSS, and JavaScript called The Status Rebellion, with the goal of teaching HTTP status codes in a fun, interactive, and visual way. The player must drag cards representing each status into a central trap, where unique effects are triggered based on the meaning of each code. During the game, players can test their knowledge with 14 examples of HTTP codes, having only 3 lives — or, if they prefer, they can skip a card and move on to the next. The game features a retro look, soundtrack, animations, and simple mechanics that make learning more engaging. To complement the project, I created a video that tells the story behind the game and shows how tools like Amazon Q …  ( 4 min )
    From Developer to AWS Solutions Architect: Bridging the Skills Gap
    Before diving into training, it’s essential to know what the Solutions Architect does day-to-day: Requirements Gathering High-Level Design Proof of Concept & Prototyping Cost Optimization Governance & Security Documentation & Communication 2. Mapping Developer Skills to Architect Competencies a. Coding & Scripting → Infrastructure as Code Action: Start by converting a simple “Hello World” Lambda function into a CloudFormation template. Use AWS CDK in your preferred language to define an S3 bucket and a Lambda trigger. b. Application Architecture → Distributed System Design Action: Study patterns like fan-out/fan-in with SNS and SQS, event sourcing with DynamoDB streams, and API composition using API Gateway and Lambda. Prototype a simple serverless web app: React fr…  ( 5 min )
    Introducing QitOps: A Unified CLI for API, Performance, and Security Testing
    What is QitOps? QitOps is a command-line tool for software testing — built to unify API, performance, security, and web testing workflows into a single, Rust-powered CLI. If you've ever juggled Postman collections, k6 scripts, custom curl chains, or browser test wrappers, QitOps is meant to replace that chaos with a clean, structured, extensible CLI. As someone who’s worked in QA and dev automation for nearly two decades, I’ve seen the testing ecosystem get increasingly fragmented. We use one tool for APIs, another for performance, yet another for security... then we stitch them together with shell scripts and cross our fingers. I wanted a tool that: Runs everywhere (local, CI, offline) Has zero GUI dependency Uses JSON/YAML for clean, repeatable test configs Works for QA engineers and D…  ( 4 min )
    Sustainable Funding for Open Source: Navigating Challenges and Emerging Innovations
    Abstract This post explores the critical issue of sustainable funding for open source projects. We dive into historical challenges, innovative funding strategies, and future trends that aim to support the collaborative spirit of open source development. Using examples from corporate sponsorships, non-profit foundations, crowdfunding methods, subscription models, government grants, and commercialization, the article provides a comprehensive view of how these diverse approaches are reshaping the OSS ecosystem. We also include practical tools, tables, and bullet lists to make the discussion accessible for developers, business leaders, and technical enthusiasts. Links to authoritative sources such as GitHub Sponsors, Apache Software Foundation, and various community-driven insights underscor…  ( 9 min )
    Python for Data Science Cheatsheet
    Pandas is a panda package for data manipulation and visualization. Pandas is built ontop of Numpy and Matlplotlib(data visualization). In pandas, data analysis is done on rectangular data which is represented as dataframes, in SQL they are referred to as tables. Returns first few rows of the dataframe print(alcohol_df.head()) To get the names of columns, and their data types and if they contain missing values print(alcohol_df.info()) To get the number of rows and columns of the datframe displayed as a tuple. This is an attribute, not a method. print(alcohol_df.shape) To get the summary statistics of the dataframe; print(alcohol_df.describe()) To get the values in a 2D NumPy array print(alcohol_df.values) To get the column names print(alcohol_df.columns) To get row numbers/row names print(alcohol_df.index) Change order of the rows by sorting them using a particular column. This automatically sorts be ascending order, from smallest to the largest. sorted_drinks = alcohol_df.sort_values("region") print(sorted_drinks) To sort by descending order sorted_drinks = alcohol_df.sort_values("region", ascending=False) print(sorted_drinks) Sort my multiple variables by passing a list to the method sorted_drinks = alcohol_df.sort_values(["region", "year"], ascending=[True, False]) print(sorted_drinks) Subset columns to only see the data in a particular column print(alcohol_df["region"]) To subset multiple columns to only see the data in the particular columns print(alcohol_df[["region", "year"]]) 2. Aggregating Data 3. Slicing and Indexing Data 4. Creating and Visualizing data  ( 3 min )
    What Learning to Code Taught Me About Life (That Therapy Didn’t)
    I didn’t expect learning to code to feel like therapy. I remember the first time I started learning how to code. I was 17 years old, wide-eyed and full of curiosity. I remember watching Corey Schafer’s Python playlist over and over again like it was a sacred text. Here’s the link if you wanna check it out. Doesn’t it say a lot about life, that I went from a 17-year-old kid who had never even touched code, to a full-on software engineering undergraduate, cybersecurity engineer, and freelancer in both fields? But it doesn’t end here. Not even close. In fact, I feel like I’m just getting started. Because the tech world never stands still, and neither will I. Because this path I’m on? It’s not a sprint. It’s not a straight line. It’s a lifelong climb, and the summit keeps moving. So no, this isn’t the end. Join me on this path. 📬 Subscribe for more at: azizontech  ( 5 min )
    Agents Autonomes pour la Surveillance Web en Temps Réel
    This is a submission for the Bright Data AI Web Access Hackathon What I Built Demo How I Used Bright Data's Infrastructure Performance Improvements  ( 2 min )
    From Paperwork to Performance: Why HR Systems Matter More Than Ever
    Managing employees used to mean piles of paperwork, manual files, and hours spent on tracking attendance, payroll, and hiring. For many growing businesses, this old way of working still causes delays, mistakes, and frustration. In today’s fast-moving world, outdated HR methods just don’t work anymore. That’s where a Human Resource Management System (HRMS) comes in. It’s not just software—it’s a smarter way to manage your people. From storing employee records to automating payroll and tracking performance, an HRMS takes care of routine tasks so your HR team can focus on real results. In 2025, businesses are not just looking to manage their workforce—they want to improve productivity, support employee growth, and make better decisions. An HRMS helps you do exactly that. Whether you have 10 e…  ( 11 min )
    "Retro Revival: Coding the 90s with Amazon Q Developer
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! A retro-style graphical demo (or app) featuring: A bouncing sprite Waveform visualizer synced to music A rotating starfield effect Interactive controls (keyboard input for color/audio changes) demo video link refer :- https://github.com/24nivetha/-the-Amazon-Q-Developer-Quack-the-Code-Challenge-/blob/main/Code%20Your%20Own%20Retro%20Fun!-VEED%20(1)%20(1).mp4 https://github.com/24nivetha/-the-Amazon-Q-Developer-Quack-the-Code-Challenge-/blob/main/amazon%20q%20code%20challenge.py I started with a rough idea: I wanted to create a 90s-inspired graphical demo with starfields, sprite animations, and music sync. Instead of Googling for hours or digging through Stack Overflow, I described each element to Amazon Q Developer in plain English — like:"Generate a Python function that simulates a rotating starfield using trigonometry." Amazon Q immediately gave me usable code with clear structure. That let me prototype fast without losing creative momentum. "Generate a Python function that simulates a rotating starfield using trigonometry." Amazon Q immediately gave me usable code with clear structure. That let me prototype fast without losing creative momentum.  ( 3 min )
    How to Use Shared Memory in Golang with C Interface?
    Introduction When developing applications in Golang, especially for high-performance scenarios requiring Inter-Process Communication (IPC), the challenge of efficiently passing large data can arise. In your case, the need to interact with an existing application (App A) using shared memory to process vast amounts of data leads us to explore how we can safely and efficiently implement this in Golang. This article will explain the intricacies of utilizing shared memory with Golang, addressing the potential pitfalls of using C interfaces, and how to resolve them. Understanding Shared Memory IPC Shared memory is an IPC method where multiple applications can access the same segment of memory. Unlike other IPC methods, such as pipes or message queues, shared memory allows for faster communicatio…  ( 5 min )
    Understanding Constructor Functions
    A constructor function is a special type of function used to create and initialize objects in programming, particularly in object-oriented languages like JavaScript. Think of it as a blueprint or factory for making many similar objects. Imagine you're managing a car manufacturing company. Every car you build shares the same structure—engine, wheels, color, and brand—but each one has its own values. Instead of manually building each car from scratch, you use a car-making machine (constructor function). You input values like color, brand, and engine size, and the machine builds the car for you. function Car(brand, color, engineSize) { this.brand = brand; this.color = color; this.engineSize = engineSize; } This is the constructor function. To create a car: let car1 = new Car("Toyota", …  ( 4 min )
    Sustainable Funding for Open Source: Securing the Future of Collaboration
    Abstract: Open source software forms the technological backbone of today’s digital world. However, funding its development and maintenance poses unique challenges. This blog post explores the background, models, and future outlook for sustainable funding in open source. We explain approaches such as corporate sponsorship, non-profit foundations, crowdfunding, subscription models, government grants, and commercialization. In addition to examining practical use cases and challenges, we take a deep dive into emerging technologies like blockchain as innovative paths for stable open source funding. This article is enriched with tables, bullet lists, and curated backlinks to further reading from authoritative sources. Open source software (OSS) empowers innovation by allowing developers from …  ( 8 min )
    Building A Secure AI App Store: The Future of Privacy and Innovation
    In a world where technology is advancing rapidly, the need for a secure AI App Store is more pressing than ever. This concept aims to create a safe environment for users while allowing developers to innovate freely. Here’s what you need to know about this exciting opportunity. User Data Protection: Control over personal data is essential. Shared Memory: A unified space for personal details and preferences. App Discovery: A vetted platform for finding reliable AI apps. Developer Support: Simple APIs for easier app development. Payment Solutions: Streamlined payment processes for users. The first priority of this new AI App Store is to protect user data. Users should have control over what information apps can access. This includes sensitive data like calendars, files, and browsing…  ( 4 min )
    Rust or Zig: The Battle for the Future of Systems Programming
    In today's rapidly changing programming world, Rust and Zig are the hottest topics. Both modern, low-level programming languages exist mainly to address shortcomings in older systems programming languages like C and C++. But which one would you choose to learn in 2025? Is Zig a competitor to Rust, or does it remain the reigning champion? We will discuss their pros and cons and their best use cases. The Rise of a New Competitor But now, there comes a new competitor: Zig. Lightweight and flexible, it's not going unrecognized by the low-level developers with its focus on manual memory management, compile-time safety, and minimal run-time overhead. With this adoption trend, that question arises among many of how true this is: ''Is Zig a real competitor to Rust?'' Hence, in the following article, we shall compare Rust and Zig, note significant differences, and possibly help you decide on which of the two you are planning to learn in 2025. Why is Rust So Popular? 1. Memory Safety Without a Garbage Collector 2. Fearless Concurrency 3. Performance on a Par With C and C++ Rust provides zero-cost abstractions that allow a high level of expressiveness in writing programs while incurring little or no run-time overhead. In many cases, Rust is as fast as or faster than C/C++. 4. A Thriving Ecosystem and Strong Tooling Rust Uses and Applications For massively scalable applications, Rust fits the bill. The flip side of such scalability would certainly be a lot of complexity, and this is where Zig fills the void. The Minimalist Challenger: Zig Unlike Rust's expensive and stringent powers with sections for systems programming, Zig is strictly minimalist and performance-optimized with no specific automated memory management. Read more....  ( 4 min )
    Two Worlds, One Goal: Creating Balance.
    Now this... this is where the real battle began. On one side, Blockchain Development — a world of code, decentralization, and smart contracts. Forex Trading — candles, charts, patterns, and pips. So where do I go from here? At first, it was chaos. I’d be deep in writing a smart contract in Solidity, then moments later, I’d find myself back on TradingView, analyzing XAU/USD like my life depended on it. My mind was constantly bouncing between gas fees and candlesticks. I knew something had to give — this back-and-forth was draining my focus, and if I kept going like that, I’d end up mastering neither. So I paused. “How do I fix this?” After some much-needed clarity, I narrowed it down to three options: Quit trading and go all-in on tech. Quit tech and go all-in on trading. Find a way to make…  ( 4 min )
    5 Killer Habits: Be A Rebel- A Manifesto for the Modern Maverick
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    Building Legal AI Tools: Challenges Developers Need to Know Before Writing a Single Line of Code
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    In today’s fast-paced digital world, the word computer is practically everywhere. From schools and offices to entertainment and healthcare, computers have become essential tools in our daily lives. But what exactly is a computer? How does it work? And why is it often called a “digital brain”? If you’ve ever asked yourself these questions, you’re in the right place. At Tpoint Tech, we believe that understanding technology is the first step toward using it effectively. In this guide, we’ll break down the core components of a computer, explain how it functions, and help you see why this machine is such a vital part of modern life. At its core, a computer is an electronic device that processes data and performs tasks based on a set of instructions, called a program. Unlike humans, who use brai…  ( 5 min )
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    Ship Faster: 64 Notion Templates for Next Startup Goals
    🎁 Exclusive Side Hustle Starter Kits (Grab These Now) Before you get into today’s article, here are two powerful resources to help you launch or level up your side hustle: 🎁 🚀 8 Side Hustle Blueprint Kits – $95 Value for $69! (Save 27% Today) 🎁 🚀 15 Side Hustle Kits for $69 (Was $150) – Save 54%! 👉 Perfect if you’re building a business on the side and need clear, actionable blueprints to shortcut the learning curve. And the Ultimate Vault - 🔥 113 Dev Products, 1 Download: Everything You Need to Learn, Build, and Launch Projects That Sell — Only 50 Downloads available. Made by: Notion Website: https://www.notion.com/templates/notions-annual-planning Made by: Buffer Website: https://www.notion.com/templates/buffer-okrs Made by: Notion Website: https://www.noti…  ( 13 min )
    uniapp开发HarmonyOS NEXT应用之项目结构详细解读
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    Why conceptual skills belong on your resume in 2025 (and how to showcase them)
    🚀 Whether you're a developer, product manager, or tech lead—conceptual skills are quickly becoming essential across the board. They're no longer just for C-suite roles. In today’s evolving tech ecosystem, employers are not just hiring coders. They’re hiring thinkers—people who can: Connect the dots between problems and innovation Make strategic decisions under uncertainty Lead with vision, not just execution Conceptual skills refer to the ability to understand abstract ideas, identify patterns, and think strategically. These skills allow you to approach problems from a high-level perspective and innovate beyond your job description. In tech, this translates to things like: System-level thinking Product roadmap alignment Anticipating business and user needs Strategic thinking: Proposing long-term solutions that scale with user growth Problem solving: Identifying bottlenecks in dev workflows before they cause downtime Innovation: Building tools that solve not only today’s but tomorrow’s challenges In 2025 and beyond, job roles are evolving faster than ever. What sets candidates apart isn’t just technical skill—but how they think. “The best developers are those who can see beyond the code.” — Anonymous Tech Recruiter That’s why resumes showcasing conceptual skills often land on the top of the pile. ✅ Use outcome-based bullet points ✅ Highlight cross-functional thinking ✅ Show how your decisions impacted the bigger picture We’ve published a deep dive into the top conceptual skills for 2025, complete with examples and formatting tips, on InstaResume.io. 👉 Read the full blog here for more insights: [https://instaresume.io/blog/what-are-conceptual-skills) If you're updating your resume soon, don't miss this guide—it’s designed to help your resume not just get seen, but get remembered. Tags: #careerdevelopment #resumetips #softskills #techcareer #leadership #jobsearch #instaresume  ( 3 min )
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    Building MarkdownResume.app: My Journey Creating an Open Source Tool for Job Seekers
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    Secure by design in Python: A FastAPI app with 5 DevSecOps tools and a real time SSTI vulnerability remediation
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    🔥 9 - 🛠️ Building a Laravel Admin Panel – Custom Views, Routes & Layout Setup 🚀📁
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    Project made with latest Angular 19 features
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    How to Implement Instance Counters with Class-Level Variables in Ruby?
    Understanding Instance Counters in Ruby In the world of object-oriented programming in Ruby, ensuring that each class maintains its own instance counter is a common requirement. This article explores how to implement instance counters for classes in Ruby using class-level instance variables, as opposed to class variables which are shared among all subclasses. We will tackle the problem of accessing these counters while keeping their setters private, ensuring that they cannot be modified from outside the class hierarchy. Why Use Class-Level Instance Variables? Using class-level instance variables (like @instance_count) allows different layers of a class hierarchy to maintain their own counters. This avoids the pitfalls of class variables (denoted by @@), which are shared across all instance…  ( 4 min )
    ◼️1/100 Block-by-Block: Learning Resources
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    Why UI/UX Matters More Than Ever in 2025
    We’re in 2025. Technology is smarter. Users are sharper. Attention spans? Shorter than ever. And yet, businesses still treat UI/UX as an afterthought. Here’s the truth: The experience you create is your product. Period. No matter how great your code is, if users can’t navigate your site or app effortlessly, they’re gone. Let’s dig into why UI/UX is no longer optional—and how you can use it to stay ahead. That means you have less than the blink of an eye to grab attention. 🔥 Quick Tip: Use bold typography, clear hierarchy, and contrasting CTAs to visually guide users in their first few seconds. With over 70% of global traffic coming from mobile, your interface must be touch-friendly, responsive, and intuitive. 🧠 Resource: Responsive Web Design Basics by Google 📱 Design for thumbs. Think…  ( 5 min )
    How to Learn CSS: A Beginner’s Tutorial with Practical Tips
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    Demystifying AI: A No-Nonsense Guide for Developers
    AI is everywhere—ChatGPT, GitHub Copilot, MidJourney—but what does it actually mean for developers? Let’s cut through the hype and break it down in a way that won’t make your brain melt. 🤖 AI ≠ Magic (It’s Just Math) Neural Networks (fancy curve-fitting) Transformers (attention mechanisms, not the robots) LLMs (Large Language Models) (autocomplete, but smarter) If you’ve ever trained a model, you know it’s mostly: python …and then waiting while your GPU cries. 💡 How Can You Use AI Right Now? Automate Repetitive Tasks – Use AI to generate docs, write tests, or even debug. Build AI-Powered Features – Add chatbots, recommendation engines, or image recognition. 🚀 The Future? AI + Devs = Superpower 🔥 Actionable Takeaway Try fine-tuning a small model (even on Colab). Don’t fear AI—use it. What’s your favorite AI tool for coding? Drop it below! 👇 AI #MachineLearning #Developer #Programming #Tech  ( 3 min )
    DocQA: Japanese Document Question Answering Dataset for Generative Language Models
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    How to Manage Flutter Versions with FVM for Older Projects?
    Managing multiple Flutter versions across different projects can be challenging, especially if you need to maintain older codebases. Using Flutter Version Management (FVM) is the best way to ensure that each project runs on the exact version of Flutter it was developed with. In this article, we’ll explore how to automate the version matching process when using FVM, ensuring your older projects work smoothly. Understanding Why Version Match is Important When working on older Flutter projects, it’s crucial to match the Flutter version specified in the project’s pubspec.yaml file. Flutter’s SDK is continually evolving, which means that code developed with older versions may not work correctly with the latest releases. This situation can lead to issues such as missing dependencies, deprecated …  ( 5 min )
    Source Filmmaker for Programmers: Tips to Maximize Efficiency
    programmers and developers can also leverage SFM to create automated workflows, streamline asset management, and optimize rendering processes. This article will guide you through using SFM as a programmer, with tips to maximize efficiency. SFM offers more than just animation capabilities. For programmers, the tool becomes a playground for automation, scripting, and even integrating game assets. Understanding the potential of SFM from a coding perspective can significantly boost productivity and reduce manual workload. Scripted Animation: Automate repetitive animation tasks. Custom Tools: Develop plugins for specific workflow needs. Data Integration: Use scripts to incorporate game data directly into animations. One of the most significant ways to enhance efficiency in SFM is through script…  ( 4 min )
    🧠🥷Docker MCP Toolkit and Dokcer MCP Catalog (How to use MCP secure and easy (Cline and Cursor))🛡️
    Intro Hello! I'm Ninja Web Developer. Hi-Yah!🥷 I have been studying MCP lately. Tool Poisoning Attacks when using MCP.↓ https://invariantlabs.ai/blog/mcp-security-notification-tool-poisoning-attacks Docker is a good way to solve these problem.↓ 🧠🥷MCP Security (choose safe MCP and check MCP safety)🛡️ On May 5, Docker announced that they released Docker MCP Toolkit and Docker MCP Catalog (Beta) to support MCP!🎉↓ https://www.docker.com/blog/announcing-docker-mcp-catalog-and-toolkit-beta/ Explaining in short, you can discover MCP server by using Docker MCP Catalog. Docker MCP Toolkit. Cursor, VSCode, Windsurf, continue.dev, and Goose with a one-click. Took Poisoning and Tool Rug Pulls. This is the official document of Docker MCP Catalog and Docker MCP Toolkit.↓ https://docs.docker.com/ai/mcp-catalog-and-toolkit/ https://docs.docker.com/ai/mcp-catalog-and-toolkit/catalog/ https://docs.docker.com/ai/mcp-catalog-and-toolkit/toolkit/ Cursor, just push the "Connet" button of Cursor.↓ Cline, set the cline_mcp_setting.json as follows. { "mcpServers": { "MCP_DOCKER": { "command": "docker", "args": [ "run", "-i", "--rm", "alpine/socat", "STDIO", "TCP:host.docker.internal:8811" ] } } } →Hooray! Ready to use MCP!🎉 By using Docker MCP Toolkit and Docker MCP Catalog we can use MCP safer and easier. I hope you will learn something from this post. Thank you for reading. Happy AI coding!🤖 Hi-Yah!🥷  ( 4 min )
    POS Testing Explained: Ensuring Reliability in Retail Transactions
    POS testing involves testing the POS application to ensure it’s ready for market use. The testing environment mimics the real-world retail scenario, and the tester will take the POS system through multiple use cases to see how it holds up to day-to-day usage. Typically, POS software testing takes place at two levels—how it runs transactions at the front end and how the systems work at the enterprise back end. There are three main parts in a POS system architecture: POS terminal: This is the place from which the POS system runs all its functions. Server: This stores all information about the retail unit, including inventory details, product prices, applicable discounts, and more. Any query generated at the main terminal gets transmitted to the server. Processing unit: This processes the req…  ( 7 min )
    What Is the Event Handling Model in Actionscript in 2025?
    Event handling is a crucial component in programming languages, enabling developers to create interactive applications that respond to user input or other events. This article delves into the event handling model in ActionScript as it stands in 2025, providing you with an overview of its fundamentals, updates, and best practices to ensure you make the most out of this dynamic scripting language. ActionScript is a programming language used primarily for developing rich internet applications and animations on the Adobe Flash platform. Over the years, it has evolved to accommodate the growing needs of multimedia developers. Despite the decline in Flash usage, ActionScript remains relevant for niche applications, including enhancements in programs like Adobe Photoshop. In 2025, ActionScript's …  ( 4 min )
    AI in Linux: Powering the Future from the Command Line
    Table of Contents Why Linux and AI Make a Perfect Match Popular AI Tools and Frameworks on Linux Getting Started: Setting Up Your AI Environment Real-Life Cases: How AI Is Used on Linux Tips for Running AI Workloads Smoothly Wrapping Up If you’re into AI, you’ve probably noticed that Linux is the platform of choice for data scientists, researchers, and developers. Why? Because Linux gives you full control, stability, and access to the latest open-source tools. Plus, most AI frameworks are built with Linux in mind, so you get better performance and fewer headaches. Linux is basically the playground for AI experimentation. Here are some of the big hitters: TensorFlow & PyTorch: The go-to frameworks for deep learning, both run natively and efficiently on Linux scikit-learn: Perf…  ( 4 min )
    10 Git Commands Every DevOps Engineer Should Know – Essential Tips & Pro Tricks
    Git is the backbone of modern software development, and for DevOps engineers, mastering it is non-negotiable. It ensures seamless collaboration, version control, and continuous delivery. Whether you’re deploying code, managing infrastructure as code, or troubleshooting builds, knowing these 10 essential Git commands will supercharge your DevOps workflow. 1. git init – Start a New Repository Every Git journey starts here. This command initializes a new Git repository in your current directory. It's useful when you're creating a new project locally. git init Tip: Combine this with git remote add origin to link to a remote repo. 2. git clone – Copy an Existing Repo This command downloads a remote repository to your local machine. git clone https://github.com/your/repo.git Pro Tric…  ( 5 min )
    Connecting Claude Tools to Hashnode using MCP Server
    Introduction In the rapidly evolving landscape of AI tools and integrations, the ability to extend AI capabilities through custom interfaces has become increasingly valuable. Today, I'm excited to share a project I've been working on: the Hashnode MCP Server. This tool bridges the gap between AI assistants and the Hashnode blogging platform, enabling seamless content creation, management, and retrieval directly through AI interactions. In this article, I'll walk you through what the Model Context Protocol (MCP) is, how my Hashnode MCP server works, and how you can set it up to enhance your own content workflow. Demo First? (😁) Create Article: Update Article The Model Context Protocol (MCP) is a framework that allows AI models to interact with external tools and data sources.…  ( 9 min )
    How to Fix 'flutter_launcher_icons' Not Finding Image Paths?
    Introduction If you are facing issues with the flutter_launcher_icons package not finding the specified image in your pubspec.yaml file, you're not alone. Many Flutter developers encounter similar problems while configuring launcher icons. The error might stem from incorrect paths or other configuration issues. This guide aims to help you understand why this issue occurs and how to resolve it effectively. Understanding the Issue The error you're experiencing, specifically the PathNotFoundException, indicates that the flutter_launcher_icons package is unable to locate the image file you're trying to reference. According to your logs, it seems to be looking for the file at 'assets/icon/icon.png', which is not defined anywhere in your configuration. This situation can arise due to several rea…  ( 4 min )
    Exploring Compile-Time Programming in Zig: Practical Examples and Use Cases
    One of Zig’s most powerful features is its ability to run code at compile time. This enables code generation, validation, and optimizations that would be much harder (or impossible) in many other languages. In this tutorial, we’ll walk through practical examples of Zig's compile-time programming and how you can use it effectively. You can run code at compile time using comptime: const std = @import("std"); const num = comptime calculate(); fn calculate() usize { std.debug.print("Evaluating at compile time\n", .{}); return 42; } Here, calculate() is run at compile time, and num becomes a constant value. comptime Parameters Zig lets you write generic functions and types using comptime parameters: fn identity(comptime T: type, value: T) T { return value; } const result = ide…  ( 4 min )
    Understanding `build.zig`: A Practical Introduction to Zig's Build System
    Zig’s build system might look unfamiliar at first, but it's actually one of its greatest strengths. By using Zig itself as the configuration language, build.zig gives you full programmatic control over compiling, linking, testing, and more — without external tools or DSLs. build.zig? Every Zig project with multiple files or custom build steps uses a build.zig script. This script defines how to build your application using Zig's std.Build API. build.zig Example Here’s a simple build script for a Zig executable: const std = @import("std"); pub fn build(b: *std.Build) void { const target = b.standardTargetOptions(.{}); const mode = b.standardReleaseOptions(); const exe = b.addExecutable(.{ .name = "hello", .root_source_file = .{ .path = "src/main.zig" }, …  ( 4 min )
    How to Store Data in a Dart Class Using Maps Correctly?
    Introduction If you're new to Dart and want to manage data efficiently, using a class to store instances in a map is a great approach. In your case, you're trying to maintain a persistent map that holds instances of myCar, but you're encountering an issue where the map is reset every time addInfoToMap() is called. Let's explore why this is happening and how to fix it. Why is myMapOfCars Being Reinitialized? The main reason myMapOfCars is reinitialized each time is that it's defined as an instance variable (implicitly associated with each instance of the myCar class) rather than as a static variable that belongs to the class itself. Each time you create a new instance of myCar, a new myMapOfCars is created, which is why it appears empty when you call addInfoToMap(). Solution to Persist Data…  ( 4 min )
    Empowering Agentic AI: The Symbiotic Power of Microsoft Fabric and Azure AI Foundry
    The era of Artificial Intelligence is no longer just about predictive models or chatbots that follow rigid scripts. We're rapidly moving towards Agentic AI – intelligent systems capable of autonomous reasoning, planning, tool usage, and learning to achieve complex goals. These aren't just algorithms; they are digital collaborators, problem-solvers, and innovators. But building robust, scalable, and truly agentic AI systems is a monumental task. It requires a seamless interplay between vast amounts of data, powerful foundational models, sophisticated orchestration, and rigorous MLOps practices. This is where the groundbreaking integration of Microsoft Fabric and Azure AI Foundry steps in, offering a unified and potent platform to bring agentic AI visions to life. As highlighted in Microsoft…  ( 8 min )
    A Beginner's Guide to Enums and Error Sets in Zig
    Enums and error sets in Zig offer powerful ways to model states and failures with clarity and precision. In this tutorial, we’ll cover the basics, then walk through real-world uses of both types — and how they play nicely together. Enums let you define a type with named values: const Direction = enum { North, South, East, West, }; You use them like this: const dir = Direction.North; Zig will guarantee at compile time that dir is one of the defined directions. Zig encourages exhaustive switching — the compiler checks for missing cases: switch (dir) { Direction.North => std.debug.print("Going up\n", .{}), Direction.South => std.debug.print("Going down\n", .{}), Direction.East => std.debug.print("Going right\n", .{}), Direction.West => std.debug.p…  ( 4 min )
    LWR in Machine Learning
    LWR in Machine Learning Mathematical theorem and predicting credit card spending with Locally Weighted Regression (LWR) We’ll explore Locally Weighted Regression in this chapter. Locally Weighted Regression (LWR) is a non-parametric regression technique that fits a linear regression model to a dataset by weighting neighboring data points more heavily. As LWR learns a local set of parameters for each prediction, LWR can capture non-linear relationships in the data. LWR approx. non-linear function. Image source: Research Gate Key Differences from Linear Regression: LWR has advantages in approximating non-linear function by using local neighborhood to the query point. Yet, it is not the best for addressing larger dataset due to its computational cost, or high-dimensional cost fu…  ( 7 min )
    I built a macOS batch file renamer for devs – here’s why
    There are a lot of apps available for batch renaming files, but all of them have very complicated interfaces that have some learning curve. I figured that as a developer I really need only regular expressions and some javascript code to batch rename the files. So I have built a RenameNinja for macOS. It is native macOS app SwiftUI + AppKit, that can use Regular Expressions and JavaScript to rename files. Please take a look: loshadki.app/renameninja/ I like the idea of Sublime Text licensing model, just to provide free unlimited trial, and if you tired of the trial notice, you can purchase the app. The app is 50% off right now until June 8th. You can purchase the license with discount code RENAMENINJALAUNCHDISCOUNT  ( 3 min )
    Gitcoin: Bridging Open Source, Blockchain, and Sustainable Funding
    Abstract Gitcoin is transforming the landscape of open source funding by merging blockchain technology with innovative financial models like quadratic funding. This blog post explores Gitcoin’s development, its core components such as Bounties, Grants, Hackathons, Quests, and Kernel, and reviews practical use cases, challenges, and future trends in the open source funding ecosystem. With insights drawn from technical as well as community perspectives, we discuss how Gitcoin and similar platforms empower developers worldwide while ensuring transparency, security, and sustainability in digital innovation. The evolution of open source software has always relied on community contributions. However, funding these initiatives has remained a challenge for many years. Enter Gitcoin—a platform th…  ( 9 min )
    Building immutable collection dynamically in Kotlin
    We decided to use Azure Container Apps as a managed Kubernetes platform because it offers everything we need for our project, with acceptable limitations. During the process, we realised that Microsoft includes managed Dapr as part of the service—and we decided to use it. Why? I explain below—and I still don't regret it. Dapr (Distributed Application Runtime) is an open-source, portable runtime that helps developers focus on coding and delivering business value without dealing with platform complexity or requiring deep infrastructure knowledge. Dapr showcase It provides building blocks—such as service invocation, pub/sub messaging, state management, and bindings—for cloud-native development. Being cloud-agnostic wasn’t our primary goal—but it turns out that Dapr gives us that capability…  ( 5 min )
    How to Calculate R0, R1, and C1 Parameters for RC Circuits?
    Introduction to RC Circuits and Parameter Calculation Calculating parameters for RC circuits can seem daunting, especially when dealing with HPPC (Hybrid Pulse Power Characterization) data. If you have run the default simulation provided in MATLAB for the Lithium Battery Cell with a One RC Branch Equivalent Circuit, you may be left with a few questions regarding how the parameters R0, R1, and C1 are mathematically derived. This article provides a mathematically formalized approach to calculating these parameters based on your measurements, allowing you to verify the results from your simulation. Understanding RC Circuit Parameters In an RC circuit, the terms R0, R1, and C1 refer to: R0: The ohmic resistance, which represents the internal resistance of the battery. R1: The transient resista…  ( 5 min )
    Linux System Hardening: Essential Security Practices for Servers
    In today's threat landscape, proper security hardening is no longer optional—it's a necessity. Linux servers power everything from small websites to enterprise infrastructure, making them prime targets for attackers. This guide will walk you through the essential practices for hardening your Linux servers to minimize vulnerabilities while maintaining functionality. Server hardening is the process of enhancing security by reducing the attack surface, eliminating unnecessary services, and configuring systems with security as a priority. An unhardened server is like a house with unlocked doors and windows—an invitation to intruders. The benefits of proper hardening include: Reduced risk of successful attacks Protection against common vulnerability exploits Compliance with security standards a…  ( 8 min )
    Announcing: Cerious Grid - A High-Performance Angular Grid, Open Source and Ready to Launch
    After months of building, testing, and fine-tuning, I’m thrilled to announce that Cerious Grid, a feature-rich Angular data grid, is about to be released as an open-source project. This isn’t just another table component. Cerious Grid is built from the ground up to handle massive data sets, complex UI needs, and enterprise-level flexibility—all without sacrificing performance. It’s a solution forged from real-world use cases, and now, it’s going public. Cerious Grid is the first component to be released in the new Cerious Widgets UI Component Library for Angular. 🚀 Why Open Source? Some might wonder why I’d release such a comprehensive project for free. Here’s why this release matters: 🧠 Community-Driven Innovation Open source invites fresh ideas and outside contributions. I want develop…  ( 4 min )
    How to Create a Clickable Dropdown Menu with CSS and JavaScript
    Dropdown Menu How To, for Web Applications When a button is clicked, and a menu appears below the button, covering content that is below the button, then that is a dropdown menu. This tutorial explains how to Create a clickable dropdown Menu using CSS and JavaScript. The menu consists of hyperlinks placed vertically. When the mouse is clicked on the button again, or outside of the button, the menu disappears. At the end of this tutorial, is the complete webpage code. The reader should copy the complete code into a text editor. Save the file with any name, but with the extension, .html . Open the saved file in the browser. Click the button to see the dropdown menu. Click on the button again, or click outside the button, for the menu to disappear. The reader is advised to do t…  ( 10 min )
    SAP, Blockchain, and Open Source Licensing: A Convergence for Innovation and Compliance
    Abstract This post explores the emerging synergy between SAP’s enterprise software solutions, blockchain technology, and open source licensing compliance. By examining technical innovations, use cases, and challenges, we highlight how SAP’s integration of blockchain platforms—such as SAP Leonardo and SAP Cloud Platform Blockchain—creates new efficiencies and robust security measures. We also discuss strategies for ensuring open source compliance and future industry trends that will drive interoperability, cost efficiency, and transparency. Hyperlinks to authoritative resources, tables, and bullet lists aid both human readers and search engines in navigating this dynamic topic. In today’s evolving digital landscape, enterprises must balance innovation and regulatory compliance. SAP—a glob…  ( 8 min )
    Mastering CMake: A Practical Guide for DevOps Engineers and Developers
    CMake is the backbone of modern C++ build systems. Whether you're compiling a simple executable or orchestrating large-scale multi-module projects with external libraries, mastering CMake can make your builds cleaner, faster, and more maintainable. This guide captures everything you need to know to write robust CMakeLists.txt files with real-world examples and explanations. Basic CMake Commands Project Structure Commonly Used Variables Best Practices Compiler Warnings Configuring files Unit Testing with Catch2 Compile Features and Definitions Sanitizers IPO & LTO Generator Expressions External Libraries (Git Submodules & FetchContent) Useful CMake CLI Flags Basic CMake Commands cmake_minimum_required(VERSION 3.10) project(MyApp VERSION 1.0 LANGUAGES…  ( 5 min )
    A Weather Clock (with Alarms) for ESP32 / Raspberry Pi Pico Implemented with Arduino Framework
    Arduino Weather Clock -- AWeatherClock -- v1.0 This little microcontroller project AWeatherClock (Arduino Weather Clock) was inspired by pyClock, VSCode with PlatformIO extension is the primarily development environment for the project, in the similar fashion as described by the post -- A Way to Run Arduino Sketch With VSCode PlatformIO Directly Naturally, the hardware used for the initial development of the project was exactly the one mention in the pyClock GitHub repository. Nevertheless, the sketch of AWeatherClock should be adaptable to other hardware configurations, with a big enough colored TFT LCD screen. The functions of AWeatherClock are: Display of a digital clock synchronized with NTP Display of the current weather info gathered from OpenWeat…  ( 11 min )
    How to Fix 405 Error in Blazor with Razor Pages for Login
    Introduction When working with Blazor and Razor Pages, one common issue developers encounter is the HTTP 405 error, which stands for 'Method Not Allowed.' This error indicates that the HTTP method used is not supported by the server for the requested resource. In your case, it seems to be occurring during the login process, where a POST request to your login page is being rejected. In this article, we will explore the reasons behind this error and provide a step-by-step guide to fix it using a Razor Pages workaround. Understanding the HTTP 405 Error The HTTP 405 error typically arises when the server blocks a specific HTTP method. For example, your login wrapper, loginpage.cshtml, defines the form action as a POST request, yet it seems that the server does not recognize how to handle it pr…  ( 5 min )
    Building a React-Based Guitar Theory Practice Page: Connecting Theory and Application
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    Understanding Asynchronous Programming in JavaScript
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    Low-Latency Mental Math: Quick Additions and Subtractions for Software Developers
    In a world overflowing with digital tools, it’s easy to dismiss mental math as outdated — a quaint relic from the pre-calculator age. But there’s something uniquely powerful about sharpening your ability to think numerically without external support. Like optimizing code for runtime efficiency, refining your mental math streamlines your internal thought processes and reduces your cognitive load. This article is based on a short guide I wrote called Adding and Subtracting Fast - Essential Tactics to Speed Up Mental Calculations with Whole Numbers, the first in a three-part series I began in 2018. The project started as a personal challenge: to improve how I processed numbers mentally. I wanted to go beyond fuzzy estimations and reclaim the skill of clear, structured calculation — the kind t…  ( 6 min )
    Open Source Project Sponsorship Platforms: Empowering Innovation
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    How to Fix Image Loading Issues in Flutter with YouTube Thumbnails?
    Introduction When working with Flutter, developers often face challenges while integrating external resources, such as images from different domains. A common issue arises when trying to load YouTube video thumbnails, leading to errors that may hinder the application's functionality. If you are using the youtube_plyr_iframe package in your Flutter project and encountering problems fetching YouTube thumbnails using Image.network, you are not alone! Understanding the Problem The error you are experiencing typically stems from restrictions placed on cross-origin resource sharing (CORS). YouTube images, such as the thumbnail https://i3.ytimg.com/vi/TyimCGEkiUc/maxresdefault.jpg, may encounter loading issues if they don't permit cross-origin requests. While loading other images works seamlessly…  ( 5 min )
    Understanding Future and Stream in Dart
    Do you know the difference between Future and Stream in Dart? Both handle asynchronous operations, but have different purposes: Future: returns a single value in the future. Stream: returns a sequence of values ​​over time. In this article, I show practical examples of each and explain when to use one or the other in your Flutter app or Dart project. 📚 Read here: https://medium.com/@Victorldev/understanding-future-and-stream-in-dart-cba0842a8470 dart #flutter #async #stream #future  ( 3 min )
    Arbitrum and Its Impact on Ethereum: A Deep Dive
    Abstract: In this post, we examine Arbitrum, an innovative Layer‑2 scaling solution for Ethereum that leverages optimistic rollups to improve transaction speed, lower fees, and enhance security. We explore its background, core concepts, practical applications in NFT marketplaces and decentralized finance (DeFi), and challenges such as integration and centralization concerns. Furthermore, we discuss the future outlook with enhanced fraud detection, interoperability, and open‑source developments. This detailed deep dive connects insights from technical articles, real-world use cases, and complementary resources to provide a holistic view on how Arbitrum is reshaping the Ethereum ecosystem. Ethereum has revolutionized how decentralized applications (dApps) are built. Yet, its scalability iss…  ( 9 min )
    How to Capture Redirect Query Parameters in Nginx with Lua?
    In the world of web applications, handling redirects efficiently can often lead to complex scenarios, especially when query parameters are involved. A common challenge arises when a proxied server, such as Keycloak, issues a redirect response that strips these important parameters. This article explores how to effectively capture and forward query parameters using Nginx and Lua, offering a practical solution to your business requirement. Understanding the Problem Redirects can be tricky, particularly with status codes like 302 that don’t maintain the query parameters sent to the original request. In your case, after the following steps: Client requests an authorization code from Keycloak. Keycloak returns a 302 redirect, losing essential query parameters. You’re left without critical data …  ( 5 min )
    💍 aws-vault-lite: One AWS Secret to Rule Them All
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities At my company, we still don’t have a proper tool to manage secrets. So, naturally, people come up with their own solutions—some of them not very secure. I had the idea of using AWS Secrets Manager as a secure place to store our secrets. But there was a challenge: Then I discovered that a single AWS Secret can store up to 64KB, which is more than enough for a bunch of simple strings. That got me thinking... So I did it! :) Introducing aws-vault-lite — a lightweight secret manager I built in just one night (with a hand from Amazon Q). What is? That was a pretty polite intro, wasn’t it? This what you could expect from the app. Try it at: https://github.com/fabiocore/aws-vault-lite I always…  ( 9 min )
    💹 Build a Real-Time Crypto Arbitrage Bot Using Python and Graph Theory
    Have you ever spotted price differences for the same crypto across exchanges and wondered if you could profit from them? That’s arbitrage, and this guide walks you through building a real-time arbitrage bot that detects those opportunities using live data and graph algorithms — all in Python. Fetching real-time prices from Binance using WebSockets Modeling exchange rates as a graph Detecting arbitrage using the Bellman-Ford algorithm Simulating trades and tracking profit Install the necessary Python libraries: pip install requests websocket-client Create a .env file in your project root to manage key parameters: INITIAL_BALANCE=100 MAX_ARBITRAGE_PROFIT=0.01 ARBITRAGE_CHECK_INTERVAL=10 These values control the bot's behavior: INITIAL_BALANCE: Starting simulated capital in USD MAX_ARBITRAG…  ( 6 min )
    I dropped a post blog over on Ko-Fi about exploring Python GUI frameworks! https://ko-fi.com/barbarossalivesgamestudio
    A post by Monte Bruce  ( 2 min )
    How to Resolve Discord Bot HTTP 403 Forbidden DM Issues?
    Introduction If you're developing a Discord bot using Go and experiencing the error HTTP 403 Forbidden when trying to send direct messages (DMs) to users, you're in the right place. This article will explore common reasons why your bot may not be able to send DMs and provide actionable steps to resolve the issue. Understanding the Error The error message you encountered: HTTP 403 Forbidden, {"message": "Cannot send messages to this user", "code": 50007} indicates that your bot is attempting to send a message to a user who has disabled DMs from server members. This is a common issue and can occur even if the bot is in the same server as the user. Why Can't My Bot Send DMs? In Discord, users have the ability to adjust their privacy settings. Here are a few reasons why your bot might be unabl…  ( 5 min )
    Mastering SQL Joins: Your Definitive Guide to Relational Data Mastery
    In the modern data-driven world, working with relational databases is inevitable for backend engineers, full-stack developers, and data analysts. And at the heart of relational data querying lies one foundational skill: SQL JOINs. If you’ve ever been confused by LEFT, RIGHT, INNER, and FULL OUTER JOIN, this article will clear it up once and for all—with examples, visuals, and real-life reasoning. Let’s get you from novice to JOIN Jedi. JOINs allow you to combine rows from two or more tables based on a related column between them. Think of them as building bridges between datasets. The four most commonly used JOINs in SQL are: INNER JOIN LEFT JOIN RIGHT JOIN FULL OUTER JOIN Each has its own behavior for matching and preserving data from the joined tables. Let’s imagine we have two tables: -…  ( 4 min )
    🧠🥷How to make Meme Generating MCP (Cline and Cursor)
    Intro Hello! I'm Ninja Web Developer. Hi-Yah!🥷 I have been playing with studying MCP lately.↓ 🧠🥷How to make AI controled Avatar 2 (Vroid MCP + Cline and Cursor + Unity) 🧠🥷How to make cool Ninja game (Unity MCP + Blender MCP (Cline and Cursor)) 🧠🥷How to make cool Ninja (Blender MCP (Cline and Cursor)) First, I made an Image generation and editing Next.js Web App.↓ 🧠🥷Gemini API 2 (Image generation and editing (free and fast)) 🧠🥷How to make Image generation and editing MCP (Gemini API + Cline and Cursor) Meme is a cultural phenomenon that spreads on the Internet, such as funny images, videos and text. Here is an interviews who watched Meme. Web Developer C: After watching Meme, my old little brain is rebuild completely new, and I can find ways to solves the bugs in the code. *Not…  ( 7 min )
    Backend Teknolojileri: Geleceğin Anahtarı
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    How to Fix the 'Terminate called after throwing an instance of char const*' Error in Qt?
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    Text Adventures in the Age of AI
    I loved text adventures as a kid. Still do. I even wrote a few, though I never had the courage to show them to others. The DnD games I played with friends had a step-up on this, of course: a human being who could intelligently respond to anything you tried. It was only a matter of time before somebody had the idea to use AI for adventure games, and there are some interesting options out there I'm keen to try sometime: AI Dungeon, DREAMIO and Friends & Fables. Inworld Origins looks like it will take it even further and provides a cinematic experience where you talk to suspects at a crime scene, and they respond intelligently to anything you ask. The possibilities to this are staggering. But back to text adventures.. One day I was mucking around in Copilot, trying to find weird things to a…  ( 5 min )
  • Open

    El Salvador stacks 7 Bitcoin in last week, despite IMF deal
    The government of El Salvador continues stacking Bitcoin (BTC) for its national crypto reserve, despite an ongoing deal with the International Monetary Fund (IMF) stipulating that the Central American country stop using public funds to purchase Bitcoin as one of the conditions for a loan agreement. According to data from the El Salvador Bitcoin Office, the country acquired an additional seven BTC in the last seven days, bringing its total holdings to 6,173 BTC, valued at over $637 million. El Salvador's Bitcoin Office has continued its steady pace of Bitcoin acquisitions months after the IMF agreement was signed and shows no sign of halting its Bitcoin purchases. The Central American country is one of the only nations actively purchasing Bitcoin in open market operations, and its national …
    Bitcoin SV investors attempt to resurrect 2019 Binance lawsuit
    Investors of Bitcoin Satoshi's Vision (BSV) — a hard fork of Bitcoin Cash (BCH), which itself is a hard fork of the Bitcoin (BTC) protocol, are attempting to revive a 2019 lawsuit against crypto exchange Binance for delisting the altcoin, which the litigants claim stunted the price of BSV.   According to Law360, attorneys for the plaintiffs argued that a July 2024 decision from the UK Competition Appeal Tribunal dismissing the "loss of chance" claim made against Binance for delisting the token, should be reconsidered. The litigants demanded $9 billion in damages, in the original case. The investors continue to claim that Binance's 2019 delisting of BSV and similar major exchange delistings are the primary drivers of BSV's long-term price decline and its failure to attract the investor atte…
    Bitcoin now deflationary due to Strategy's BTC purchases — Analyst
    Strategy, a Bitcoin (BTC) treasury company, is accumulating Bitcoin at a faster rate than total miner output, giving the supply-capped asset a -2.33% annual deflation rate, according to CryptoQuant CEO and market analyst Ki Young Ju. "Their 555,000 BTC is illiquid with no plans to sell," the analyst wrote in a May 10 X post. "Strategy's holdings alone mean a -2.23% annual deflation rate — likely higher with other stable institutional holders," Ju continued. Michael Saylor, the co-founder of Strategy, is an outspoken Bitcoin advocate who evangelizes the scarce digital currency to potential investors and has inspired many other companies to adopt a Bitcoin treasury plan. The total BTC supply is shrinking due to Strategy accumulating Bitcoin. Source: Ki Young Ju Additionally, Strategy acts as…
    In volatile markets, RWAs like gold are a lifeline
    Opinion by: Kevin Rusher, founder of RAAC It’s a volatile world out there. This year, we’ve seen stocks take a wild ride as gold has pumped and crypto has been caught somewhere in the middle. Investors have dumped risk assets and scrambled for safe havens. Gold is leading the charge. While gold is safe, it is not very hard-working. Unlike cash and treasuries, the yellow metal does not generate income. Now, more than ever, investors need to be able to earn yield on gold — particularly in the decentralized finance (DeFi) sector. The only way to make money from gold is to buy low and sell high. Most investors don’t tend to buy gold like this. That’s for good reason — over the long term, gold’s performance is typically consistent, if not without a few peaks and troughs here and there, as we h…
    Why is Ethereum (ETH) price up today?
    Key takeaways: Ether is set for its best weekly gain since May 2021. Ethereum’s Pectra upgrade, mega-whale accumulation, and a major short squeeze fuel the rally. Technical patterns suggest a potential 40% rally toward $3,400 as ETH bounces off key support. Ether (ETH) is on course to record its best weekly performance since May 2021, having risen by over 37.50% in the week ending May 11, including 10.30% gains in the last 24 hours. US tariff updates, Pectra upgrade boost Ethereum The announcement of a new trade agreement between the US and the UK on May 8 and the initiation of US-China trade talks afterward have bolstered upside sentiment in Ether and the broader crypto market. Additionally, Ether benefits from its Pectra upgrade on May 7, which introduced key improvements like higher…
    4chan rises from the dead: How the imageboard moves crypto markets
    After 4chan was hacked on April 14 and vast troves of user and moderator data were leaked online, the controversial website quickly went down, and many believed it would never recover. However, less than two weeks later, the imageboard was back online, defiant as ever. “4chan is back,” an official blog post proclaimed. “No other website can replace it, or this community. No matter how hard it is, we are not giving up.” The imageboard has left its mark on the world in many consequential ways, birthing countless memes and conspiracy theories, serving as a platform for political movements ranging from the alt-right to Anonymous, and acting as a dumping ground for leaks and hacks of all sorts.  Crypto is no exception, with 4chan also a historically influential gathering place to share altcoin …
    UK to become ‘safe harbor’ for crypto with new draft rules — Experts
    On April 29, UK Finance Minister Rachel Reeves unveiled plans for a “comprehensive regulatory regime” aimed at making the country a global leader in digital assets. Under the proposed rules, crypto exchanges, dealers, and agents will be regulated similarly to traditional financial firms, with requirements for transparency, consumer protection, and operational resilience, the UK Treasury said in a statement released following Reeves’ remarks. Per the statement, the Financial Services and Markets Act 2000 (Cryptoassets) Order 2025 introduces six new regulated activities, including crypto trading, custody, and staking. Rather than opting for a light-touch regime similar to the EU’s Markets in Crypto-Assets (MiCA), the UK is applying the full weight of securities regulation to crypto, accordin…
    RedotPay enters South Korea with crypto-powered payment cards
    Hong Kong-based fintech firm RedotPay has reportedly launched its cryptocurrency-enabled payment cards in South Korea, positioning itself as a potential disruptor in a market dominated by traditional credit card firms and mobile payment services. The company’s crypto debit cards—both physical and virtual—are now accepted at all Korean merchants that support Visa, according to a May 9 report by The Korea Economic Daily. The move marks RedotPay’s latest step in global expansion, following its earlier partnership with Visa and BIN sponsor StraitsX in February 2025 to enhance cross-border crypto payment capabilities. RedotPay, founded in 2023, has rapidly scaled since the soft launch of its crypto card program in late 2024. It now serves more than 4 million users worldwide. In South Korea, use…
    Robert Kiyosaki says ditch ‘fake money’ for Bitcoin, gold, and silver
    Robert Kiyosaki, businessman and best-selling author of Rich Dad Poor Dad, is once again sounding the alarm on the dangers of centralized monetary policy — urging his followers to abandon what he calls “fake money” and adopt alternatives like Bitcoin, gold, and silver. In a May 10 post on X, Kiyosaki backed a hardline stance against central banking systems, particularly the Federal Reserve, while quoting former US Congressman Ron Paul. Ron Paul, a longtime critic of the Fed and author of End the Fed, described interest rate setting by central banks as “price fixing,” equating it to socialist and Marxist economic control. Paul warned that such mechanisms erode personal wealth and undermine economic freedom — a sentiment that aligns closely with Kiyosaki’s long-held concerns. “Fake money lea…
    BlackRock’s Bitcoin ETF posts $356M inflows, longest inflow streak in 2025
    BlackRock’s spot Bitcoin ETF (IBIT) capped off the trading week with another day of inflows, pulling in $356.2 million on May 9. The fund has now extended its inflow streak to 19 consecutive days — its longest run of inflows so far this year. IBIT’s inflow streak has been ongoing since April 14, and has coincided with a volatile Bitcoin (BTC) market, with the asset trading between $83,152 and $103,000 over the period. However, market sentiment has been increasing after the asset reclaimed and held above the $90,000 price on April 23 before reclaiming the $100,000 price on May 8 for the first time since Feb. 1. Bitcoin ETFs ticking along as Bitcoin price spikes Over the past trading week alone, IBIT posted $1.03 billion in inflows, according to Farside data. Prior to the current 19-day stre…
    Bitcoin won’t see ‘gigantic’ SWF buying until laws greenlit — Scaramucci
    Sovereign Wealth Funds are already gaining exposure to Bitcoin, but significant allocations won’t happen until the United States establishes clearer regulations for the digital assets industry, says SkyBridge founder Anthony Scaramucci. “I think they are buying it, I think they are buying it on the margin,” Scaramucci, former White House director of communications during US President Donald Trump’s first term, said on Anthony Pompliano’s podcast on May 8. Legislation will lead to “large blocks of buying” “I don’t think it is going to be a gigantic groundswell of buying until we greenlight legislation in the United States,” he added. Scaramucci previously said in a February interview with the Financial Times that he expects the US government to propose crypto legislation in November. SWFs a…
    Bitcoin yet to hit $150K because outsiders are ghosting — Michael Saylor
    Strategy founder Michael Saylor says Bitcoin hasn’t reached $150,000 yet because holders without a long-term outlook have been selling off while a new cohort of investors are beginning to enter the market. “I think we’re going through a rotation right now,” Saylor said on the Coin Stories podcast with Natalie Brunell on May 9. The lack of “10-year investor mindset” led to Bitcoin sell-off Saylor said “lots of non-economically interested parties are rotating out of the asset.” However, at the same time, “a new cohort of investors are entering.” “A lot of Bitcoin, for whatever reason, was left in the hands of the governments and the hands of lawyers, and in the hands of bankruptcy trustees,” he added. Strategy’s Michael Saylor spoke to Natalie Brunell on the Coin Stories podcast. Source: Na…
    Ethereum price greenlit for further upside after surprise 29% ETH rally
    Key takeaways: ETH price rallied by 22% on May 8, but demand for spot ETH ETFs and derivatives remains muted.  President Trump’s reversal on certain altcoins aligns with ETH’s renewed outlook.  Ether (ETH) posted an impressive 29% gain between May 8 and May 9, likely marking the end of a 10-week bear market that bottomed out at $1,385 on April 9. This sharp move triggered the liquidation of over $400 million in short (sell) ETH futures positions, suggesting that whales and market makers were caught off guard. Despite the surge, traders have maintained a neutral stance in ETH derivatives. Whether this apparent lack of conviction reflects a genuine trend reversal or merely precedes another test of the $2,000 level remains to be seen. Ether 3-month futures annualized premium. Source: laevi…
  • Open

    MCP and the innovation paradox: Why open standards will save AI from itself
    Much like HTTP and REST standardized how web applications connect to services, MCP standardizes how AI models connect to tools.  ( 7 min )
    Fine-tuning vs. in-context learning: New research guides better LLM customization for real-world tasks
    By combining fine-tuning and in-context learning, you get LLMs that can learn tasks that would be too difficult or expensive for either method  ( 8 min )
  • Open

    Lido Proposes a Bold Governance Model to Give stETH Holders a Say in Protocol Decisions
    Proposal comes as ETH surges 30% on Pectra upgrade, boosting attention on Ethereum-native protocols.  ( 27 min )
    State of Crypto: Mapping Out the Senate Stablecoin Bill's Next Steps
    While the Senate failed to advance its stablecoin bill this week, it's not dead yet.  ( 33 min )
    Analysis: Coinbase Is Buying Bitcoin, Just Don’t Call It a Treasury Strategy.
    Coinbase has bitcoin on the balance sheet, but management wants to be clear it's not taking the Michael Saylor/MSTR approach.  ( 25 min )
    Dogecoin Surges 10%, Bitcoin Nears $104K Amid Renewed ‘Risk-on’ Sentiment
    Investors are quickly changing their perspectives on crypto now that altcoins have departed from a negative trend and found buying pressure from a renewed risk-on sentiment, one analyst said.  ( 27 min )
  • Open

    Samsung Announces New Neo QLED 8K TV With Vision AI
    Earlier yesterday evening, Samsung formally announced that its Vision AI would be shipping out with its updated Neo QLED 8K TV lineup. But the lineup’s greatest selling point is perhaps the fact that Samsung is going completely, if not nearly, wireless with the lineup. The Neo QLED 8K TV will not ship out with a […] The post Samsung Announces New Neo QLED 8K TV With Vision AI appeared first on Lowyat.NET.  ( 17 min )
    CIMB Customers To No Longer Receive SMS Transaction Notifications Starting 17 May 2025
    Effective 17 May 2025, CIMB users will no longer receive transaction notifications or PTA (Post Transaction Alert) via SMS. Instead the bank has announced that all notices will only be sent via the CIMB OCTO application. This notice follows CIMB’s previous announcement of its full implementation of SecureTAC last month. With this change in effect, […] The post CIMB Customers To No Longer Receive SMS Transaction Notifications Starting 17 May 2025 appeared first on Lowyat.NET.  ( 16 min )
    The TQ Wuling Bingo EV Makes Its First Appearance At MAS 2025
    Joining the list of brands that is showcasing their models in the ongoing Malaysia Auto Show (MAS 2025) is TQ Wuling. The models that are showcased in the event are the Wuling Bingo EV, which marks the first public showcasing. The brand is a collaboration between Tan Chong Motor Group and SAIC-GM-Wuling Automobile Co. Ltd., […] The post The TQ Wuling Bingo EV Makes Its First Appearance At MAS 2025 appeared first on Lowyat.NET.  ( 17 min )
    Palworld Removes Game Features Over Nintendo Lawsuit
    You may recall that Nintendo had filed a lawsuit against Palworld developer Pocketpair, claiming that the game infringes on multiple patents. As a result of the ongoing lawsuit, Pocketpair has decided to change some of the mechanics in the game. In a recent blog post, the developer acknowledged the frustration from players over the changes, […] The post Palworld Removes Game Features Over Nintendo Lawsuit appeared first on Lowyat.NET.  ( 16 min )
    Buffalo Japan Has A 50th Anniversary Transparent Hard Drive
    Storage brand Buffalo is celebrating its 50th anniversary this year, and it is doing it with a throwback to its Skeleton Hard Disk from 1998. Back in the day, the drive was made with a transparent case allowing you to see its inner workings, but is otherwise no different from any other HDD. This new, […] The post Buffalo Japan Has A 50th Anniversary Transparent Hard Drive appeared first on Lowyat.NET.  ( 16 min )
    TechLife Pad Neo To Arrive In Malaysia Soon
    TechLife, the low-budget sub-brand of realme, seems to be preparing to launch a tablet dubbed the Pad Neo. First introduced in the Philippines back in November, it offers modest specs with a wallet-friendly price tag that undercuts the Pad 2 lite. While the sub-brand has yet to officially announce the arrival of the tablet in […] The post TechLife Pad Neo To Arrive In Malaysia Soon appeared first on Lowyat.NET.  ( 15 min )

  • Open

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    Six Days in the Dark
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    Business books are entertainment, not strategic tools
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    Ada in China (1994)
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    NASA Study Reveals Venus Crust Surprise
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    Why 536 was 'the worst year to be alive' (2018)
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    The Beam
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    How Warren Robinett Made Adventure on the Atari
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    Cogentcore: Open-source framework for building multi-platform apps with Go
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    A spread argument must either have a tuple type or be passed to a rest parameter. ts(2556)
    You want to pass variable args to a function, like so: const doSomething = (a: string, b?: string, c?: string): void => {}; However, TS didn't like it... // não bom const args = [['a', 'b', 'c'], ['a', 'b'], ['a']]; args.forEach((arg) => { // A spread argument must either // have a tuple type or be passed // to a rest parameter. ts(2556) vvvvvv doSomething(...arg); }) The problem is that doSomething expects one to three arguments of type string, but arg is typed as string[]. We need to narrow the type down, to match the arguments of doSomething() // bom const properTypedArgs: [a: string, b?: string, c?: string][] = [['a', 'b', 'c'], ['a', 'b'], ['a']]; properTypedArgs.forEach((arg) => { doSomething(...arg); }) This works, but if you don't fancy re-typing the function's argument type defs or don't have it handy, TS utility type got you covered: // ainda melhor const properTypedArgs: Parameters[] = [['a', 'b', 'c'], ['a', 'b'], ['a']]; properTypedArgs.forEach((arg) => { doSomething(...arg); }) That's all! TS playground Parameter typeof  ( 3 min )
    Debugging Browser Extensions: Taming the Chaos Like a Pro 🛠️
    Hey fellow developer! 👋 Let’s talk about the real journey of building browser extensions: You spend hours crafting the perfect feature, hit "Load Unpacked," and… nothing happens. Or worse—your extension works on your machine but turns into a pumpkin 🎃 on your friend’s browser. Debugging extensions can feel like wrestling gremlins, but don’t panic! I’ve been there (and lived to tell the tale). Let’s break down the most common errors and their fixes so you can get back to shipping magic. 1. “My Extension Doesn’t Load!” (Manifest File Mayhem) The Error: Chrome/Firefox ignores your extension, or you get a cryptic “Invalid manifest” warning. Why It Happens: Manifest Version Mismatch: Using V2 syntax in a V3 world (or vice versa). Missing Fields: Forgot action, permissions, or hos…  ( 4 min )
    Modern Browser Extension Development: Supercharge Your Workflow with React, Vue, or Svelte
    Hey fellow devs! 👋 Let’s talk about browser extensions. You know, those little tools that make the web better—blocking ads, enhancing productivity, or even replacing Twitter’s bird logo with a dancing taco 🌮. But if you’ve ever built one with vanilla JavaScript, you’ve probably faced: Spaghetti UI code that’s impossible to maintain. State management nightmares across popups, options pages, and content scripts. Rebuilding wheels for every minor feature. What if I told you modern frameworks like React, Vue, or Svelte can turn extension development from a chore into a joyride? Let’s dive in. Why Use React/Vue/Svelte for Extensions? Component Magic: Break your UI into reusable pieces (popups, modals, settings). State Management: Share data between tabs, background scripts, a…  ( 5 min )
    Chatbots Believe What You Tell Them — Even When You’re Not Certain
    Large-language models (LLMs) like GPT take every word you type as a fact. 1 | Why We Supply Shaky “Facts” Blind-spot source Everyday slip-up Proof it’s real We overrate our knowledge Most people feel sure they can explain a bicycle pump — until they try. Over 40 % drew bikes that wouldn’t work. scotthyoung.com Shared false memories Millions “remember” Nelson Mandela dying in prison (he didn’t). Forbes Self-promotion drift 70 % of job-seekers admit they have lied — or would lie — on a résumé. ResumeLab These slips are harmless in conversation. Inside a chatbot, they harden into “truth” that shapes the entire reply. 2 | Hallucination vs. Blind Spot Word What happens Who starts it? Hallucination The model invents facts that are nowhere in the prompt. Example: GPT-4 made up 28.6 % of medical c…  ( 5 min )
    How to Execute a JAR File in Kotlin: A Step-by-Step Guide
    When working with Kotlin in a cloud environment, especially while integrating AWS S3 and Lambda functions, you may find yourself needing to execute an external JAR file. This often arises, as in your case, when you need to upload data to a third-party vendor. In this article, we will walk through how to call an executable JAR file using Kotlin, including syntax examples and considerations to keep in mind. Understanding How to Execute JAR Files in Kotlin The process of executing a JAR file in Kotlin is not much different from Java, as Kotlin is fully interoperable with Java. You can use the ProcessBuilder class, which allows you to create operating system processes, and invoke JAR files with specific arguments. This capability is particularly useful when you want to run external commands or…  ( 4 min )
    AI Unleashed
    Not long ago, artificial intelligence remained hidden behind elite institutions and guarded corporate doors—a secretive world inaccessible to most. Today, these once impervious gates swing wide open, propelled by an unstoppable wave: the power of open-source. A movement founded on global collaboration, democratisation of knowledge, and transparent innovation now stands poised to revolutionise our technological future. Yet how exactly did AI escape the confines of exclusive circles, transforming itself into a shared resource sparking worldwide ingenuity? To uncover this transformation, let's journey through the vibrant hubs and dynamic communities redefining what's possible when ideas flow freely, unbound by silos or institutional limitations. In the past, breakthrough advances took years t…  ( 6 min )
    Coding Challenge Practice - Question 5
    Today's question Create a React application that allows users to create, display and delete blog posts. Solution The first step is to evaluate the boilerplate provided. There are 3 boilerplate files: Home.js import React from "react"; import Input from "./Input"; import PostDisplay from "./PostDisplay"; function Home() { return ( {"Title"} {"Description"} Delete ); } export default PostDisplay; The Home component(file) is provided as the parent component, which manages the state of the application. So, variable states for all blog posts, and a single new blog post will be created. The input component is responsible for creating new blog posts, therefore, the variable states for new blogs will be passed into it after it has been created in the Home component. Then, the PostDisplay component, which handles showing all blog posts, will have the state for all blog posts passed into it.  ( 3 min )
    my first post!
    “Hello DEV! This is my first post to test GitHub Actions and RSS feeds.”  ( 2 min )
    How the Childfree Demographic Is Impacting the Real Estate Market
    The childfree demographic, consisting of individuals or couples who choose not to have children, is increasingly shaping trends in the real estate market. As this demographic grows, their preferences for housing are influencing various aspects of the housing market, including demand for specific property types, locations, and community features. With different lifestyle priorities, including mobility, urban living, and less space, the childfree population has started to play a more significant role in how developers, investors, and real estate agents approach their offerings. While the childfree group may share some housing preferences with other demographics, their choices reflect a unique set of needs that is gradually gaining attention from the real estate industry. From the size and lo…  ( 7 min )
    How to Fix Colorization Issues in Dart's Pathfinding App?
    Introduction Are you currently tackling a pathfinding visualizer app using Dart and Flutter? If you're feeling overwhelmed by the programming challenges and specifically by your container colorization logic, you're not alone! In this article, we will go through how to successfully manage color changes for your start and end containers without affecting all elements on the grid. Understanding the Problem In your Flutter application, the objective is to select a 'start' and 'end' container when clicking on the grid, and change their colors accordingly. However, when you try to set the 'start' container color to green, it’s inadvertently updating every container to green, which is not the intended behavior. This issue typically occurs due to how the state and rendering logic is structured in …  ( 4 min )
    Building Loopa - Lightweight Team Collaboration Tool
    This is a new challenge am setting for myself. I plan to build 3 solid apps this year and am starting with Loopa, a lightweight chatapp that I plan to evolve into a simple project management and team collaboration tool. Day 1 - built the login and signup page. I have also created the dashboard but nothing on it so far. Day 2 - ...  ( 3 min )
    Os 10 Melhores Acessórios de Informática para um Desenvolvedor – Parte 2
    Dando continuidade ao nosso artigo anterior sobre os melhores acessórios de informática para desenvolvedores, nesta segunda parte listamos mais 10 itens que podem melhorar seu setup, aumentar sua produtividade e tornar o trabalho diário mais eficiente. Se você ainda não leu a primeira parte, confira aqui: Os 10 Melhores Acessórios de Informática para um Desenvolvedor – Parte 1. Agora, vamos direto ao que interessa. 🚁 Drone com Câmera Perfeito para capturas criativas, vídeos para projetos, ou até inspeções remotas. Integração possível com scripts e automações. Um drone com câmera pode ajudar um desenvolvedor de várias formas práticas: Captura de imagens/vídeos para assets – útil em jogos, simulações e realidade aumentada. Mapeamento e fotogrametria – para gerar modelos 3D, mapas ou terr…  ( 6 min )
    Finding (and recovering) your Amazon Q Developer prompt history
    Wanted to share a very quick on something I learned that was pretty useful to me, so thought it might be useful to others. Here is a scenario that some of you might be familiar with: You have a successful Amazon Q Developer session, and then maybe a few days later, you are trying to recall exactly what you did and how you put your prompts together - what can you do? As it turns out, a recent update to Amazon Q Developer was a big help. In the Amazon Q Developer chat interface, there is a new icon next to the different tabs (its an icon of a click, which when you hover over says "View Chat History") which when you click on this, it will bring back a list of previous chats that have been recorded. What does this mean? In the "~/.aws/amazonq/" directory there is a "history" directory, and looking at it, it contains a number of time/date stamped json files. ├── history │   ├── chat-history-0f97086b54fd7d6128dfd80426dfd63d.json │   ├── chat-history-10d817f64fc99f04badf1568a6c23814.json │   ├── chat-history-deba93a681a17ae26ff2b977acf0ba97.json │   ├── chat-history-fa5091a7425e7938fe770a584b63076e.json │   └── chat-history-no-workspace.json These are what the Amazon Q Developer VSCode plugin now produces as you start using it. That said, because I had deleted my project, and so I was unable to get this from VSCode itself. Aarrgh, I thought to myself. Not to worry though. I still had the files in the history directory. So reviewing these with my favourite json viewer (I knew which file to use, aligning date stamps from these and the code files in my project workspace), allowed me to extract all the history, including prompts and responses. Very handy to know if you want to go back in time. This saved me, so hoping it will help others who are looking to recover what they did.  ( 3 min )
    How to Fix Dart DevTools Exited with Code 65 in VSCode?
    If you've encountered the error 'Dart DevTools exited with code 65' while trying to enable Dart DevTools in Visual Studio Code, you're not alone. Many developers face this issue as they integrate Dart and Flutter into their development workflow. In this article, we'll explore the reasons behind this error and, more importantly, how to resolve it so you can get back to debugging your Flutter applications successfully. Understanding the Issue Dart DevTools is an essential suite of debugging tools for Dart and Flutter applications, but sometimes users encounter the 'exited with code 65' error. This issue generally arises due to configuration problems, outdated packages, or missing dependencies. Understanding these root causes can help you navigate your way to a solution effectively. Common Re…  ( 5 min )
    Abhishek Desikan | Growing as a Software Engineer Means Letting Go of Perfection
    When I started writing code, I thought the goal was perfection. A flawless feature. A zero-bug release. The cleanest, DRYest, most elegant solution to every problem. But if there’s one thing software engineering teaches you—again and again—it’s this: Perfect doesn’t ship. Progress does. Behind every product you love, every app you use daily, and every "it-just-works" moment, there’s a messy history of trade-offs, iterations, rewrites, and late-night breakthroughs. There’s never been a perfect version—only the best version for right now. “If you’re aiming for perfection, you’ll never release,” he says. “But if you aim for learning, you’ll improve with every commit.” That’s the shift that happens when you grow—not just as a coder, but as an engineer. Early Career: Learning the Rules Most engineers begin their journey by learning the rules. Mid-Career: Building Beyond Code As you gain experience, your job evolves. You're not just writing functions—you’re: The Myth of Mastery There’s a moment many engineers hit mid-career: you expect to feel confident, but instead, you feel behind. Late Career: Scaling Impact By the time you’re a senior or staff engineer, the problems you solve are rarely just technical. Letting Go to Grow So what does it really mean to grow as a software engineer? Final Thoughts: We’re All Still Learning No matter where you are in your career—just starting out, mid-level and unsure, or senior and scaling—remember this: You don’t have to be perfect. You just have to keep learning. Great software is built by people who care enough to try, fail, ask, share, and try again. People like Abhishek Desikan, who show that engineering is not just about building products—it’s about building people, teams, and ethical systems that serve others well. “We’re not just writing code,” Desikan reminds us. “We’re writing the story of how people experience technology.” And when we do that with care—even if it’s not perfect—we’re already doing something right.  ( 5 min )
    How to Ensure Parallel Task Execution on iOS 15 Using Swift?
    Introduction When developing high-performance applications, managing concurrency efficiently is crucial. In this article, we will address how to ensure that multiple tasks run in parallel on iOS 15 while using Swift's async/await and TaskGroup. Specifically, we will look into a puzzle-generating application that encounters parallel execution issues on iOS 15. We will explore the reasons behind the problem and provide actionable solutions to ensure optimal performance. Understanding the Issue The code example provided describes a puzzle generator that works based on a Latin square. Running four different tasks concurrently should ideally distribute the CPU load effectively across available cores. However, when tested on iOS 15, it appears that only one task is being executed at a time. This…  ( 5 min )
    Building a Book Sharing application with Amazon Q CLI
    I read a lot, and always have a couple of books on the go at any one time (currently Linchpin by Seth Godin and The Prisoner of Heaven by Carlos Ruiz Zafon. I am always on the lookout for a new book though, and this thread on LinkedIn sparked an idea (check the comments) about building a simple book sharing application that a group of friends might use to share good books they recommend. I had an idea of what I wanted to create: a simple web application that a group of friends could use to create lists of the books they are reading, provide ratings and comments, and then allow them to share and borrow books they might be interested in. I had a couple of hours whilst I was travelling, and wanted to use Amazon Q CLI to build this. Why? I have been slowly switching from VSCode to Zed, and the…  ( 10 min )
    The Runway Walk: Techniques for High-Fashion and Commercial Modeling
    The art of runway walking represents far more than simply moving from point A to point B—it’s a carefully honed skill that conveys brand aesthetic, garment movement, and professional polish. While television and social media often portray modeling as effortless, the reality involves precise technique, body awareness, and adaptability to different show requirements. The walk serves as a model’s primary tool for bringing clothing to life, requiring equal parts discipline and artistry to execute effectively. Proper runway technique begins with posture that appears relaxed yet controlled. The ideal stance starts with shoulders pulled back and down, creating an open chest without appearing stiff. The spine maintains natural alignment from the tailbone through the neck, allowing for fluid moveme…  ( 5 min )
    How to Fix Client ID Assignment Issues in ASP.NET with SQLite
    Introduction When working on a full-stack application using ASP.NET and Blazor, you might face challenges while managing relationships between entities in your databases. One common issue developers encounter is the inability to assign a Client to a Job due to errors like "Cannot assign an existing ID." This typically stems from misconfiguration in entity relationships or incorrect database handling. In this article, we will explore the possible reasons for this issue, how SQLite is utilized, and provide a solution to help you overcome this error. Understanding Entity Framework and SQLite Relationships In your case, you are using Entity Framework (EF) to manage your Client and Job entities with SQLite as the backend database. In ASP.NET, EF allows you to define relationships between entiti…  ( 5 min )
    List of all LLM models
    Major LLMs GPT-4.5 / GPT-4o / GPT-o3 / GPT-o4-mini (OpenAI) Gemini 2.5 Pro / Gemini 2.0 / Gemini 1.5 (Google DeepMind) Claude 3.7 Sonnet / Claude 3.5 Sonnet (Anthropic) Grok-3 / Grok-2 / Grok-1 (xAI) Llama 3.1 / Llama 3 / Llama 2 (Meta AI) Mistral Large 2 / Mistral 7B / Mixtral 8x22B (Mistral AI) Qwen 3 / Qwen 2.5-Max (Alibaba) DeepSeek R1 / DeepSeek-V3 / DeepSeek-V2.5 (DeepSeek) Falcon 180B / Falcon 40B (Technology Innovation Institute) PaLM 2 (Google) Nova (Amazon) DBRX (Databricks' Mosaic ML) Command R (Cohere) Inflection-2.5 (Inflection AI) Gemma (Google DeepMind) Stable LM 2 (Stability AI) Nemotron-4 340B (NVIDIA) XGen-7B (Salesforce) Alpaca 7B (Stanford CRFM) Pythia (EleutherAI) Phi-3 (Microsoft) Jamba (AI21 Labs) Ernie (Baidu) Granite (IBM) BERT (Google, foundational transformer model)  ( 3 min )
    Setting up Parseable with Kubernetes and Docker Desktop
    Setting up Parseable with Kubernetes and Docker Desktop This guide will walk you through setting up Parseable, a modern log analytics platform, using Kubernetes on Docker Desktop. We'll cover the complete setup process including MinIO for storage, Parseable deployment using Helm, and configuring ingress for external access. Before we begin, ensure you have the following prerequisites installed and configured: Docker Desktop with Kubernetes enabled Ingress-NGINX controller deployed on your Kubernetes cluster kubectl configured to work with your Docker Desktop Kubernetes cluster Ansible configured to run playbooks Setting up MinIO Deploying Parseable using Helm Configuring Ingress Complete Ansible Playbook MinIO is an object storage system that Parseable uses for storing logs. Let's set it…  ( 7 min )
    Como Aprender Uma Nova Linguagem de Programação
    Aprender uma nova linguagem de programação é um passo importante para qualquer engenheiro de software que busca ampliar seu leque de possibilidades e se manter relevante no mercado. Com o avanço constante da tecnologia, a capacidade de transitar entre diferentes stacks e paradigmas é cada vez mais valorizada. Se você já tem experiência como desenvolvedor, confira este roteiro prático para acelerar o seu aprendizado de uma nova linguagem — com referências ao clássico Clean Code, de Robert C. Martin. Entenda o contexto e o ecossistema Antes de começar, pesquise: Quais são os paradigmas principais (ex.: orientado a objetos, funcional, procedural)? Em quais cenários a linguagem se destaca? Qual é a proposta de valor dessa linguagem na prática do desenvolvimento? Ter clareza sobre isso evita te…  ( 5 min )
    Data Manipulation with a`transformArray` Function
    Hey fellow developers! Ever found yourself needing to group, filter, and aggregate array data in a specific way? Maybe you want to calculate the average price of in-stock items per category, or count the number of active users based on some criteria. If you've been writing repetitive filter, reduce, and looping logic, I've got something that might just become your new best friend: a versatile transformArray function. Let's dive in and see how it can supercharge your data wrangling! Imagine you have an array of product objects like this: const input = [ { id: 1, category: 'electronics', price: 500, inStock: true }, { id: 2, category: 'books', price: 200, inStock: true }, { id: 3, category: 'electronics', price: 1500, inStock: false }, { id: 4, category: 'books', price: 350, inSt…  ( 5 min )
    Why Use-After-Free Occurs with Rust's Thread Safety and Pointers?
    When working with Rust, one of the most significant challenges developers face is understanding how ownership and borrowing interact with threading and memory safety. This article explores a typical pattern when passing pointers to data structures across threads in Rust, particularly in the context of random number generation. We'll analyze a common issue related to use-after-free errors that can arise when implementing parallel processing with threads in Rust, and then provide a clear, step-by-step solution. Understanding the Use-After-Free Issue In your provided code, the primary concern arises from how Rust manages memory and ownership. In Rust, the compiler uses a borrow checker to ensure that references do not outlive the data they point to. When rng is dropped at the end of the main …  ( 5 min )
    Popular Video AI Models Every Developer Should Know
    Ever wondered how Netflix recommends the perfect movie trailer, how security cameras detect unusual activity, or how sports broadcasters create instant highlights? The secret lies in Video AI models. Video AI models enable automated analysis of complex visual data in real-time, enhancing efficiency, accuracy, and decision-making across sports analytics, surveillance, and content creation. With the explosion of video content (~500 hours of video are uploaded to YouTube every minute), video-centric AI applications are more critical than ever. These applications become possible only due to the underlying AI models allowing machines to analyze, interpret, and even predict events from videos. Video AI models enable advanced tasks like object detection, action recognition, and semantic segmenta…  ( 10 min )
    Security news weekly round-up - 9th May 2025
    The two prevalent cybersecurity threats that internet users face do not appear to be going anywhere soon. If you're an active reader of this series, you already know what they are; malware and phishing. When you think we're going to have a break, you read another news of another discovery, probably where you least expect it. Also, we thought we knew how to detect deepfakes because they could not mimic heartbeats. Now, based on recent research, it turns out that we were wrong. In other news, today is exactly 5 years since I started this series. Do you want to give me a shout-out? Kindly leave them in the comments section. Thank you. With that out of the way, let's begin. Deepfakes Now Outsmarting Detection By Mimicking Heartbeats Deepfakes can lead to heavy financial losses. That's why yo…  ( 14 min )
    Google A2A Protocol : Kafka Messaging Agent
    Integrating Google's A2A Protocol with Apache Kafka This project demonstrates the integration of Google's Agent-to-Agent (A2A) protocol with Apache Kafka using Spring Boot. The A2A protocol, developed by Google, enables seamless communication and task delegation between different AI agents. When combined with Kafka's robust messaging capabilities, it creates a powerful system for distributed task processing. A2AJava is java based implementation of Agent-to-Agent (A2A) protocol , it allows java based AI agents to: Discover each other's capabilities Delegate tasks between agents Track task progress and completion Handle complex workflows across distributed systems 👉Code for a2ajava is here This implementation showcases how to: Receive messages from Kafka topics Convert these messages int…  ( 6 min )
    Conquer the Subarray Sum: Sliding Window vs. Brute Force
    Hello everyone! Ever wrestled with finding the smallest contiguous subarray within an array that sums up to a given target? It's a classic problem, and today we'll explore two contrasting approaches in JavaScript: the elegant sliding window and the straightforward brute force. Let's dive in! Given an array of positive integers nums and a target integer target, our mission is to find the smallest contiguous subarray whose elements sum up to be greater than or equal to the target. If no such subarray exists, we return 0 (or some other indicator). The most intuitive approach is to consider all possible subarrays. We can achieve this using nested loops: The outer loop iterates through all possible starting indices i from 0 to n-1 (where n is the length of the array). The inner loop iterates …  ( 4 min )
    Google A2A protocol : Log Monitoring Agent
    Understanding Google A2A Protocol and Intelligent Log Processing What is Google A2A Protocol? Google A2A (Agent-to-Agent) protocol is an innovative approach to building agent-based systems that enables seamless communication and task delegation between autonomous AI agents. In the context of log processing, We can utilize A2A protocol to provide a structured way for different specialized agents to collaborate in handling various types of log events. Key features of A2A protocol for log monitoring: Asynchronous Communication: Agents can send and receive tasks without blocking Task-Based Architecture: Work is encapsulated in well-defined tasks Intelligent Routing: Tasks are automatically routed to appropriate specialized agents Stateful Processing: Tasks maintain state and conte…  ( 4 min )
    AI Code Generators & Tools That Speed Up App Development
    The software development landscape has transformed dramatically with the emergence of AI-powered code generators and development tools. Today's developers can achieve in hours what once took days or weeks, thanks to intelligent assistants that understand natural language, generate functional code, and help debug applications with remarkable precision. Gone are the days when writing code meant typing every character by hand. Modern AI tools now serve as intelligent collaborators, helping developers across all experience levels build applications faster and with fewer errors. These AI-powered systems learn from vast code repositories, understanding patterns, best practices, and programming languages to generate appropriate snippets or even entire functions based on simple descriptions. The r…  ( 6 min )
    Lessons from Building a Full Invoice App for the Price of a Netflix Subscription
    Like a lot of devs, I built a side project that scratched a personal itch: an invoice generator. But instead of going full SaaS startup mode, I treated it as a challenge—build something clean, useful, and fast, with a real login system, server-side PDF generation, and as little overhead as possible. The result is InvoiceDen, a React-based web app hosted on Cloudflare Pages, with backend functionality on an EC2 instance, all for about $8/month. Here’s what I learned architecting it on a shoestring budget — and how you can do something similar without spinning up Kubernetes or draining your wallet. The app is split into a classic frontend + backend setup, but optimized for cost and simplicity. Frontend: React app hosted on Cloudflare Pages Static deploys, global CDN, zero dollars Backend: Sm…  ( 5 min )
    The Real Reason Cloud Costs Spike After Deployment (And How to Stop It)
    It’s a common story: a team launches their application to the cloud, celebrates the deployment and then, weeks later, is shocked by a ballooning cloud bill. What started as a low-cost, high-efficiency architecture suddenly feels bloated and unpredictable. The truth is, most cloud cost spikes don’t come from initial deployments, they come from what happens after. And if you don’t have visibility or automation in place, it’s easy to lose control. Here’s what’s really driving those post-deployment cloud cost spikes and what you can do to stop them with the help of Kuberns. Idle resources that never got turned off After deployment, environments like staging, dev, or feature branches are often left running. Temporary services that were only meant for testing remain active, silently consuming…  ( 4 min )
    A Stargazer’s Guide to New Light Pollution Map[2025]
    Hey, fellow stargazers and tech enthusiasts! If you’ve ever tried to spot the Milky Way only to be drowned out by city lights, I’ve got a tool you’ll love: Light Pollution Map. This slick web app is a must-have for anyone passionate about astronomy or astrophotography. Built with a clean interface and powered by solid data, it helps you find the darkest skies for epic stargazing sessions. Let’s dive into what makes it awesome and why it’s a game-changer for coders and skywatchers alike. Light Pollution Map 2025 is an interactive web app that maps global light pollution using NOAA’s VIIRS satellite data and the 2015 World Atlas. It’s like Google Maps for stargazers, showing you where to find dark skies based on the Bortle Scale (Class 1 for pristine darkness, Class 9 for city-level light p…  ( 4 min )
    TEST
    `StopScript() { BUY_condition() { SELL_condition() { longPosition:= 0 if(BUY_condition() && longPosition 1) { if(shortPosition = 1) { click(point.a) shortPosition:= 0 click(point.c) } else { click(point.a) longPosition := 1 click(point.c) } } else if(SELL_condition() && shortPosition 1 ) { if(longPosition = 1) { click(point.b) longPosition := 0 click(point.c) } else { click(point.b) shortPosition := 1 click(point.c) } } }`  ( 3 min )
    How to Extract Base64 String Using Perl Regex Pattern?
    In this blog post, we will tackle the problem of extracting a Base64 string from a URI in Perl. Specifically, we want to retrieve the segment that comes after the /view/ part of the URL and before a numeric identifier. Using regular expressions in Perl is a powerful way to match and extract required content from strings easily. Understanding the Problem You have a URI that looks like this: my $uri = "https://example.com/entry/#/view/TCMaftR7cPYyC3q61TnI6_Mx8PwDTsnVyo9Z6nsXHDRzrN5ftuXxHN7NvIGK34-z/366792786/aHR0cHM6Ly9lcGwuaXJpY2EuZ292LmlyL0ltZWlBZnRlclJlZ2lzdGVyP2ltZWk9MzU5NzQ0MzkxMDc2Mjg4"; From this string, you mentioned needing to extract the Base64 string: TCMaftR7cPYyC3q61TnI6_Mx8PwDTsnVyo9Z6nsXHDRzrN5ftuXxHN7NvIGK34-z You want to isolate this part using a regex that captures only t…  ( 4 min )
    Lagoon v2.25: Enhanced Infrastructure Security and Performance Optimization
    This release of Lagoon focuses on infrastructure security, performance improvements, and enhanced insights capabilities while streamlining the platform's feature set to ensure operational reliability. Security and Infrastructure Enhancements Broker Service TLS Support The Lagoon Core broker service now offers optional TLS encryption All Lagoon Remote services have been updated to support TLS when configured This strengthens the security posture for inter-service communication TLS may become enabled by default in future releases Deployment Improvements Fixed a race condition that could trigger duplicate deployment notifications Extended multiple docker host support to improve build load distribution Prevented build cache invalidation across deployments These improvements enhance rel…  ( 3 min )
    WordPress Won't Save Your SEO
    I recently tried out 5 CMS platforms to use for our blog on sliplane.io and wrote a short section about why I did not like WordPress. Mainly that it’s bloated and plugin-heavy. Some people immediately started firing at me, telling me SEO would be "whack" if I used anything else... as if SEO was a feature toggle in WordPress. But let’s be clear about something: Google doesn’t rank your site based on your CMS! Google doesn’t care if you’re using WordPress, Webflow, Drupal or your content is served from a Google Sheet. Google doesn’t have a CMS bias built in. It doesn’t know how "clean" your CMS feels or cares about how many Yoast plugins you’ve installed. It only sees data. Numbers. Metrics. That's it. Here’s what Google can measure: Page speed – how fast your site loads. Mobile usability …  ( 4 min )
    5 Reasons Why Some Junior Developers Never Become Seniors
    Becoming a senior developer isn’t just about years of experience—it's about how you grow, think, and adapt. Unfortunately, not every junior developer makes it to the senior level. In this post, I’ll break down five common reasons why that growth sometimes stalls. You risk becoming outdated if you’re not actively learning new frameworks, languages, or patterns. Reading documentation, experimenting with side projects, and staying curious are essential habits. Seniors don’t stop learning—they learn faster and more strategically. Tip: Allocate a few hours each week to explore something new, even if it's outside your current stack. It’s one thing to write code that works—it’s another to understand why it works and how it can be improved. Junior developers who always reach for Stack Overflow bef…  ( 4 min )
    The Ultimate AI Experiment: When LLMs Play the Danganronpa Killing Game (Part 2)
    In Part 1, we talked about why we threw AIs into the wild world of Danganronpa – we wanted AI game characters that are actually interesting! We saw AI agents scheme, accuse, and fight for their virtual lives. Now, in Part 2, we get into the how: all the techy stuff like architecture, data management, and how we got these AIs to play together. Missed Part 1? Catch up here!! In Part 1, we whined about a big problem in gaming: even though AI is super smart now, a lot of game characters (NPCs) are still kinda... blah. Predictable. Polite, but dull. They say their lines, give you quests, but rarely do anything surprising or get into the messy social stuff that makes games with real people so fun. Our crazy idea? The Agentic Danganronpa Simulator. We took AI agents, gave each one the personality…  ( 21 min )
    The Ultimate AI Experiment: When LLMs Play the Danganronpa Killing Game (Part 1)
    Ever wondered what happens when super-smart AI isn't just a tool, but a player in a crazy game of lies, strategy, and survival? What if AI could truly act out complex characters, scheme against each other, and fight for their lives in a twisted social deduction game? This two-part series shows you how we built exactly that: an AI-powered Danganronpa simulator where the characters are anything but predictable. Play the game yourself! or check out the open-source code on GitHub! Let's be real: Large Language Models (LLMs) are doing some mind-blowing stuff lately – things that felt like pure sci-fi just a few years back! We've seen them crush super-complex games like Go, write surprisingly human-like text and code, and even run cool simulations. AI agents can now explore and conquer virtual w…  ( 10 min )
    GitHub Action CI/CD using UV Package Manager (requirements.txt not required)
    I was working in django backend project and wanted to setup github action using uv package manager because I have shifted from pip to uv. The default template of Django github action is using pip and need requirements.txt file. The problem is that after add new packages you have to add dependencies each time in requirements.txt file. uv solve this problem. But I did not find any blog that shows how to write the yml file only using uv. This blog solve this problem, enjoy!: name: Backend CI/CD Pipeline on: push: branches: [ "main" ] pull_request: branches: [ "main" ] jobs: build: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - name: Set up Python uses: actions/setup-python@v5 with: python-version-file: backend/.python-version - name: Install uv uses: astral-sh/setup-uv@v5 - name: Create virtual environment working-directory: ./backend run: uv venv .venv - name: Install dependencies with uv working-directory: ./backend run: uv sync - name: Run Django tests working-directory: ./backend run: uv run python manage.py test uv sync command install the dependencies using the uv.lock file you have to add uv run in every command related to django, because we are not activating the virtual environment  ( 3 min )
    💡 I Built a Simple "Project Ideas Generator" for Developers (HTML + Tailwind + JS)
    Hey devs! 👋 🎯 What It Does: Choose a tech stack like JavaScript, Python, AI/ML, etc. One click gives you a fresh project idea 💥 You can use it to practice, start portfolio projects, or even kick off a hackathon idea. 💻 GitHub Repo https://github.com/Andx-cyber/project-ideas-generator 🧠 Why I Made It 🛠️ Tech Stack TailwindCSS Vanilla JavaScript No backend. 100% browser-based and super light. 🚀 What's Next? Add more unique ideas by category Implement dark mode Add a save/share feature Maybe even let users submit their own project ideas 🙌 Let Me Know! Thanks for reading — Happy building! 🔧  ( 3 min )
    How to Enable MultiSubnetFailover for .NET Framework 4.0
    Introduction If you’re working on an older ASP.NET MVC project targeting .NET Framework 4.0, you may run into connection issues when migrating your SQL Server database infrastructure to an AlwaysOn Availability Group cluster. This article addresses commonly faced connection timeout issues and explores the support for the MultiSubnetFailover=True setting in your database connection string. Understanding the Connection Challenge When migrating to a new infrastructure setup, especially to an AlwaysOn Availability Group, connection stability is crucial. In your case, where about 50% of connection attempts are timing out, there are a few probable causes: DNS Resolution: Your application might be attempting to connect to the standby node, which is not active, causing timeouts. Connection String …  ( 5 min )
    Dockerize mutliple containers with compose
    Use case - what it solves So If you're familiar with docker containers so far (if not, read my previous two articles on this), When there's more than 1 container, and they have to interact, there's some things you have to repeat, like: pulling image & creating a container. allocate volumes, pass ENV args, etc to container have all containers running in same network . Now if there's 3,4,5,.. or more, it gets more hectic, see where this is going? Docker compose solves that, by "composing" up your containers config in a file type called "yaml" (its similar to json - a data format, usually for configs). You still have things like Dockerfile and concepts of containers are the same, its just the process that's simpler. A quick example of 3 containers rolling up using docker compose. So here's…  ( 4 min )
    WebUSB API for Direct USB Communication
    WebUSB API for Direct USB Communication: An Exhaustive Technical Guide Table of Contents Introduction Historical Context How WebUSB Works Supported USB Protocols Basic USB Device Communication Complex Data Transfers Interfacing with Human Interface Devices (HID) Comparison with Alternative Approaches Real-World Use Cases Performance Considerations and Optimization Strategies Potential Pitfalls and Advanced Debugging Techniques Conclusion References The WebUSB API represents a landmark in web technology that allows web applications to communicate directly with USB devices. This capability bridges the gap between web applications and hardware interactions, extending the utility of web applications beyond conventional data transactions. With an understanding of the WebUSB API, d…  ( 7 min )
    JavaScript Closures in Action: Solving Fibonacci with Memoization
    If you're learning JavaScript, you've likely come across closures — a concept that's easy to overlook but incredibly powerful. In this post, I'll break down closures using a real-world coding example: computing Fibonacci numbers with memoization. A closure is when a function remembers the variables from its lexical scope, even after the outer function has finished executing. In other words, inner functions can "close over" variables defined in an outer function — keeping them alive between calls. Let’s start with a simple (but inefficient) recursive Fibonacci implementation: function fib(n) { if (n <= 1) return n; return fib(n - 1) + fib(n - 2); } console.log(fib(10)); // 55 This works, but it's horribly inefficient for large n due to repeated calculations. Let’s use a closure to store previously computed Fibonacci numbers (aka memoization) and avoid redundant work. function createFibonacci() { const memo = {}; function fib(n) { if (n in memo) { return memo[n]; // Return cached result } if (n <= 1) { memo[n] = n; } else { memo[n] = fib(n - 1) + fib(n - 2); } return memo[n]; } return fib; } const fibonacci = createFibonacci(); console.log(fibonacci(10)); // 55 console.log(fibonacci(50)); // 12586269025 — much faster due to caching! memo is defined once inside createFibonacci() and persists across calls to fib() because of closure. Even after createFibonacci() has returned, the fib() function still remembers the memo object. This is the closure in action: the inner function keeps access to its outer scope. Closures allow us to: Preserve state across function calls without polluting the global scope. Create factory functions like createFibonacci() that generate self-contained logic. Enable powerful patterns like memoization, function factories, and data encapsulation. Closures aren't just theoretical — they’re a practical tool for writing clean, efficient JavaScript. Have any cool uses of closures? Drop them in the comments!  ( 3 min )
    Vanilla JS x Bibliotecas/Frameworks
    📦 O que é esse tal de Vanilla JS? Você já ouviu falar em Vanilla JS? Esse é o nome "chique" que usamos para nos referir ao JavaScript puro, sem bibliotecas, frameworks ou qualquer ferramenta extra que se baseie nele. Ou seja, quando falamos em Vanilla JS, estamos falando do JavaScript raiz, do jeitinho que ele sai do forno do navegador, pronto para ser usado sem nenhum tempero a mais. Mesmo sendo uma linguagem extremamente poderosa — utilizada tanto no Front-End quanto no Back-End — no front-end o Vanilla JS tem um papel essencial: manipular o DOM (Document Object Model). Mas… como isso funciona na prática? Chega mais! 👇 Olá! Clique function mudarTexto() { document.getElementById("mensagem").innerText = "Texto…  ( 6 min )
    This right here..... keep your AI generated stuff properly validated
    🚀Fixing AI Code with Model-Based Testing: A Developer's Tale Ankit Kumar ・ May 8 #ai #coding #testing #developer  ( 2 min )
    Beyond `omitempty`: Understanding `omitzero` in Go 1.24
    In Go version 1.24, the encoding/json package introduced the omitzero tag, making the behavior of ignoring zero-value fields more explicit and customizable. This article provides a detailed explanation of how to use the omitzero tag. omitzero Tag The omitzero tag is used to control which zero-value fields should be omitted when serializing Go objects into JSON. Unlike the omitempty tag, which omits empty-value fields, zero values and empty values, while similar, are not equivalent in Go. For example: For the time.Time type, the zero value is "0001-01-01T00:00:00Z", which is not considered an empty value. For a slice field like IntSlice []int, both [] and nil are considered empty values. omitzero Precise control: Explicitly omits zero-value fields, rather than empty-value fields. Cust…  ( 4 min )
    How to Start Foreground Service from BroadcastReceiver in Android 15?
    Introduction Are you experiencing issues with starting a foreground service from a BroadcastReceiver when handling phone calls in your Android application? This is a common challenge faced by developers, particularly after Android 15, which introduced new restrictions on starting foreground services directly from a background context. In this article, we will explore effective strategies to work around these restrictions and ensure your application can provide the necessary functionality, such as showing a floating view with caller information during phone calls. Understanding the Foreground Service Start Restriction Starting from Android 15 (API level 31), there are new limitations on using foreground services in certain contexts. The ForegroundServiceStartNotAllowedException occurs when …  ( 5 min )
    Burger sticker
    Check out this Pen I made!  ( 2 min )
    Open Source Sustainability Initiatives at Deutsche Telekom: Integrating Innovation and Sustainability
    Abstract: This post delivers an in-depth exploration of Deutsche Telekom’s commitment to open source as a driver of sustainability and innovation. We delve into the background, core concepts, and applications of open source technology in Deutsche Telekom’s strategic roadmap, highlighting collaborations with projects like OpenStack and Kubernetes, sustainable network infrastructures through SDN and NFV, and exciting future applications involving AI and IoT. Detailed tables, bullet lists, and structured sections provide clarity for both technical experts and SEO crawlers. For a deeper look at Deutsche Telekom’s original initiatives, visit the Original Article. The landscape of technology is evolving rapidly, and at the forefront is the open source movement, which fosters collaboration and a…  ( 8 min )
    This Week in Cloud: Community Edition
    AKA: The one where I didn’t break anything on purpose. This week was less about tinkering with new AWS services and more about turning the spotlight on the community side of cloud development. If you’ve been following along, you know I’ve spent the last few weeks deep in LocalStack. Testing services, simulating chaos, debugging stateful nightmares (good times!). But this week, I shifted gears. Instead of code, I focused on content and connection. The LocalStack community is incredibly helpful. People show up daily with questions, bug reports, and clever workarounds. It’s a support-driven space that works. But I’ve been noodling on a bigger goal: How do we turn a support community into a space for shared learning, storytelling, and collaboration? I don’t have the full answer yet, but I’ve s…  ( 4 min )
    Chat your website to life: The CMS, Reimagined
    "Why can't building a website feel as fast as drafting a tweet?" A tired founder stares at a blank landing page and thinks: "Code, hosting, SEO, deployment—why so many moving parts?" That frustration sparked Vilcos. Chapter 1 — Foundations Vilcos unites three modern stacks: Chainlit + Agno – a model-agnostic AI co-developer that edits HTML/CSS/JS on demand. Vite + Tailwind – hot-reload frontend workflow for instant feedback. Docker + Fly.io – global deployment in a single command. Workflow overview: # Modern installation (new!) npx create-vilcos-app my-website # Standard operations ./vilcos start # Live AI editing & preview ./vilcos publish # Static build & SEO post-processing ./vilcos deploy # Multi-stage Docker → Fly.io edge Get started in seconds with npx create-vilcos-app my-website and a polished black-themed template appears, ready for conversation-driven edits. Drag-and-drop builders limit creativity. Vilcos lets you talk to your site: Ask – "Add a pricing table with three tiers." See – Chainlit patches the code in seconds. Refine – "Switch to dark mode." Immediate. An embedded knowledge base keeps the AI grounded in your exact template files, avoiding hallucinations and ensuring output matches your site's existing structure. Docker compiles; Caddy serves; Fly.io distributes. Zero-config HTTPS and anycast IPs. Add a CNAME in Cloudflare, run fly deploy, and you're online worldwide in under a minute. Speed – Idea → live site in one sitting. Simplicity – One repo, one CLI, no CI pipeline gymnastics. Portability – Templates are plain files—take them anywhere. Flexibility – Works with any AI model that Agno supports. Accessibility – Install with a single command using the familiar npx pattern. Join the project, open a chat with Vilcos, and build something remarkable. Built with practical caffeine and a commitment to making the web faster to create.  ( 4 min )
    Curb Your Cynicism, Cultivate Curiosity
    The eye-roll isn’t a personality trait. It’s a warning sign. It starts as a harmless reflex. Someone drops a half-baked feature in sprint review, proudly demoing what amounts to a glorified loading spinner - and your brain whispers, “Seriously?” Another project dies on the vine, killed by the same meetings that birthed it, and you think, “Of course it did.” You’ve seen this show before. You know how it ends. Congratulations. You’ve unlocked senior cynicism. It feels like insight. Like armor. But it’s actually rust. And if you don’t watch it, it will eat straight through your usefulness. Cynicism is ego’s favorite disguise. It lets you feel smart without risking anything. If something fails, you “saw it coming.” If it works, you’re still right - just surprised. It’s the ultimate no-lose b…  ( 5 min )
    Why New York is a Hub for Website Design and Development
    New York City, often referred to as the Big Apple, is not just a cultural and financial center; it is also a thriving hub for website design and development. The city's unique blend of creativity, technology, and business acumen makes it an ideal location for companies and professionals in the digital space. In this article, we will explore the reasons why New York stands out as a leader in website design and development. The Creative Energy of New York A Melting Pot of Ideas New York is known for its diverse population, which brings together a wide range of perspectives and ideas. This diversity fosters creativity, making it an ideal environment for innovative web design. Designers and developers in New York are inspired by the city's art, culture, and dynamic lifestyle, whic…  ( 5 min )
    [Boost]
    Building Event-Driven Go applications with Azure Cosmos DB and Azure Functions Abhishek Gupta ・ Apr 25 #go #serverless #azure #database  ( 2 min )
    Day-20 of Learning!
    ⁠#100DaysofCode - [Day 20] I have started my web development journey today. Feeling excited to learn and implement! Learned about: Asking/answering questions properly Avoiding early reliance on AI The real journey of a web dev Completed 10% of The Odin Project – Foundations. Loving the text-based, beginner-friendly way of teaching.  ( 2 min )
    How to Use Reflection with Nested Structs in Go?
    Understanding Reflection in Go with Nested Structs Reflection is a powerful feature in Go that allows you to inspect and manipulate objects at runtime. In this blog post, we'll explore how to use reflection with nested structs and interfaces, specifically focusing on printing the contents of structs that implement a certain interface. We will fix the example provided, ensuring that our code dynamically recognizes interface implementations without explicitly mentioning the structs. The Problem with Your Reflection Code In your provided code, you are encountering an 'ErrUnhandledType' error when trying to directly recognize the PrintStr interface during iteration. This occurs because the Field(i).Interface() method retrieves the value of the struct, not the pointer that implements the PrintS…  ( 5 min )
    From Setup Hell to Dev Heaven: Why You Should Use Dotfiles
    I’m not the most careful person when it comes to laptops — or any device, really. At one of my former jobs, I ended up replacing my machine three times (not proud of it 💀). By the third round, I was already sick of going through the whole setup process again. That pain led me to discover something that changed my workflow for good: dotfiles. In this article, I’ll walk you through what dotfiles are, why they matter, how to version-control them, and how to back up and restore your full dev setup without the pain. Dotfiles are hidden configuration files on Unix-based systems (like macOS, Linux, or WSL). They store preferences for tools like your shell, text editor, terminal multiplexer, and more — allowing you to personalize your development environment. By version-controlling your dotfiles …  ( 6 min )
    LH2L: Servers 101 (Now 2x as basic!)
    Welcome to another installment in Learning How to Learn. For context, I am on a journey to teach myself backend. To do that, in addition to all of the technical knowledge, I also need to know how to learn and be a teacher. So today we will breach fundamental concepts in both areas: levels of understanding and servers. Lets start with levels of understanding. In the world of education, there is a helpful framework called "Bloom's Taxonomy" that breaks them down easily: Remembering Understanding Applying Analyzing Evaluating Creating This covers everyone from the newest student to the oldest expert. So if I have this goal to learn backend, my very next question is to what level should I be learning backend? Well my goal is ultimately to be employable, and the standard for employment…  ( 6 min )
    Getting Started with P5js
    Hello World So you want to make pictures with code? Perfect—p5.js is basically Processing’s JavaScript‑savvy little sibling, built for the browser and ridiculously easy to spin up. Drop one script tag, write a setup() and a draw(), and you’re already painting pixels. The library handles all the boring canvas plumbing, so you can jump straight to the fun bits -- random lines, kaleidoscopic color, even interactive sketches -- without wrestling a build system or a GPU API. In this post we’ll start from absolute zero: an index.html that pulls in the p5.js CDN, a bare‑bones script.js with createCanvas(), and a first “hello world” doodle driven by a sprinkle of randomness. If you’d rather poke around before we dive in, crack open the official docs at p5js.org or play in the Web Editor -- then …  ( 8 min )
    How to Fix Bootstrap Buttons for Expanding Forms Properly?
    Introduction Are you experiencing issues with Bootstrap buttons that don't behave as expected when expanding or collapsing comments within forms? You're not alone! This problem is commonly faced by developers who use Bootstrap's collapse functionality, especially when handling multiple forms on a single page. In this article, we will dive into why this issue occurs and provide a step-by-step solution to ensure that each button works exclusively within its respective form. Understanding the Problem The root of the issue lies in the way Bootstrap identifies collapse targets with class selectors. When you use a common class like multi-collapse for multiple buttons across different forms, Bootstrap mistakenly associates the collapse actions of the buttons with all elements sharing that class. …  ( 4 min )
    From Helpful to Hilariously Wrong: Inside LLM Hallucinations
    If you've ever asked ChatGPT or any AI tool a question and gotten a super confident—but totally wrong—answer, congratulations: you've just experienced an LLM hallucination. And no, it’s not a bug. It’s a feature… well, sort of. In this post, let’s break down what these hallucinations are, why they happen, and how folks are trying to fix them — without going full research paper on you. In humans, hallucinations mean seeing or hearing stuff that’s not there. For large language models (LLMs), it means making stuff up — facts, links, names, quotes, whatever. Sometimes it’s subtle (like getting a date wrong), other times it’s full-blown fiction (inventing research papers or claiming a celebrity starred in a movie they didn’t). And the worst part? The AI says it like it totally knows what it’s t…  ( 5 min )
    GitHub Sponsors and the Open Source Ecosystem: A Comprehensive Guide
    Abstract This comprehensive guide explores GitHub Sponsors and its role in sustaining the open source ecosystem. We delve into the evolution of open source funding, detail core concepts such as tiered sponsorship, blockchain integration, NFTs, and tokenization, and discuss practical use cases, challenges, and future trends. By blending technical insights with real-world examples and authoritative references like GitHub Sponsors and GitHub Sponsors Payout Process, this post aims to provide technical experts and enthusiasts with actionable strategies for leveraging innovative funding models to power open source development. Open source software has always thrived on collaboration, passion, and community support. However, sustainability remained a challenge until new funding models emerged.…  ( 9 min )
    Web Cache Deception Attacks
    Web Cache Deception is a vulnerability first described in 2017. It occurs when a caching system — such as a reverse proxy or CDN — can be tricked into caching sensitive, dynamic content that should only be delivered to authenticated users but ends up being publicly available. This is usually due to poorly thought-out or inconsistent configurations in how the cache interprets and stores different types of requests. Many caching systems have simple rules for deciding what can and cannot be cached. A common pattern is to only cache "static" files — such as those ending in .js, .css, .png, .ico, etc. The problem arises when the cache relies solely on the structure of the URL path to make this decision, ignoring the actual behavior of the server behind it. Imagine this: the caching system is in…  ( 4 min )
    🧠 Which tech career should you choose? This uses Amazon Q CLI to help you decide
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities RutaTech CLI is a command-line tool built with Node.js and Amazon Q CLI that helps users - especially students, career changers, and curious adults - explore paths in technology through a personalized, interactive experience. This tool transforms the question "What career in technology is right for me? into a conversation in the CLI. Users can: 📝 Take a quiz to identify skills. 🧩 Get AI-generated learning paths 💡 Find real opportunities (bootcamps, scholarships, jobs) ❤️ Discover inspiring stories from technology professionals 🤩 Explore interactive challenges 🤝 Match personal interests with relevant technology roles This isn't just a script - it's a smart, modular career companion o…  ( 4 min )
    Escaping the DOM with React Portals: Practical UI Rendering Techniques
    Modern web apps often include dynamic elements like modals, tooltips, dropdowns, and popovers. These UI components need to float above everything else, but positioning them correctly can get tricky, especially when they're deeply nested in the DOM. That’s where React Portals come in. React Portals let you render components outside the normal DOM hierarchy, making it easier to handle z-index, positioning, and layering—without complicating your component logic. In this guide, you’ll learn what React Portals are, why they matter, and how to use them to build cleaner, more flexible UIs. React Portals let you render a component outside its parent DOM node—perfect for things like modals or tooltips that need to break out of the usual layout, while still staying in the same React tree. You create…  ( 5 min )
    This is your go to guide for S3! Want to connect with me on LinkedIn? Here you go. http://linkedin.com/in/phanikumarkolla
    Amazon S3: Your Ultimate Guide to Infinite, Secure, and Cost-Effective Cloud Object Storage PHANI KUMAR KOLLA ・ May 7 #aws #s3 #cloudcomputing #webdev  ( 3 min )
    How to Declare Anonymous Types in C# Without Instances?
    Introduction In C#, anonymous types are useful for encapsulating a set of read-only properties into a single object without explicitly defining a class. However, developers often seek better ways to declare these types without relying on creating instances, which can lead to less readable and maintainable code. This article explores various methods and optimizes the solution for anonymous types in C# while avoiding hacky implementations. Understanding Anonymous Types in C# Anonymous types in C# allow you to create simple objects without creating a separate class definition. However, creating instances as seen in your initial example can appear convoluted and detracts from clarity and maintainability. The issue arises when developers need a type to be used across different scopes without re…  ( 4 min )
    Who Is Mirage? Crack the Terminal. Quack the Code.
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! A 90s-style terminal game where you explore, uncover hidden files, and slowly become the villain. You just need to know some basic Linux commands. A little experience helps, but you can use help to see all available commands, and there are hints provided along the way. Mirage OS <- play here game github url I’ve mentioned in my GitHub the prompt I used to set up the base for the game. While it’s not exactly the same, it’s pretty much accurate. Thank you, Amazon Q! prompt I really love Welcome to the Game 2 and its mechanics by Reflect Studios. I wanted to bring the dark web vibe into my game using Linux commands, but due to time constraints, I couldn’t fully execute it. Still, I took inspiration from how the user is drawn into the dark web, adapting it with terminal-based gameplay.  ( 3 min )
    Regex in java
    Regex : regex (short for regular Expression) is a way to search for specific patterns in text. for example: $ Java Regular Expresion are used through specific class in the java.util.regex packge. $ These classes use regex patterns they do not extends or inherit them. 1.Pattern - compiles the regex. pattern and Matcher class: Matcher class: Public final class Pattern extends object implements Serializable. Importans Note: Public final class Matcher extends Object. important notes: the class is compile() in static method.it is regex String compile,it pattern object chenge . matches() - full match find() - finds any match inside String. group() - returns matched part. 4.start() - start index of match. end() - End index of match.  ( 3 min )
    Exploring The Sandbox’s Role in Musk’s Metaverse Vision: A Deep Dive into Blockchain & NFT Innovation
    Abstract This post examines how The Sandbox—a leading blockchain-based virtual world—is positioned to support Elon Musk’s visionary metaverse ideas. By exploring the fundamentals of the metaverse, blockchain technology, NFTs, and decentralized platforms, we discuss The Sandbox’s key features, potential applications, challenges, and how emerging trends in technology pave the way for innovation in virtual economies. We also highlight real-world use cases and include supporting tables, bullet lists, and relevant links for further reading, ensuring a holistic and SEO-optimized overview. Digital disruption is accelerating at an unprecedented pace. With the convergence of blockchain technology, non-fungible tokens (NFTs), and next-generation virtual worlds, the traditional boundaries between re…  ( 9 min )
    AWS Databases Unlocked: Choosing the Right Engine for Your Application in 2025
    Ever felt that dizzying sensation looking at the AWS console, or trying to pick a database? "Should I use RDS? Or is DynamoDB better? What about Aurora? Or Redshift for this analytics thing?" If you've been there, you're in good company! Choosing the right database on AWS is a pivotal decision that can significantly impact your application's performance, scalability, cost-efficiency, and even your team's development velocity. With AWS offering a purpose-built database for virtually any workload, navigating this landscape can feel like finding a specific book in a colossal library. But fear not! This guide is your compass. Whether you're a cloud novice wondering where to start, or an experienced engineer looking to refine your database strategy, I'll demystify AWS's database services. I'll …  ( 12 min )
    Sharding vs. Partitioning
    If you're building anything beyond a toy application, you will hit scaling bottlenecks. When your database starts groaning under load, two architectural strategies emerge as lifelines: partitioning and sharding. But they're not interchangeable—misusing them can make your scaling problems worse. Let's break them down technically. Partitioning: Splitting Data Within a Single Database What it is: Partitioning (often called horizontal partitioning) divides a table into smaller segments within the same database instance, based on a partition key (e.g., user_id, date). How it works: Range Partitioning: Data split by value ranges (date = '2023-01-01'). List Partitioning: Explicit mappings (region IN ('east', 'west')). Hash Partitioning: A hash function distribut…  ( 4 min )
    How can I optimize a Go solution for maximum score problem?
    Introduction In this article, we will dive into an efficient Go solution for the problem of finding the maximum score from two sorted arrays. This problem can often be found on competitive programming platforms, including LeetCode. We'll discuss the approach of using two pointers to solve the problem efficiently. Additionally, we will explore some optimizations that you can implement to ensure your code handles large inputs without facing overflow issues. Why Do Overflow Issues Occur? When working with large datasets, especially in programming languages like Go, it’s crucial to choose the right variable types. In the context of this problem, overflowing can happen if the computed sums exceed the limits of the data type used. Here, we are already using int64, which should be sufficient for …  ( 4 min )
    What is a Large Language Model (LLM)? A Comprehensive Guide for Developers
    Introduction In the rapidly evolving field of artificial intelligence (AI), Large Language Models (LLMs) have emerged as powerful tools capable of understanding and generating human-like text. These models are transforming industries by enabling applications such as chatbots, content generation, and code assistance. This post delves into the fundamentals of LLMs, their architecture, applications, and how developers can leverage them in modern applications. A Large Language Model (LLM) is a type of AI model trained on vast amounts of textual data to understand, generate, and manipulate human language. LLMs are designed to perform a variety of natural language processing tasks, including: Translation Summarization Question answering Sentiment analysis These models are built upon deep learn…  ( 6 min )
    PocketBase + React Native
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    Share markdown: Vibe coding a tweet
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    "Building a Lightweight Blockchain in Go from Scratch"
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    Siemens: Embracing Blockchain for a Sustainable Future
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    * for Iterable Unpacking in a Python function
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    How to Create a Sliding Navbar for Mobile Responsiveness
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    How I Built A Secure, Anonymous Feedback Platform From Scratch
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    [Boost]
    Why Every Programmer Needs a Non Computer Hobby 🎯 Mahdi Jazini ・ May 5 #lifestyle #productivity #programming #mentalhealth  ( 2 min )
    Browser Compression Options 2025
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    How to Prevent Clang-Format from Merging Struct Declarations?
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    Misguided Prompts and Better Outcomes: Learning by Doing (Wrong)
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    How to Create an EditorFor Without a Label for 508 Compliance?
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    MCP en acción: integra datos del sistema en tus modelos generativos
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    Hands on MCP: Extending LLMs with Real-Time Data
    In 2025, the pace at which new concepts and features appear in the field of generative AI makes it feel like decades have passed since the launch of the first version of ChatGPT. However, it's been less than three years. In late 2024, Anthropic, the creators of Claude, released the Model Context Protocol (MCP) as open source. Although it initially went unnoticed, today it’s present in almost every article, tool, or feature related to generative AI. MCP is mentioned everywhere. MCP (Model Context Protocol) is an open-source specification developed by Anthropic. According to its official documentation, MCP acts like the “USB-C for AI”: a unified interface that allows language models to connect with external tools in a standardized way. The real advantage of MCP lies in standardization. Techn…  ( 5 min )
    How I Beat Procrastination on My Side Project
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    Convert DOCX to HTML in .NET with Cloud REST API
    Transforming Word (DOCX) documents into HTML within your .NET applications while maintaining structure and content quality is feasible using the GroupDocs.Conversion Cloud .NET SDK. This tool enables you to convert DOCX files into clean, web-ready HTML with just a few straightforward API calls. Whether you're building document viewers, content management systems, or web-based editors, this SDK offers the flexibility and performance necessary through a robust REST API. There’s no requirement for server-side MS Office or complicated setups. The SDK streamlines the DOCX to HTML conversion process with highly customizable options, ensuring that text, formatting, images, and styles are preserved exactly as you wish. Developers have complete control over the output structure, allowing them to pr…  ( 4 min )
    The Art of Negotiating Your Software Engineer Salary
    In these uncertain times, many tech professionals are exploring ways to secure their financial future amid layoffs, burnout, or a crowded job market. Salary negotiation offers a powerful chance to take control of your earning potential. Negotiating your salary goes beyond a simple chat. It’s a calculated move to unlock the full value you bring to the table. Too often, engineers miss out on thousands because they skip preparation or stumble over strategy. With a clear framework, you can shift that awkward back-and-forth into a confident, data-driven discussion rooted in your worth and impact. Your negotiation power starts with knowing exactly where you stand. Dive into platforms like Glassdoor, PayScale, and Stack Overflow’s Developer Survey to pin down salary ranges tailored to your role,…  ( 5 min )
    Neden “Vibe Coding”?
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    How to Fix Authorize Helper Issues in Ruby 3 with Pundit
    In Ruby on Rails applications, the Pundit gem is widely used for managing authorization through policies. Recently, many developers have encountered problems when transitioning from Ruby 2.7 to Ruby 3.x, particularly with the behavior of the authorize helper method. This article explores how to effectively resolve those issues related to namespaced policies in Ruby 3. Understanding the Issue The main challenge arises from changes in Ruby 3 regarding keyword arguments. Whereas in Ruby 2.7, using keyword arguments was fairly lenient, Ruby 3 introduced stricter rules. This impacts the Pundit authorize method, specifically when dealing with keyword arguments, as certain configurations are being ignored under the new language rules. For example, a common pattern involves overriding the authoriz…  ( 4 min )
    REST Easy: Building Bulletproof APIs with Go Fiber
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    From Code to Cash: Monetizing Python AI Agents ⚡
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    The Fastest Way to Earn Money in Tech (Master Guide)
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    How I Went From Sorting CVs to Building a Full AI-Powered SaaS With Zero Traditional Code
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    How to Secure Your Intranet with SSL: A Developer’s Guide
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    Security Rule Coding in Node-RED for Smart Fence Systems
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    How to Create a Translucent Loading Screen in SwiftUI?
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    🎨 Infinite Theming with Theme
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    Best Computer To Code in 2025
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    27 INSANE Dev Hacks You’ve Never Seen—Until Now! 🤯🚀
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    You Won't Believe These 27 Hacker Tricks That Still Work in 2025 😱💥
    What if I told you your toaster could be a hacker’s best friend? Or that a single line of code could hijack your entire operating system? Welcome to the dark art and elegant chaos of systems programming, exploitation, and weird programming tricks that make security researchers smirk and junior devs cry. 💻🔒 Below, we’ll walk through 27 real-world tactics, traps, and tradecraft moves—each paired with rich explanations, mind-bending code examples, and links for deep dives into each topic. Imagine letting users upload images, but they sneak in Python. What could go wrong? import os user_input = "__import__('os').system('rm -rf /')" eval(user_input) Scary, right? That’s Arbitrary Code Execution—and it's why sandboxing is a must. Hardcoded passwords, hidden admin routes… even kernel-level roo…  ( 6 min )
    Code Review: From Practice to AI Automation
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    How to Correctly Use BackgroundSubtractorMOG2 in C++?
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    Understanding HTTP Status Codes: Practical Insights for Developers
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    2D Overlay on 3D IFC BIM model
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    MCP vs Codium AI: Control Plane Coordination vs Automated Code Generation
    As artificial intelligence continues to reshape the software development landscape, tools like Model Context Protocol (MCP) and Codium AI (now Qodo) are carving out unique roles. While both are engineered to boost productivity and intelligence in development workflows, they function in fundamentally different ways and serve distinct purposes. Created by Anthropic, MCP is an open-source protocol designed to help AI agents communicate, share knowledge, and interact with external systems. Rather than focusing on code generation, MCP serves as a coordination layer that facilitates secure and intelligent collaboration between AI agents and the external world—such as tools, APIs, or cloud platforms. Key Features: Built on JSON-RPC 2.0 for standardized communication Enables multi-agent interactio…  ( 4 min )
    How to Start a Side Hustle and Build Passive Income
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    Papyrus Font Designer
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    Understanding MCP Servers: The Model Context Protocol Explained
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    Creating an AI Assistant for Technical Documentation – Part 1: Why and How I Started This Project
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    Tired of Managing EC2? Meet ECS, Fargate, and ECR
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    How Can I Handle Excessive Validator Errors in Angular Forms?
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    Criando um assistente com IA para documentação técnica – Parte 1: Por que e como comecei esse projeto?
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    In the business world, challenges are inevitable. Whether it's an internal operational issue or an external market disruption, companies must address these hurdles quickly and effectively. Two critical processes—Problem Solving and Decision Making—play pivotal roles in helping businesses tackle these challenges efficiently. Problem solving in business is the process of identifying a challenge, understanding its root causes, and developing potential solutions to address it. Effective problem solving enables businesses to navigate obstacles, optimize performance, and maintain operational flow. Problem Identification: Recognizing that a problem exists and understanding its implications on the organization. Root Cause Analysis: Investigating the underlying factors that contribute to the issue…  ( 4 min )
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    Integration testing tRPC and in memory MySQL database.
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    Automate Your Terraform Module Updates with Scalr & Dependabot
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    Why is it so difficult to paste my markdown code snippets here on Dev.to? This should change so I can write full posts.
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    Teaching Kids JavaScript: Making Websites Interactive! (Part 3 of Series)
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    ✅ CI/CD Penetration Testing Integration Checklist
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    Vibe Coding – The Revolution of Software Development or Just a Hype
    In the fast-paced world of software development, new buzzwords and trends are constantly emerging. One of the hottest current topics is something called Vibe Coding. But what’s behind this term that’s dividing opinions—praised by some as revolutionary, dismissed by others as “total garbage”? The term Vibe Coding was coined in February 2025 by computer scientist Andrej Karpathy, co-founder of OpenAI and former AI lead at Tesla. He described it as a conversation-based approach where spoken commands are used while an Artificial Intelligence (AI) generates the actual code. Karpathy himself said: It's not really coding - I just see things, say things, run things, and copy-paste things, and it mostly works. At its core, Vibe Coding describes a programming technique that relies entirely on AI to …  ( 5 min )
    Doctors often gaslight women with pelvic disorders and pain, study finds
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    Are you limiting your WordPress projects with just posts and pages? 🤔
    My latest article explores the power of WordPress Custom Post Types and how they can unlock more structured and efficient content management. Let's talk about extending WordPress's content capabilities! Read the full guide here: https://farhanali.me/delving-into-wordpress-post-types-beyond-posts-and-pages/  ( 3 min )
    Software Development: Art, Science, and Gardening
    "Is software developed or cultivated?" This question brings an intriguing perspective to the world of software development. When we write software, do we follow strict methods, or is it a creative, artistic process? And what does it mean to treat a software system like a garden? In the debate over whether software development is an art or a science, it quickly becomes clear how much our perspective shapes our thinking and approach. When we see software development as a science, we emphasize structured, reproducible processes and precise results created through clear rules. In science, we often seek the best, reproducible solution, based on data and analysis. In software development, this might mean relying on design patterns, algorithms, and a strict adherence to best practices that stream…  ( 5 min )
    HarmonyOS Next High Reliable Cross-device Task Scheduling Engine—Practical Memory and Resource Management Battle
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices.It is mainly used as a carrier of technology sharing and communication, and it is inevitable to miss mistakes. All colleagues are welcome to put forward valuable opinions and questions in order to make common progress.This article is original content, and any form of reprinting must indicate the source and original author. In Hongmeng Next's distributed system, task scheduling is like the air traffic control of an airport, which not only ensures efficient transfer of tasks, but also eliminates accidents such as "plane collisions".Based on the memory management characteristics of Cangjie language, we designed a "never leak" task scheduling engine…  ( 5 min )
    HarmonyOS Next Cangjie language memory and resource management black technology—GC and Try-With-Resources
    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices.It is mainly used as a carrier of technology sharing and communication, and it is inevitable to miss mistakes. All colleagues are welcome to put forward valuable opinions and questions in order to make common progress.This article is original content, and any form of reprinting must indicate the source and original author. Memory leaks are like garbage in the room. If left alone, it will eventually lead to congestion in the space.The Tracing GC (tracking garbage recycling) technology adopted by Cangjie is like a sweeping robot equipped with lidar, which can accurately identify and clean up the "garbage" in memory. Let’s first look at a classic c…  ( 5 min )
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    This article aims to deeply explore the technical details of Huawei HarmonyOS Next system and summarize them based on actual development practices.It is mainly used as a carrier of technology sharing and communication, and there are inevitably mistakes and omissions. All colleagues are welcome to put forward valuable opinions and questions in order to make common progress.This article is original content, and any form of reprinting must indicate the source and original author. If programming languages ​​are compared to natural languages, then dynamically typed languages ​​are like "handwritten shorthand", which are fast but prone to sloppy errors; while statically typed languages ​​are like "printed" and are standardized and rigorous, but they need to be typed in the early stage.As the cor…  ( 5 min )
    Understanding the HTML DOM: A Practical Guide for Beginners
    The HTML DOM (Document Object Model) is the programming interface for HTML and XML documents. It represents the page so that programs can change the document structure, style, and content. With the DOM, HTML elements become objects, and you can manipulate them using JavaScript. The DOM allows web developers to: Access and update the content of a webpage. Change styles and attributes dynamically. Add or remove HTML elements on the fly. Respond to user interactions like clicks, typing, or scrolling. When a browser loads a web page, it creates a DOM tree where every element, attribute, and piece of text becomes a node. Welcome This is a DOM example. is the root node. i…  ( 4 min )
    Stop Perfecting. Start Selling with React 🚀
    Take this as an GIFT 🎁: Build a Hyper-Simple Website and Charge $500+ And this: Launch Your First Downloadable in a Week (Without an Audience) GET A 50% DISCOUNT—EXCLUSIVELY AVAILABLE HERE! It costs less than your daily coffee. Also our new product: Turn $0 Research Papers into $297 Digital Products Just it, Enjoy the below article.... If you’re a React dev, chances are you’ve got a folder full of “side projects” collecting dust. Some are 90% done. Some are just a clever component. Some were meant to be the “next big thing.” And yet... you never shipped. Let’s fix that. Because here’s the deal: Your unused side project could become a \$1,000/month product — if you learn to think like a seller, not just a builder. In this article, we’re going to take your React skills and turn them…  ( 7 min )
    You’re a Developer, Not a Startup Simulator
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    The Magic of Python’s *args and **kwargs — Flexible Function Power
    You ever look at a few lines of code and think, "There has to be a cleaner way to write this"? That’s exactly how I felt the first time I saw this: temp = a a = b b = temp It’s basic. It works. But… it’s not Pythonic. In Python, we can swap variables like this: a, b = b, a Boom. No temp variables, no extra lines — just clean, readable code. It’s not just for swapping either. You can unpack multiple values in a single line: x, y, z = 1, 2, 3 Or pull values from a list/tuple: point = (10, 20) x, y = point ✨ Elegant: No need for temp variables. Efficient: Python handles the packing/unpacking for you. Readable: Easier to understand, especially when returning multiple values. Real-world use case: def get_bounds(values): return min(values), max(values) low, high = get_bounds([3, 7, …  ( 4 min )
    The Magic of Python’s *args and **kwargs — Flexible Function Power
    You ever look at a few lines of code and think, "There has to be a cleaner way to write this"? That’s exactly how I felt the first time I saw this: temp = a a = b b = temp It’s basic. It works. But… it’s not Pythonic. In Python, we can swap variables like this: a, b = b, a Boom. No temp variables, no extra lines — just clean, readable code. It’s not just for swapping either. You can unpack multiple values in a single line: x, y, z = 1, 2, 3 Or pull values from a list/tuple: point = (10, 20) x, y = point ✨ Elegant: No need for temp variables. Efficient: Python handles the packing/unpacking for you. Readable: Easier to understand, especially when returning multiple values. Real-world use case: def get_bounds(values): return min(values), max(values) low, high = get_bounds([3, 7, 1, 9]) Just make sure the number of variables matches the number of values — or Python will remind you, quickly. 😅 enumerate() & Anonymous Functions Want to level up your for loops too? I recently wrote about the moment I discovered enumerate() — a game-changer when looping with indices: 📖 The Day I Discovered enumerate() in Python It's packed with tips on anonymous functions (lambda) too. 💬 Got your own Python ninja tricks? #python #cleanCode #devto #beginners #oneliners #enumerate #pythontips #tupleunpacking #lambda #coding  ( 3 min )
    Understanding the A2A Protocol: A Beginner's Guide to Agent-to-Agent Communication
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    Programmers will be programmers..
    A post by Yejju Sathya Sai  ( 2 min )
    Why does my Windows Form app close on menu click in .NET 8?
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    A Call to Action for the XRPL Community: Why We Must Veto Amendments
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    Twitter Polls: Creative Ways to Connect with Your Audience in Real Time
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    What is JSON?
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    Is the database setup for small project development too complicated?
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    REST Is Easy Until It Isn’t. Modern API Paradigms Explained
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    Hologram Live Stream Booking Feature Integration on Web3
    Web3 community Join the Social media community on block chain web3 live streaming platform, and be a part of future, performing your music song online to ALL clubs worldwide, earn, be a part of the next level in the music industry. Join the fist,"Hologram Live Stream Services". Allows users to book their favorite artists or DJs for live hologram performances at clubs worldwide. This integration leverages blockchain technology to streamline booking, payments, and logistics while ensuring content ownership and trust through NFTs and smart contracts.  ( 3 min )
    I've been using Docker and specifically Docker Compose for about a decade now. It's always frustrated me that it's not easier to deploy a scalable configuration from a Docker Compose file. I'm very excited about all these, though I'm biased for Defang ;)
    10 Cheap Ways to Deploy Docker Containers in 2025 Toki ・ May 8 #docker #devops #cloudcomputing #ai  ( 3 min )
    Data Structures Tutorial: A Complete Guide for Beginners
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    How to Shift Associated Data After Filtering an Array in JavaScript?
    When working with arrays and their associated data, it's common to encounter situations where some elements need to be filtered out. In this article, we will tackle an issue where you need to shift the associated data recorded with each array element back into their correct positions after the filtering process. Let's explore how we can achieve this effectively. Understanding the Problem If you have a data structure where elements are associated with specific metadata, filtering the array can disrupt the connection between the data and the elements. For example, in your scenario, you have an original array: const originalArray = [ 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j' ]; When filtered with a condition, such as removing certain values, the remaining elements no longer align with…  ( 4 min )
    Drexel Bench
    *Preview* Introducing Drexel Bench, a smart IoT-powered seat occupancy tracking system developed using the ESP32 microcontroller to showcase my expertise in embedded systems, real-time data processing, and full-stack integration. This project utilizes an ultrasonic sensor to detect the presence of a user within a configurable distance range (e.g., 75 cm). If a user remains seated for more than 30 seconds, the system activates a 15-minute countdown, displayed on a 1602 LCD module, and lights up a connected LED to visually signal that the seat is occupied. The LED turns off when the timer ends or the seat is unoccupied for 3 continuous minutes. What sets this system apart is its Wi-Fi integration. Upon detecting occupancy or vacancy, the ESP32 sends status updates (occupied or free) via HTTP to a connected web application. The web dashboard dynamically switches between two images — a green layout for free seating and a red overlay for occupied — offering users a clear, real-time visual of availability. This project highlights my capabilities in sensor integration, timer logic, ESP32 Wi-Fi programming, and frontend/backend interaction, making it a practical demonstration of end-to-end IoT development. Whether for smart campuses or waiting areas, this system delivers real-world utility through modern, scalable technology.  ( 3 min )
    Java: Inheritance, Method Overrides, and Polymorphism.
    Hey everyone! In my previous post, I covered encapsulation, getters and setters, access modifiers. Now let's move on to the following fundamental concepts of object-oriented programming: inheritance, method overrides, and polymorphism. Definitions: A class that is derived from another class is called a subclass (also a derived class, extended class, or child class). The class from which the subclass is derived is called a superclass (also a base class or a parent class). The idea of inheritance is simple but powerful: When you want to create a new class and there is already a class that includes some of the code that you want, you can derive your new class from the existing class. A subclass inherits all the members (fields, methods, and nested classes) from its superclass. Constructors ar…  ( 5 min )
    Git Tales: Part 2 - Demons in the Cloud
    Part 2 of 3 in Git Tales Series In the previous part of this series, we explored the haunting reality of sensitive secrets buried within Git repositories — lurking quietly, waiting to be discovered. This time, we dig deeper into the darkness. This is the tale of cloud credentials: specifically, AWS access keys and GCP service account keys — the demons that, when found, can open portals into your cloud infrastructure. This is not fiction. These were real credentials found in public GitHub repositories. The implications? Full access to critical cloud resources, with barely any barriers. AWS Access Keys are used to programmatically interact with AWS resources via the AWS CLI or SDKs. Deploying infrastructure via Terraform or CloudFormation Automating tasks e.g., S3 uploads, Lambda manageme…  ( 5 min )
    Master Routing in React with React Router — learn how client-side routing works, build nested and dynamic routes, and navigate programmatically using real-world examples and clear explanations.
    React Router Basics to Advanced (v6+) Rishabh Joshi ・ May 9 #react #webdev #router #javascript  ( 3 min )
    Fast refresh only works when a file only exports components. Why does this problem occur? And how do we solve it?
    This error occurs because React Fast Refresh, which powers hot reloading in React, requires that a file only exports React components to function correctly. If a file contains mixed exports, such as React components alongside non-component exports (like contexts, constants, or utility functions), it can confuse Fast Refresh and cause problems during live updates. React Fast Refresh identifies React components to efficiently reload and retain their state when you make code changes. If the file contains non-component exports, Fast Refresh cannot reliably determine which parts of the code should be treated as components, leading to this ESLint warning. import { createContext } from "react"; export const MyContext = createContext(); // Non-component export export default function MyComponent…  ( 4 min )
    Rarible’s Approach to Open Source Sustainability: A Deep Dive into Decentralized Innovation
    Abstract This post explores Rarible’s innovative use of open source principles to drive a sustainable digital ecosystem. We discuss how the decentralized NFT marketplace harnesses community contributions, transparent governance, and novel funding models to empower artists and creators. By examining the history, core concepts, applications, challenges, and future trends, we offer insights into how blockchain technology and open source collaboration are revolutionizing digital content creation. Key topics include open source licensing, DAO governance, financial sustainability, and environmental initiatives. Read the original article on Rarible’s Approach to Open Source Sustainability. The integration of blockchain technology in digital art and content monetization has sparked a major trans…  ( 8 min )
    How to Diagnose and Fix HTTP Client Leak in Go?
    Introduction If you are running a Go program that consistently increases in the number of goroutines and open file descriptors, but not in active network connections, you might be facing a potential leak with http.Client or http.Transport. In this article, we will explore how to diagnose this issue effectively and provide actionable steps to confirm whether these components are the source of the leaks. Understanding Goroutines and Leaks in Go The Go programming language utilizes goroutines for concurrent processing, which is lightweight and efficient. If you notice that the number of goroutines is increasing while active network connections are stable, it often signifies that they are not being managed or closed correctly. This can be caused by long-lived goroutines in the net/http package…  ( 5 min )
    Strategies for Handling Large-Scale Frontend Applications
    As frontend projects grow, maintaining scalability, performance, and team efficiency becomes increasingly difficult. Large-scale frontend applications, like those seen in enterprise or SaaS platforms, demand thoughtful architecture, robust tooling, and clear conventions. Here are battle-tested strategies to ensure your large frontend codebase remains sustainable and efficient: A clear folder structure and separation of concerns can drastically improve maintainability. Structure example: src/ ├── components/ ├── features/ ├── pages/ ├── hooks/ ├── services/ ├── utils/ ├── state/ ├── config/ Organize code by domain (feature-based) rather than type. This encourages encapsulation and modularity. Build atomic, reusable UI components. Tools like Storybook help document and visualize components …  ( 4 min )
    AWS KMS Customer Managed Key (CMK) for DB Integration
    Encryption keys are a important security aspect that is often overlooked or often pawned off to the cloud provider to manage. But more often than not we have a need for generating and self-managing these Encryption keys, that maybe due to multiple reasons, maybe to enable/disable rotation period, have full access to key metadata and logs (or perhaps the need to assert your dominance on AWS ;). So firstly how do these encryption keys work: When we create a key (CMK) in AWS it generates a 256-bit AES key in a FIPS 140-2 validated HSM. This key never leaves the HSM for security. Now when we want to encrypt any data AWS doesn't directly use the CMK for encyption as that would either have to be done in the secure environment or you have to expose the CMK to a insecure environment. So here com…  ( 4 min )
    You Are What You Eat: The Surprising Link Between Diet and Glowing Skin
    When it comes to achieving healthy, glowing skin, many of us instinctively reach for serums, creams, or that next trending skincare gadget. But what if the secret to a radiant complexion lies not in your bathroom cabinet, but on your plate? Emerging research and age-old wisdom both suggest that the food you eat plays a significant role in the health and appearance of your skin. So, can your diet really affect your skin? The short answer: absolutely. But the long answer is more nuanced—and fascinating. The Skin-Diet Connection: More Than Skin-Deep Let’s break down the science behind how certain foods can either nourish or sabotage your skin. 1. Sugar and High-Glycemic Foods: Wrinkles in the Making? Several studies have linked high-glycemic diets to acne flare-ups. These foods cause insulin …  ( 6 min )
    Scroll Upgrade, ERC-7930 & ERC-7828, Base Stage 1 Decentralization, AA Use Cases by Etherspot, Core Devs Call on Pectra & Fusaka
    We are welcoming you to our weekly digest! Here, we discuss the latest trends and advancements in account abstraction, chain abstraction and everything related, as well as bring some insights from Etherspot’s kitchen. The latest news we’ll cover: All Core Devs Call on Pectra, History Expiry & Fusaka Scroll Euclid Upgrade with 90% Lower Fees and 4x Throughput 5 Account Abstraction Use Cases by Etherspot with developer tips Ethereum to Standardize Cross-Chain Addresses with ERC-7930 & ERC-7828 Base Achieves Stage 1 Decentralization Please fasten your belts! Ethereum Foundation held an All Core Developers call to discuss the upcoming Pectra mainnet upgrade, the rollout of history expiry, and the finalized scope for the Fusaka hard fork. They also outlined the history expiry feature, which wi…  ( 6 min )
    React Router Basics to Advanced (v6+)
    What is ROUTING? Routing refers to the process of navigating between different pages or views in a single-page application (SPA) without reloading the entire page. It keeps the UI in sync with the current browser URL. Allows us to build Single Page Applications (SPA). React apps are SPAs, meaning there's only one HTML file (index.html), but multiple views (pages) that users can navigate to. Routing helps manage these views by matching the URL to the correct component. It enables client-side navigation without full-page reloads, allowing users to move smoothly between URLs like /home, /about, or /contact, each displaying different components. React doesn’t have built-in routing, so we use a library like React Router (react-router-dom) for handling routing. A Single Page Application (SPA) …  ( 8 min )
    zkJSON Litepaper v1.0
    original: zkJSON Litepaper v1.0 zkJSON makes any arbitrary JSON data provable with zero knowledge proof, and makes them verifiable both offchain and onchain (blockchain). EVM blockchains like Ethereum will get a hyper scalable NoSQL database extension whereby off-chain JSON data are directly queriable from within Solidity smart contracts. Most offchain data on the web are represented in JSON format, and blockchains have been failing to connect with them efficiently for some critical reasons. Blockchains are not scalable to the web level There is no decentralized general-purpose database alternative to cloud databases The current decentralized database solutions are too domain-specific The current oracle / indexer solutions are limited to a great extent As a result, data on web2 (offchain)…  ( 17 min )
    Free vs Paid SSL Certificates: What's the Difference?
    Security and trust are both essential in the modern digital age. Using an SSL certificate to secure your website is essential, whatever the if you manage a large eCommerce platform or a personal blog. However, how do you choose the best option when there are so many available, both free and paid? To assist you in making an informed choice, we'll outline the main differences between free and premium SSL certificates in this article. Digital certificate called as an SSL certificate allows a web server and a browser to communicate securely. It guarantees that any information exchanged between the two stays confidential and safe from malicious actors. The padlock icon in the address bar and the "https://" prefix before the domain name are indicators that a website is using SSL. SSL certificate…  ( 6 min )
    Passkeys & Password Managers: Essential Guide for Relying Parties
    Read the full article here Why Relying Parties Should Care About Passkey and Password Manager Integration As passkeys quickly redefine secure authentication, relying parties (RPs), from SaaS startups to enterprise platforms, need to understand how password managers and passkey solutions interact. This integration is essential for boosting both security and user experience (UX), especially as platforms like Google Password Manager and Apple Passwords continue evolving. This guide offers software developers and product managers a clear overview of how to implement passkeys with password managers, what to watch out for, and why it matters for online security. How Password Managers Support Passkeys Modern password managers have adapted to handle passkeys, which are now stored, synced, and …  ( 4 min )
    🚀 Vonage Developer Newsletter, April 2025: Java SDK update, tech insights, and more
    Hi! There are plenty of exciting updates to share — important announcements, a collection of fresh blog articles, and a sneak peek at upcoming events you won’t want to miss. Stay tuned for all the latest happenings. The Vonage Developer Relations Team 💜 Announcing Vonage Java SDK v9.0.0 The Java SDK has undergone a massive overhaul, with 39K+ lines of updated code. This major release brings tons of improvements and some breaking changes due to refactorings. AND, we're now at 100% test coverage — just like our Kotlin SDK. Read more Post-Call Transcription by Vonage Is Now in Beta! Feedback Requested There’s no need for early access — everyone can use it now. Check out our sample app and share feedback in the #video-api channel on the Vonage Community Slack. Read more Getting Started With…  ( 4 min )
    ARJSON
    original: ARJSON ARJSON leverages bit-level optimizations to encode JSON at lightning speed while compressing data more efficiently than other self-contained JSON encoding/compression algorithms, such as MessagePack and CBOR. MessagePack generates the smallest encoded data sizes among existing self-contained JSON serialization formats. However, ARJSON outperforms MessagePack in 90% of cases with random data, with the remaining 10% yielding nearly identical sizes. More importantly, for structured data with repetitive patterns and duplicate values, ARJSON far surpasses MessagePack, achieving up to around 95% better compression rates (20x smaller in size). How could beating the current status quo even be possible at all, let alone by a wide margin? Bit-level optimization over traditional byte…  ( 11 min )
    Top Features of Dynamics 365 Field Service That Drive Technician Efficiency
    Introduction Field service isn't so simple anymore. It's not all about getting a body on the site anymore—it's about getting the right individual there, with the right equipment, at the right moment. Step forward, Dynamics 365 Field Service. It's created to get your technicians more efficient, your customers more satisfied, and your company wiser. Let's take a look at what's most critical in making all this occur. In essence, Dynamics 365 Field Service is an end-to-end Microsoft solution that enables organizations to provide on-site service to customers at their respective locations. It integrates automation of workflows, scheduling algorithms, and mobility to power technicians and optimize processes. Goodbye spreadsheets and whiteboards. With automated work order generation, work orders a…  ( 5 min )
    Why is my Ruby Dir.mkdir not creating a directory?
    Creating directories in Ruby can sometimes lead to confusion, especially when subdirectories are involved. If you've run the following code: Dir.mkdir("/Users/Luigi/Desktop/Survey_Final/Archived/Survey/test") unless File.exists?("/Users/Luigi/Desktop/Survey_Final/Archived/Survey/test") and encountered the error: No such file or directory - /Users/Luigi/Desktop/Survey_Final/Archived/Survey/test (Errno::ENOENT) You're not alone. Let's delve into why this happens and how to fix it. Understanding the Issue The Dir.mkdir method in Ruby is designed to create a single directory, not a full path. When you attempt to create a subdirectory without ensuring its parent directories exist, Ruby raises the Errno::ENOENT error. This means that the intermediate directories—here, Archived and Survey—don't…  ( 4 min )
    The Currency of Cyberwar: Understanding TENDER and Its Implications in a New Era of Conflict
    Abstract In our rapidly digitizing world, the lines between traditional warfare and cyber conflict are blurring. Digital currencies like TENDER are emerging as key players in financing and executing cyber operations. This post delves deep into TENDER’s role in modern cyber conflicts, providing historical context, outlining core features, and evaluating practical use cases. We will also discuss the challenges, potential limitations, and future trends in this evolving ecosystem. With insights drawn from cyberwarfare, blockchain technology, and open-source project funding, this article equips technical experts, policymakers, and enthusiasts with a comprehensive guide for navigating the new digital battleground. For further details on the topic, check out the original article. The rise of di…  ( 8 min )
    How should AI respond to uncertainty?
    A structural approach to ambiguous input, illustrated through a concept called VPS In my previous post, I introduced a concept called VPS (Virtual Personality Structure). It emerged from a question I kept returning to: What if the key to better AI dialogue isn't about mimicking personality—but about structuring how it behaves? In this article, I’d like to share a small piece of that idea—through a simple, hypothetical code snippet that illustrates one of its core components. When faced with an ambiguous question or emotionally complex input from a user, We may need a more structured way to assess how the system should behave. python if not_resolved(unknown): if can_resolve_immediately: respond_with_resolution() elif can_flag_as_non_critical: acknowledge_and_settle() elif can_return_later: defer_and_mark_spiral() else: hold_and_reflect() This snippet outlines a possible decision process for handling uncertainty. can_resolve_immediately: If the answer is clear, provide it directly. can_flag_as_non_critical: If it’s safe to leave the question unresolved, acknowledge it and move on. can_return_later: If it’s worth revisiting, defer the answer and mark it for later. otherwise: If none of the above applies, pause and reflect without rushing to respond. Rather than focusing solely on the content of a reply, this approach emphasizes the structure behind the decision. This isn’t about making AI more “gentle” or overly accommodating. why they choose a particular response at a particular moment. When behavior is left vague, interpretation falls entirely on the user. VPS isn’t a path to a “correct” answer. I'm not an engineer or an AI expert. Some parts of this perspective might miss certain technical nuances. If so, I’d genuinely appreciate any thoughts, corrections, or suggestions you’re willing to share.  ( 4 min )
    Build Dynamic Mock APIs Effortlessly with AutoAPI
    Build Dynamic APIs Effortlessly with AutoAPI 🚀 Introduction Are you tired of manually creating RESTful APIs for every new project? Do you wish there was a way to dynamically generate APIs based on your file structure? Look no further! AutoAPI is here to revolutionize the way you build and manage APIs. AutoAPI is a FastAPI-based project that dynamically generates RESTful Mock APIs based on the directory and file structure of a specified root directory. Whether you're prototyping, testing, or building a full-fledged application, AutoAPI simplifies the process of managing resources and records. In the fast-paced world of software development, time is of the essence. Developers often spend countless hours defining routes, managing resources, and handling CRUD operations. AutoAPI …  ( 4 min )
    WeaveDB Litepaper v0.1
    original: WeaveDB Litepaper v0.1 Blockchains are revolutionizing fintech with censorship-resistant and unstoppable networks with decentralization. But so far, their primary use cases are token transfers and their scalability is not even enough for mass financial adoption. However, the internet and the web are composed of data and web3 is an antithesis to centralized data silos beyond financial sectors. Blockchains, as of today, can never scale to the web level. Many have attempted to build a decentralized social network but failed to build fully decentralized ones. This is primarily due to the fact that a practical alternative to web2 cloud databases has not been possible by now. There have been many decentralized database projects, but all of them are domain-specific, such as blockchain i…  ( 16 min )
    What are the 5 types of AI agents?
    There are five types of AI agents according to their capabilities and decision-making procedures. Simple Reflex Agents respond according to the immediate percept following simple "if-then" rules with no memory. Model-based reflex Agents are more sophisticated, as they have an internal state that they use to remember previous occurrences to make more effective decisions. Goal-Based Agents are programmed to meet certain goals and make decisions based on the degree to which their actions advance them toward their goals. Utility-Based Agents push this one step further by judging actions on the basis of how well they maximize satisfaction or utility, rather than simply achieving a goal. Lastly, Learning Agents keep getting better and better over time by learning through experience, evolving to handle new situations, and improving their actions. These kinds of agents are the foundation of most AI systems in use today, ranging from chatbots and self-driving cars to recommendation systems.  ( 3 min )
    Top 5 AI tools DevOps Engineers must know in 2025 | TurtleCI
    Artificial Intelligence (AI) is not a magic wand for DevOps teams. Even with the best AI tools DevOps Engineers must know, success still depends on strategy and execution. In fact, in many cases, it can introduce more noise than clarity if misused. But when deployed strategically, the role of AI in DevOps and particularly in the CI/CD pipeline becomes a game-changer. AI can significantly improve productivity, enhance decision-making, and free up engineers to focus on more strategic and valuable work. In the full article, TurtleCI dive deep into the top 5 AI tools DevOps Engineers must know to optimize their workflows and stay ahead in an increasingly automated landscape. Top 5 AI tools DevOps Engineers must know to optimize benefit Their selection was based on the experienced adoption in t…  ( 5 min )
    👽 Alien Interview Simulator — Ace Your Next Intergalactic Tech Interview!
    ✨ Hey Fellow Devs! I’m thrilled to unveil my submission for the Amazon Q Developer "Quack The Code" Challenge, under the Exploring the Possibilities category. 🚀 Say hello to the Alien Interview Simulator, a retro-styled, sci-fi themed web app that lets you test your tech chops by facing off against alien interviewers. Whether you're into Full Stack, Cybersecurity, or Cloud wizardry — there's a domain here with your name on it! 🚀🔮 The Alien Interview Simulator lets users: Choose from 6 technical domains Complete a 2-round interview: Round 1: 5 Q&A questions Round 2: 2 coding challenges Get instant feedback and a final score Review past interviews in a detailed history section Domains Available: 🖥️ Full Stack 📱 App Development ☁️ Cloud & DevOps 🧪 Software Testing 🔐 Cybe…  ( 4 min )
    How to Debug WKWebView in iOS Without Upgrading Xcode?
    Introduction Debugging a webview can be quite a challenge, especially when you run into issues with your development environment. If you're using macOS Monterey and Xcode 14.2, but want to debug WKWebView content and find the 'inspectable' property unavailable, you're not alone. This article will address your concerns and provide practical guidance on how to resolve debugging issues without needing to upgrade your macOS or Xcode. Understanding WKWebView and Its Changes WKWebView is a powerful component used in iOS apps for displaying web content. Apple introduced new functionalities in its later versions, including the isInspectable property which allows web views to be inspected when connected to Safari's Web Inspector. However, if you are using Xcode 14.2, you may encounter a situation w…  ( 4 min )
    Voice bots - Audio feedback Loop Issue
    I'm working on a voice bot project and need to implement Voice Activity Detection (VAD) with a barge-in feature. The issue arises when the bot speaks and its output is picked up by the mic (since the mic is always on for VAD), causing a continuous feedback loop. I've tried third-party extensions like ElevenLabs, but none provided a solution. I also explored AEC, but there’s no foolproof solution. Even real-time solutions like WebRTC don’t work. Does anyone have a solution for this?  ( 3 min )
    OAuth grant type setup for Salesforce from Amazon AppFlow
    OAuth grant type setup for Salesforce from Amazon AppFlow - JSON Web Token (JWT) and Authorization code: This is the last blog of the three-part series on data transfer between Salesforce (Software-as-a-service) CRM and AWS using Amazon Appflow. In Part I, it was discussed an overview of Amazon AppFlow for data transfer from external CRM applications. It also covered sample flow configuration and cost considerations during configuring and executing the flows. In Part II, it was discussed about considerations and observations during data transfer between Salesforce (Software-as-a-service) CRM and AWS using Amazon Appflow This blog will cover in detail about JSON Web Token (JWT) setup and authorization code options for OAuth grant type: JSON Web Token (JWT): As discussed earlier, as per org…  ( 4 min )
    You’re Not Google, But You Can Still Hire Like Them — Here’s How Startups Can Attract Top Developers
    🚀 Hiring a software engineer as a startup founder? You don’t need FAANG money — you need clarity, culture, and good communication. Here’s a quick breakdown: Define exactly what you need built. Keep the hiring process lean and real-world focused. Communicate your mission clearly. Showcase your culture online. Offer value beyond salary: growth, ownership, and purpose You don’t need to outbid Google. You need to be the startup they believe in. 🔗 Read the full guide on Medium Let’s make hiring better — one meaningful developer at a time.  ( 3 min )
    Trading Competitions: Why Emotional Discipline Matters More Than Strategy
    The common perception of trading often revolves around technical analysis, algorithms, and advanced strategies. While these components are essential, they only represent part of the picture. Trading, particularly in competitive environments, also demands psychological resilience and emotional control. This becomes particularly evident in trading tournaments, where pressure, time limits, and direct competition create a behavioral environment that tests more than just market knowledge. Success in such scenarios is not determined solely by the depth of one's strategy, but by the ability to execute under stress. In trading competitions, participants aren't just battling the market—they're also contending with one another. Public leaderboards, predefined timelines, and fixed capital allocations…  ( 4 min )
    React or Next.js
    I’m building a web app for Restaurant Reservations which will have dedicated URLs and pages with rich text, heavy images, for each outlet. My main goal is to achieve faster webpage speed and performance, along with a strong user experience so that ad campaigns work well and we can retain the customer to book through us. I’m deciding between using React or Next.js, and I’d like to understand which one would be more suitable for me and why it would be better?  ( 3 min )
    Why obsidian wins the second brain war and notion just can’t keep up
    the markdown-powered beast that turned my cluttered mind into a structured wiki with backlinks and magic Section 1: introduction the brain fog problem Let’s be real for a sec most of us are drowning in digital clutter. You open Notion to “organize” your notes and suddenly spend 45 minutes tweaking page aesthetics like you’re designing a landing page for a failed SaaS. You try Craft and get distracted by the beautiful UI because it’s basically Apple Notes with a Gatsby filter. Capacities? Promising, but slow. And you still can’t remember where you wrote that idea about “building an indie dev SaaS for LLM-powered cats.” We’re knowledge workers in the age of information overload, and ironically, all our shiny productivity tools are making us feel… less productive. Here’s the core problem: the…  ( 13 min )
    6 Game-Changing Postman Alternatives That Will Revolutionize Your API Development in 2025
    Let's face it – we've all been there. You're in the middle of an API testing marathon, your team is growing, and suddenly you hit that dreaded Postman free plan limit. Whether it's the 3-API cap, the measly 25 collection runs per month, or the collaboration restrictions that only allow 3 team members, these barriers can bring your development workflow to a screeching halt. Postman has been the industry standard for years, but the API development landscape has evolved dramatically. Today's teams need tools that scale with their projects, offer robust collaboration features, and don't force you into premium plans just to handle basic workflows. In this deep dive, we'll explore seven powerful Postman alternatives that are changing the game for API development teams in 2025. And spoiler alert …  ( 8 min )
    Is Next.js falling off? why some devs are bailing, and what they’re building instead
    next.js was once the golden child of react frameworks. now? not so much. here’s why the hype is fading and what’s replacing it. Section 1: Intro the fall of a frontend darling Once upon a time, every React dev and their dog was shipping sites with Next.js. It was clean. It was fast. It made static generation cool again. You threw your .mdx files into a pages/ directory, ran next build, and went on with your life. Need some SSR? BoomgetServerSideProps() had your back. Need an image optimizer? Already built-in. Life was good. Then came the App Router. Then came React Server Components. Then came Middleware. Then came… existential dread. Suddenly, what used to be a dev-friendly framework started feeling like a PhD thesis in distributed systems. Next.js started promising everything, but del…  ( 10 min )
    Why devs are quitting aws and what they’re choosing instead
    The cloud giant isn’t invincible here’s why some engineers are ditching AWS for leaner, meaner setups Introduction: rage quitting the cloud boss battle If AWS were a video game boss, it would be the one with 27 different attack modes, a second health bar, and a $437 surprise invoice when you respawn. For years, Amazon Web Services was the obvious choice for developers powerful, scalable, and used by the big leagues. But now? A growing number of devs are hitting the eject button and exploring new terrain. This article isn’t a salty rant from someone who got burned by CloudWatch fees (okay, maybe a little). It’s a real look at how AWS, once the darling of cloud infrastructure, is becoming less attractive especially for indie hackers, startups, and lean dev teams. We’ll break down why develop…  ( 11 min )
    Unlocking Synergy: The Intersection of Blockchain and AI
    Abstract In today’s rapidly evolving digital landscape, the fusion of blockchain and artificial intelligence (AI) is catalyzing significant technological and industrial transformations. This post delves deep into the convergence of these two powerful technologies, exploring their history, core concepts, practical applications, challenges, and future innovations. From decentralized AI and smart contract automation to enhanced data security and transparency, we shed light on how blockchain and AI together redefine trust, efficiency, and reliability in sectors such as healthcare, finance, supply chain, and cybersecurity. This comprehensive guide is designed for technical experts, developers, and enthusiasts looking to harness the power of this digital synergy. The digital revolution is fuel…  ( 9 min )
    The Future of QA: Best AI Test Management Tools in 2025
    TL;DR: Top 3 Picks for AI Test Case Management Tools Short on time? Here is my quick pick for the top 3 AI Test Case Management tools in 2025: BrowserStack: With features to generate test cases from simple inputs with AI, you get the ability to execute web, mobile and regression tests on a real device stack. Paired with solid reporting and observability, you get a product that can handle any test management scenario. Qase: Offers a robust test case management tool with AI integrated features that is modern, customisable and extensible. Convert manual tests to automated with AI and integrate with custom reports for a comprehensive testing process. Testsigma: It offers a complete feature set for low-code test generation, management and execution; for web, mobile and API tests with a modern…  ( 11 min )
    🔐 AWS Code Pipeline Now Supports AWS Secrets Manager in Commands Action
    🔔 What’s New? AWS has announced that AWS Code Pipeline now supports using AWS Secrets Manager inside Commands actions! 💡 Why It Matters Before this update, developers often: Hardcoded secrets into buildspec.yml Stored sensitive values directly in environment variables Used workarounds to pull secrets via scripts This was risky and error-prone. Now, you can pass secrets securely and natively using Secrets Manager — no more secrets in plain text! ✅ Real-World Example: Use GitHub Token Securely Imagine you need to clone a private GitHub repo inside your pipeline. 🔐 Step 1: Store the GitHub token in AWS Secrets Manager Key: github-token ARN: arn:aws:secretsmanager:us-east-1:123456789012:secret:github-token-Abc123 ⚙️ Step 2: Reference the secret in your Code Pipeline YAML Actions: - Name: ClonePrivateRepo ActionTypeId: Category: Test Owner: AWS Provider: Commands Version: 1 Configuration: Commands: | echo "Cloning repo..." git clone https://git:$GITHUB_TOKEN@github.com/yourorg/private-repo.git EnvironmentVariables: - Name: GITHUB_TOKEN Type: SecretsManager Value: arn:aws:secretsmanager:us-east-1:123456789012:secret:github-token-Abc123 ✅ Your GitHub token is injected securely as $GITHUB_TOKEN without ever being exposed. 📌 Key Benefits 🔐 Improved security: No plaintext credentials in code ⚙️ Easier automation: Seamless secret injection in pipelines 📉 Reduced risk: Centralized and managed secret lifecycle 💬 Share Your Thoughts Have you tried using Secrets Manager with CodePipeline yet? Drop a comment below or share how you're securing secrets in your CI/CD pipelines. 👇  ( 3 min )
    C# Image Resizer Using ZeroMQ and Protobuf
    Following on from the previous post I decided to attempt to use protobuf rather than json to transmit the data between the producer and the consumers. The updated repo can be found [C# Image Resizer Using ZeroMQ and Protobuf].(https://github.com/deltastateonline/ImageProcessor/tree/Using-Protobuf) I found this starting point on using protobuf in c# from Fast and efficient data serialisation with Protocol buffers (protobuf) in .NET. The first step is to add the protobuf-net package then define a class for the Image data definition. This class definition is an exact duplicate of the original, but with the required protobuf annotations. using ProtoBuf; namespace Common { [ProtoContract] public class ImageDefProto { [ProtoMember(1)] public required string Id { get;…  ( 4 min )
    How to Optimize SQL Queries for Counting Data Efficiently?
    When it comes to working with SQL, optimizing queries for performance is a common concern, especially when dealing with large datasets. In this article, we’ll explore various methods to efficiently count data in SQL and shed light on why certain approaches may yield similar performance results. Let's dive into the question: How can we optimize SQL queries for counting values without sacrificing efficiency? Understanding the SQL Queries The sample SQL queries provided feature two different approaches to counting occurrences of values within a column—using the Sum function with a Case statement and the Count function with Group By. The first query: Select Sum(Case When Resposta.Tecla = 1 Then 1 Else 0 End) Valor1, Sum(Case When Resposta.Tecla = 2 Then 1 Else 0 End) Valor2, Sum(C…  ( 5 min )
    Hallucinations in AI: Scary or not?
    Hallucinations and AI: Scary or Not? Ayesha Shahzad ・ May 9 #ai #ethics #rag #machinelearning  ( 2 min )
    Common SSL Issues and How to Resolve Them
    It is necessary to regularly check that the SSL certificate on the site is properly configured to ensure the security of the site and the people who visit it. An SSL (Secure Sockets Layer) certificate will create a secured connection between the browser of the user and the website by encrypting the information being transmitted. Check SSL Certificate Here is a full breakdown of how to check your SSL and what some SSL ambiguities may mean. URL The first and easiest way to verify if an SSL certificate is active on a website is to check the URL. Websites with an SSL Certificate will have a URL that starts with "https://" instead of "http://". The "s" in "https" is simply an indication that the website is using Secure Sockets Layer (SSL) encryption as opposed to traditional http. This is a cle…  ( 5 min )
    What a ride as a solo engineer to €1M ARR!
    Signup here for the newsletter to get the weekly digest right into your inbox. Find the 10 highlighted links of weeklyfoo #83: The One-Person Framework in practice by Bram Jetten How I built a seven-figure business with Rails 🚀 Read it!, business, engineering How I Got Exploited At My First Startup by Jacob Bartlett 11 months in The Side Hustle From Hell 📰 Good to know, startups A weekly mind meld by James Stanier Writing to your team every week is a great way of building trust, calling out what's importantly, and letting people get to know you better. 📰 Good to know, leadership GSAP is now 100% FREE! by Cassie Evans, Jack Doyle Thanks to Webflow GSAP is now 100% FREE including ALL of the bonus plugins like SplitText, MorphSVG, and all the others that were exclusively available to Club GSAP members. 📰 Good to know, gsap mini-img-editor by MiNi Online webgl photo editor with effects, filters and cropping 🧰 Tools, images bhvr by Steve Simkins A monorepo template using Bun, Hono, Vite, and React 🧰 Tools, framework, bun, hono, vite, react Context7 by Upstash Up-to-date documentation for LLMs and AI code editors 🧰 Tools, docs, mcp, ai How to Stop People from Skipping Your Onboarding by Peter Ramsey Users land in your product, already confused. Not because your UX is broken—but because they skipped the onboarding copy you intentionally added. 🎨 Design, ux, onboarding Good vs Great Animations by Emil Kowalski This article is a collection of practical tips to help you go from good to great animations. 🎨 Design, design, animations Passport Photos by Max Siedentopf Not related to webdev at all, but it's a great photo series. 🤪 Fun, passport Want to read more? Check out the full article here. To sign up for the weekly newsletter, visit weeklyfoo.com.  ( 3 min )
    Solana at Web2 Speed: Real-Time Performance Without Fragmentation
    Blockchain performance remains a major hurdle for building real-time applications. Metrics like latency, throughput, and responsiveness determine whether a decentralized network can support use cases such as multiplayer games, financial services, or automated systems. Most blockchains are too slow for this. Bitcoin has a block time of 10 minutes and handles around 3 to 7 transactions per second [1][2]. Ethereum produces blocks roughly every 12 seconds and supports about 15 to 30 transactions per second [1][2]. Other networks fall in between: Cardano targets a 20-second block time, and Polkadot ranges from 6 to 12 seconds depending on network configuration [1]. Solana stands out as the fastest general-purpose blockchain today. It has an average block time of 400 milliseconds and can handle …  ( 10 min )
    Raising Block Limits on Solana: SIMD-0250 and Its Economic Effects
    SIMD-0250, a Solana Improvement Document (SIMD), proposes raising the network’s maximum block Compute Units (CUs) to 60 million. It builds on SIMD-0207, which proposes to raise the limit from 48 million to 50 million. The only change made in both proposals is to the Max Block Units. Other limits, like Max Writable Account Units, Max Vote Units, and Max Block Accounts Data Size Delta, stay the same. This means more room for non-vote transactions, which helps boost total transaction throughput. With more space in each block, the network can process more transactions per second. This helps reduce congestion and lowers the need for users to outbid each other on fees, especially during periods of high demand. For apps handling a high volume of transactions or those with small dollar values (lik…  ( 4 min )
    Managing Secure Boot Keys for Software on Ubuntu 24.04 LTS
    Secure Boot is a security feature that ensures your computer only boots with software trusted by the Original Equipment Manufacturer (OEM). It verifies the digital signatures of bootloaders and firmware, preventing unauthorized or malicious software from loading before the operating system. This helps protect against rootkits and other malware that could compromise the system early in the boot sequence. When using Secure Boot on Ubuntu 24.04 LTS, your system ensures that only trusted software is loaded during the boot process. Ubuntu's core components are signed by Canonical's key, which is recognized through a chain of trust established with the UEFI firmware. However, for third-party software, particularly drivers (like NVIDIA proprietary graphics drivers) or custom-compiled kernel modu…  ( 5 min )
    Building KARL-AI
    Hello Readers. It's day #12 of building an AI Model. 🚀🧑‍💻  ( 2 min )
    CR2032: The One Battery of Middle-Earth
    In the shadowed forges of Moria, where silicon veins pulse like the heartbeat of Arda, there exists a power unseen since the forging of the One Ring—the CR2032. Cast in the fires of Elven ingenuity and hardened by Dwarven resolve, this lithium coin cell commands the realms of gadgets with the subtlety of Galadriel’s light and the endurance of Gandalf’s staff. Let us journey through Middle-earth to unveil why this 3V titan reigns supreme. Chapter 1: The Forging of the CR2032 CR2032 is no mere Orcish trinket. Tempered in the Halls of Celebrimbor, it bears three Elven virtues: Narya’s Flame: 3V of pure lithium might, brighter than the Light of Eärendil. Why it shatters the dominion of lesser cells: Generic Coin Cells: Corrode like Isengard’s machinery under Saruman’s neglect. Chapter 2: The Fellowship of Applications The Mines of Moria (Smart Homes): CR2032s power temperature sensors that guard Hobbit holes from Smaug-level heatwaves. “No dragon shall scorch these halls!” The Ride of the Rohirrim (Automotive Tech): Nestled in Tesla tire sensors, they brave Kardashian-hot asphalt, steadier than Shadowfax’s gallop. The Shire’s Quiet Vigil (Medical Devices): Sustains glucose monitors with Hobbit-like loyalty, ensuring no “low battery” panic during second breakfast. The Tower of Orthanc (Apple AirTags): Even Saruman’s palantír would envy its tracking precision. Swap it quicker than Legolas nocks an arrow. The Three Rings of Power Vilya (Elven-King’s Ring): 225mAh capacity, lasting longer than the Third Age. The Shadow in the East Generic Cells: Leak like Shelob’s webs, corroding circuits into Orcish scrap. The Prophecy of the Fourth Age Graphene-Coated CR2032s: 500mAh capacity, outliving even Ents. Epilogue: The One Battery to Rule Them All References The Silmarillion of Lithium Chemistry (Elven Archives of Rivendell) The Lay of Leakage Currents (Dwarven Tome of Erebor) The Two Batteries: A Tale of CR2032 and Generic (Gondor Engineering Guild)  ( 4 min )
    List of AI Services Offered By AWS
    Complete Guide to AI on AWS in 2025 Overview of AWS AI Services Key AWS AI Services and Their Features Real-Time Use Cases Final Summary AWS AI Services are ideal for plug-and-play AI features. No ML expertise needed — easy API integration. Use them to reduce development time, cost, and complexity. Great for building smart, scalable, and innovative applicatio Venkat C S  ( 4 min )
    [Boost]
    How to Remove Productivity Blockers in Dev Teams Pratham naik for Teamcamp ・ May 9 #productivity #devops #webdev #opensource  ( 2 min )
    How to remove productivity blockers in Dev teams
    How to Remove Productivity Blockers in Dev Teams Pratham naik for Teamcamp ・ May 9 #productivity #devops #webdev #opensource  ( 2 min )
    Fresher's guide to Generative-AI
    What is Generative AI? Generative artificial intelligence (AI), also known as generative AI or GenAI, is a type of AI that can create new content like text, images, videos, music, and more. It can learn from data and generate new data instances, unlike traditional AI systems that follow predetermined rules. :::mermaid LLMs (Large Language Models) are a subset of GenAI that are designed to understand and generate human-like text. These generative AI models are trained on vast amounts of text data and use deep learning techniques to learn the patterns and structures of language. LLMs can perform a wide range of natural language processing tasks, such as text generation, translation, summarization, and question answering. :::mermaid examples of generative AI models: ChatGPT : A generative AI …  ( 4 min )
    How to Remove Productivity Blockers in Dev Teams
    Introduction Developer productivity is not just about writing code fast. It’s about keeping teams in flow, minimizing friction, and letting engineers focus on what matters. Yet, most dev teams face blockers: workflow bottlenecks, meeting overload, and communication breakdowns. These issues slow delivery, frustrate engineers, and hurt product quality. This guide lays out practical, real-world strategies to remove these blockers. We’ll cover how to eliminate workflow bottlenecks, reduce unnecessary meetings, and use asynchronous communication to keep your team focused and creative. Productivity blockers in software development stem from: Slow build and test cycles Unclear or inconsistent environments Excessive or poorly structured meetings Siloed or delayed feedback High cognitive load fr…  ( 6 min )
    How Do You Handle Multi-Cloud Deployments in a DevOps Pipeline?
    Hey Dev.to community, I’m currently working on a project that involves multi-cloud infrastructure, and I’m curious how others are managing multi-cloud deployments in their DevOps pipeline. What tools do you recommend for automating deployments across multiple cloud providers (AWS, Azure, GCP)? How do you manage infrastructure as code in a multi-cloud setup? Do you use Terraform, Ansible, or something else? Any best practices for monitoring and managing resources when using services from different clouds? I’d appreciate hearing your experiences, any pain points you’ve encountered, and how you’ve streamlined the process. Thanks in advance!  ( 3 min )
    How to Fix Routing Issues in Dioxus for Rust Projects
    Introduction If you're developing a project using Dioxus and encountering router-related issues, you're not alone. Many developers face challenges in navigating through routes in their applications. Particularly, when dealing with route navigation in components, like in your src/pages/home.rs, problems can arise if the router or the types are not properly referenced. In this article, we’ll explore the common causes of routing issues in Dioxus and provide clear steps to resolve them. Understanding the Routing Problem From your error message, it's evident that the Rust compiler is failing to recognize the Route type within the context of your HomePage component. This typically occurs due to a few reasons: Scope: The Route enum might not be in scope where you are trying to use it. Module Orga…  ( 4 min )
    Rethinking our tooling
    Most of apps nowadays expect a real time update. But there's a disconnect between the tooling and expectation. data is displayed as is to get new data, user has to refresh solution: rest api real time data is displayed user doesn't have to do anything to get real time data, just keep the tab open current solution: still rest api with polling ? and probably a sse and a websocket ? forget get / read request from rest api, and replace them all with get and subscribe ? a standardize schema of the api that can be created or implemented into any programming language, giving typesafety end to end lessen server burden, we just authenticate once (instead of every request on rest api) being able to see in real time how many clients are connected easier frontend integration, just connect UI into our realtime data no rethinking the same logic twice (ex: if user click a button, which data should get refreshed ?). New data get reflected automatically in UI.  ( 3 min )
    Avoiding Common Pitfalls: Deploying Node.js Backends to AWS Lambda with Docker & Serverless on macOS
    Avoiding Common Pitfalls: Deploying Node.js Backends to AWS Lambda with Docker & Serverless on macOS Deploying a Node.js (NestJS) backend to AWS Lambda using Docker and the Serverless Framework can be a smooth experience—if you know what to watch out for. On macOS, especially with Apple Silicon, there are unique challenges that can trip up even experienced developers. Here's a practical guide to the most common pitfalls and how to avoid them, based on real-world troubleshooting. Global Package Permissions: Never Use sudo with Serverless Pitfall: Installing Serverless Framework globally with sudo (sudo npm i -g serverless) can cause permission errors, making it impossible to update or remove packages later. Solution: Always install Serverless globally without sudo: npm install -g …  ( 4 min )
    Basics of Insurance Coverage Investigation
    An insurance coverage investigation is a fundamental step in the claims-handling process. When an insured party files a claim, the insurer must determine whether the loss is covered under the terms of the policy. An insurance coverage investigation is the process by which an insurance company evaluates whether a specific claim is valid under the terms and conditions of the policy. It involves a thorough examination of the policyholder’s coverage, the reported incident, and any exclusions or conditions that might affect the claim. The primary objectives of an insurance coverage investigation include: The coverage investigation process typically includes several essential steps: Policy Review The first step is reviewing the insurance policy itself. This includes: Policy declarations (limits…  ( 5 min )
    Much required
    Coding faster is not building better: A reflection for developers in the AI era Mr. Stone ・ Apr 29 #ai #softwaredevelopment #futureofwork #developers  ( 2 min )
    Who Is Leading the World in Artificial Intelligence in 2025?
    In this article, we break down the global leaders in AI, the driving factors behind their success, and what the future may hold for the balance of power in the tech world. The United States remains a top contender in 2025, thanks to its robust ecosystem of tech giants like Google DeepMind, Microsoft, OpenAI, Meta, and Amazon. American universities such as MIT and Stanford continue to lead in AI research, while Silicon Valley remains the hotbed of innovation. Major government initiatives like the National AI Research Resource (NAIRR) and funding for AI-driven defense systems have also kept the U.S. at the cutting edge. China has emerged as the most formidable competitor to the U.S. in 2025. The country has invested billions into AI through its "Next Generation Artificial Intelligence Develo…  ( 5 min )
    How to Correctly Read a Bash Array from a File
    Introduction In this guide, we'll tackle the challenge of reading an array from a file in Bash, addressing a common issue that many users face. You're not alone in feeling like this should be a simple task. Many people struggle with getting their array elements parsed correctly when reading from a file instead of declaring them directly in the script. We aim to clarify this process and help you resolve any issues you're experiencing. Understanding the Issue The core problem here arises from how Bash handles whitespace when reading from files and processing strings. When you attempt to read elements into an array using methods like command substitution or xargs, Bash separates values based on whitespace. This behavior can lead to unexpected results when your elements contain spaces, ultimat…  ( 5 min )
    MarketPulse AI: Real-Time Market Intelligence Agent
    This is a submission for the Bright Data AI Web Access Hackathon MarketPulse AI is an intelligent agent that provides real-time market intelligence for investors, traders, and financial analysts. By continuously monitoring financial news, social media sentiment, and market data across multiple sources, MarketPulse AI delivers actionable insights that help users make informed investment decisions. Unlike traditional market analysis tools that rely on static or delayed data, MarketPulse AI leverages Bright Data's infrastructure to access real-time information from across the web, ensuring users have the most current data available when making critical financial decisions. Real-Time Financial News Aggregation: Continuously monitors and extracts relevant information from major financial news…  ( 5 min )
    MarketPulse AI: Real-Time Market Intelligence Agent
    This is a submission for the Bright Data AI Web Access Hackathon MarketPulse AI is an intelligent agent that provides real-time market intelligence for investors, traders, and financial analysts. By continuously monitoring financial news, social media sentiment, and market data across multiple sources, MarketPulse AI delivers actionable insights that help users make informed investment decisions. Unlike traditional market analysis tools that rely on static or delayed data, MarketPulse AI leverages Bright Data's infrastructure to access real-time information from across the web, ensuring users have the most current data available when making critical financial decisions. Real-Time Financial News Aggregation: Continuously monitors and extracts relevant information from major financial news…  ( 5 min )
    Why Are Internal Properties Not Visible in DataGridView in C#?
    Understanding Access Modifiers in C# When working with C# classes, access modifiers play a crucial role in determining the visibility of class members. If you have noticed that not all properties of your class appear when binding to a DataGridView, this could likely be due to the chosen access modifiers. Access Modifiers Overview In C#, the most common access modifiers are: public: Accessible from any other code in the same assembly or another assembly that references it. internal: Accessible only within the same assembly. private: Accessible only within the containing class. protected: Accessible within its class and by derived class instances. When you declare properties as internal, they can only be accessed within the same assembly. The Scenario: Access Modifiers and Data Binding Let's…  ( 4 min )
    Rich Robot Behaviors from Interacting, Trusted LLMs - A Beginner's Guide
    Summary This paper explores using interconnected Large Language Models (LLMs) to control robots, focusing on ease of use, transparency, and safety. It introduces a system where multiple LLMs communicate using natural language, enabling humans to easily understand and modify robot behavior. The system incorporates blockchain technology to store and enforce rules, ensuring robots are aligned with human values. LLM (Large Language Model): A type of AI model trained on a massive amount of text data, capable of understanding and generating human-like text. ROS2 (Robot Operating System 2): A flexible framework for writing robot software. It provides tools and libraries for tasks like communication, perception, and control. VLM (Vision Language Model): An AI model that can understand and relate…  ( 7 min )
    Platform Engineering: The Next Evolution of DevOps Teams
    The way we build and manage software infrastructure is undergoing a massive shift. If you're still thinking in traditional DevOps terms, you might already be behind. Platform Engineering. Here's why it matters—and how you can prepare your teams to not just survive but thrive. Imagine giving your developers superpowers: standardized and reusable, delivered as a product. That’s platform engineering in a nutshell. It focuses on building internal platforms that simplify the software development lifecycle, letting devs focus on shipping features—not wrestling with infrastructure. DevOps promised collaboration between development and operations, but in many organizations: Developers are still overwhelmed by complex cloud setups. Ops teams are stretched too thin, firefighting instead of innova…  ( 4 min )
    Custom Hooks – useKeyPress
    Adding keyboard shortcuts to a web application not only improves the user experience, but also makes certain tasks much faster and more intuitive. The custom hook useKeyPress allows you to react to combinations like ⌘ + ArrowUp or single keys like F2, in a declarative and reusable way. A demo showing ⌘ + ArrowUp, ⌘ + ArrowDown, and F2 controlling a counter. This hook lets you: Listen to multiple key combinations from an array, like ["⌘ + ArrowUp", "F2"]. Receive the main key pressed as an argument (e.g., "ArrowUp", "F2"). Use a single handler function to manage multiple shortcuts easily with if or switch. import { useState } from "react"; import { useKeyPress } from "../core/hooks"; export const KeyPressComponent = () => { const [counter, setCounter] = useState(0); useKeyPress(["⌘ +…  ( 4 min )
    Can PostgreSQL Be a Search Engine? Yes, You Might Not Need Elasticsearch
    Leapcell: The Best of Serverless Web Hosting The inverted index originates from search engine technology and can be regarded as the cornerstone of search engines. Thanks to the inverted index technology, search engines can efficiently perform operations such as database searching and deletion. Before elaborating on the inverted index, we will first introduce the relevant forward index and compare the two. In a search engine, the forward table uses the document ID as the keyword, and the table records the position information of each word in the document. When searching, the system will scan the word information in each document in the table until all documents containing the query keyword are found. The structure of the forward table can be represented by the following box diagram: +------…  ( 12 min )
    How to Resolve PHP Segmentation Fault with ODBC and Access DB
    Introduction Connecting PHP to an Access database can sometimes lead to frustrating errors, such as segmentation faults, particularly when using PDO and ODBC. If you're encountering a segmentation fault while trying to connect to an Access DB on Ubuntu 24.04 with PHP 8.3, you’re not alone. In this article, we will explore why this issue occurs and provide you with actionable steps to troubleshoot and resolve it. Understanding the Segmentation Fault A segmentation fault typically occurs when a program tries to access a restricted area of memory. In the context of your setup—using PDO with ODBC to connect to an Access database—this can happen due to various reasons, such as: Incorrect ODBC driver settings Issues with PHP libraries or modules Mismatched configurations between PHP and the data…  ( 5 min )
    SEO Isn’t Just Keywords: Technical SEO Wins You Shouldn’t Ignore
    Think SEO is just about stuffing keywords and writing meta descriptions? That mindset is costing you rankings, traffic, and revenue. Today, Google is smarter than ever — and technical SEO can make or break your site’s visibility. Here are 5 technical SEO wins you absolutely can’t ignore if you want to outrank your competitors in 2025 and beyond: Your website speed isn’t just a “nice-to-have” — it’s a ranking factor. 🚀 Want to check how your site performs? 👉 Use Google PageSpeed Insights Try GTmetrix for detailed performance reports What to fix: Compress images (Use TinyPNG) Minify CSS & JavaScript Implement lazy loading Use a CDN like Cloudflare Here’s a quick example to defer offscreen images: If search engines c…  ( 4 min )
    🧒🐧 Linux for Kids: From Terminal Tetris to Bash Scripting – A Parent–Child Adventure
    "Wait… did your kid just open the terminal and run a script?" Yup. And they also beat me at bastet last night. 🎮 Step 1: The Game That Started It All – bastet 🛠️ Step 2: Hello, Bash Scripting! 💡 The “Wow” Moments 🔚 In a Nutshell 🎮 Step 1: The Game That Started It All – bastet Forget flashy graphics or touchscreens. My 10-year-old’s first deep dive into Linux wasn’t through Minecraft mods—it was with Bastard Tetris (bastet) on the command line. This isn’t your regular Tetris. It’s evil. It deliberately gives you the worst pieces possible, and watching my kid giggle every time the dreaded S-piece dropped again was pure joy. “This game is cheating!” “Exactly. Welcome to the terminal.” 🎉 It kind of looks like Candy Crush, my kid said, except it's all keyboard and no tapping. The falling…  ( 4 min )
    How Developers Can Build AI Tools Without a PhD
    AI isn't just for PhDs or data scientists anymore. Thanks to modern tools and APIs, any developer—including you—can build powerful AI applications with just JavaScript, Python, or whatever language you’re comfortable with. Whether you're building a chatbot, AI-powered assistant, content generator, or image analyzer, the entry barrier has never been lower. In this article, I’ll show you: Why you don’t need advanced math or ML theory The key tools and APIs you can use right now A step-by-step plan to build your first AI app A free resource to help you dive deeper 1. The Myth: You Need a PhD in AI to Build AI Let’s bust this first. You don’t need to understand backpropagation, stochastic gradient descent, or even how transformers work internally. If you're a software developer, you’re alrea…  ( 4 min )
    How To Create a Responsive Collapsible Sidebar Menu
    Collapsed Sidebar & Collapsed Side Panel How To, for Web Applications When a button is clicked, a 100% height sidebar will appear from the left edge of the webpage, squeezing gently the main document content rightwards, to about 250px. The sidebar has a close button that when clicked, it will retract into the left edge of the webpage gently; releasing the main document. This tutorial explains how to create that effect. The sidebar has a vertical menu, for which, in this project example, the menu consists of hyperlinks. The sidebar is responsive, in the sense that, when the height of the device screen is less than or equal to 450px, the menu list should move upwards, with smaller text. At the end of this tutorial, is the complete webpage code. The reader should copy the whole …  ( 11 min )
    Designing a Smart Home Control Panel with PX30 and LVGL / Qt5 on Linux Buildroot
    Designing a Smart Home Control Panel with PX30 and LVGL / Qt5 on Linux Buildroot Smart home control panels demand sleek UIs, quick boot times, and reliable performance under varying lighting conditions. Pairing the Rockchip PX30 with a Linux Buildroot stack — and rendering the GUI using either LVGL or Qt5 — offers a flexible, cost-effective solution for modern embedded devices. 👉 Learn more about our embedded boards here: https://www.rocktech.com.hk/embedded-single-board-computers/ The Rockchip PX30 is a quad-core Cortex-A35 processor that strikes a great balance between performance and power efficiency. For smart home environments, PX30 can handle multi-touch UIs, Wi-Fi communication, and real-time device control — all without active cooling. Key advantages: Quad-core Cortex-A35 @ 1.3…  ( 4 min )
    Data fetching in '/apps/[appName]' route in open source ACI.dev platform.
    In this article, we are going to review API layer in /apps/GITHUB route in ACI.dev platform. We will look at: Locating the /apps/GITHUB route apps/GITHUB folder API Layer in apps/GITHUB/page.tsx This /apps/GITHUB route loads a page that looks like below: ACI.dev is the open source platform that connects your AI agents to 600+ tool integrations with multi-tenant auth, granular permissions, and access through direct function calling or a unified MCP server. Locating the /apps/GITHUB route ACI.dev is open source, you can find their code at aipotheosis-labs/aci. This codebase has the below project structure: apps backend frontend frontend ACI.dev is built using Next.js, I usually confirm this by looking for next.config.ts at the root of the frontend folder. And ther…  ( 4 min )
    How to Prevent URL Encoding in Dash dcc.Location Component?
    When building web applications with Dash, you may encounter situations where you want to pass a specific string to the pathname property of a dcc.Location component. This issue becomes particularly prominent when the string format includes a question mark (?) intended for queries, such as 'path?query1=test'. However, when it runs, Dash automatically URL encodes the string, leading to improper routing or unexpected behavior. Let's explore why this happens and how you can handle it effectively. Understanding URL Encoding in Dash URL encoding is a mechanism that converts special characters into a format that can be transmitted over the Internet. For example, the question mark (?) is a reserved character in URLs used to denote the beginning of a query string. When you pass a string like 'path?…  ( 4 min )
    Why Blockchain Startups Are Failing?
    Once regarded as the future of finance, supply chains, and everything, blockchain soon grew to become the trendiest tech for a while. Billions were raised by startups. Decentralizing was turned into a buzz word. But there came reality. As of 2025, most of the blockchain startups failed, and numerous consuming millions before even building a product. So, what's going wrong? Let's understand the key reasons for this massive failure and what investors, developers, and founders should know before jumping into blockchain. As per Crunchbase stats, most of blockchain startups fail in the initial 3 years. Despite raising huge funds their failure rates touched 80%. The hype reached its peak in 2021–22, but after FTX, Terra Luna, and regulatory clampdowns, the ecosystem has shrunk. The concept wasn…  ( 5 min )
    I discovered an interesting JSON tool.
    As usual, I received JSON data from the backend developer, but it was in a .txt file. I had to download it, copy the content, and paste it into an online formatter to view it properly. Honestly, I was getting tired of this process, so I started looking for a more convenient solution. That’s when I stumbled upon a website that made things so much easier. If I want to share JSON data with someone, I can simply click "Share" to generate a link instead of sending a file. I just send the link to the other person, and even better, when they open it, the JSON data is already neatly formatted. I think this is absolutely awesome! Additionally, the link has a one-hour expiration time, after which it becomes inaccessible, ensuring the data remains highly secure. I continued exploring and discovered that it not only enables quick sharing but also allows you to rapidly generate an API for temporary testing during development. This is incredibly convenient! Actually, this is just the tip of the iceberg. You can also run queries here to extract the data I need from the entire JSON dataset, supporting various query languages. In addition to standard JavaScript code, it also supports JEMSPath, JSONPath, JQ Cmd Secondly, it also supports data conversion, allowing seamless transformation between JSON and other data formats, including JS Object, JSON5, JSON Schema, Query String, Typescript, Postman Bulk, MXL, YML. You can manually convert data or directly paste non-JSON data, and it will automatically generate the converted JSON data. For example, you can simply paste the following data: DEV Additionally, it can validate whether the provided JSON data meets specific structural requirements, supporting JSON Schema and JSON Type Definition. Another feature we frequently use is: JSON Diff In short, I think this tool is an essential asset for programmers, and I’m sharing it with everyone here Online JSON Format Tool  ( 3 min )
    Challenges in Android Application Testing and How to Overcome Them
    Testing Android apps is challenging because the ecosystem is highly fragmented. Devices come in different screen sizes, hardware configurations, and Android versions, leading to inconsistencies in how apps behave. A feature that works smoothly on one phone might not function similarly on another due to manufacturer customizations, performance limitations, or OS-specific restrictions. Network conditions add another layer of complexity. An app that loads quickly on Wi-Fi might become unresponsive on slow mobile data or in areas with weak signals. Security risks make things even more complicated, especially for apps handling sensitive data. This article let us learn more about challenges in Android application testing and how companies can overcome them. 1. Device and OS Fragmentation Skippin…  ( 6 min )
    Setting Up Tailwind CSS v4 in SvelteKit: The Vite Plugin Way (A Guide Based on Real Issues)
    Setting Up Tailwind CSS v4 in SvelteKit: The Vite Plugin Way Integrating new versions of libraries can sometimes lead to unexpected issues. Based on recent experiences and common problems encountered when setting up Tailwind CSS v4 with SvelteKit, this guide focuses specifically on the recommended approach using the official Vite plugin. We'll cover the steps assuming you're initializing your SvelteKit project with the npx sv create . CLI tool, which offers a convenient way to include Tailwind from the start. Important Compatibility Note: Tailwind CSS v4 is designed for modern browsers: Safari 16.4+, Chrome 111+, Firefox 128+. If you need to support older browsers, please stick with v3.4 as v4 relies on modern CSS features like @property and color-mix(). npx sv create .) The npx sv cre…  ( 7 min )
    How To Connect Your Etsy Store To Instagram And Facebook Shopping
    Introduction As an Etsy seller, tapping into the expansive reach of Instagram and Facebook Shopping is essential for maximizing your store’s visibility and increasing sales. In this article, we'll guide you step-by-step on how to efficiently connect your Etsy store to both these powerful social media platforms using the Catalog Generator app. This tool simplifies the process of syncing your listings, further enhancing your business growth on social media. Increased Visibility: By integrating your Etsy listings into Instagram and Facebook Shops, you expose your products to a broader audience. Seamless Shopping Experience: Customers can view, discover, and purchase your products directly through social media. Auto-updates: Automatically sync listings to reflect the latest changes, saving t…  ( 4 min )
    How to Fix Bash Script Error with Spaces in File Paths?
    If you've ever faced the challenge of using a Bash script on Mac OS X Mavericks and encountered issues with directory paths containing spaces, you're not alone. In this article, we'll take a closer look at a common problem that arises when executing Bash scripts that require arguments with spaces, and how to resolve it effectively. Why Does This Issue Occur? When a Bash script accepts parameters from the command line, any spaces in the path can lead to misinterpretation of the provided argument. Bash treats spaces as delimiters, which separates the string into distinct arguments, resulting in errors when the script is executed. This is precisely what happens in your case when trying to open a folder that has spaces in its name. The Problematic Bash Script Let's analyze the Bash script in q…  ( 4 min )
    FlipTrack: The Ultimate Virtual Coin Flipper You Didn't Know You Needed
    Have you ever needed to make a quick decision but couldn't find a coin? Or maybe you flipped a coin but it rolled under the couch? 🤦‍♀️ We've all been there. That's exactly what happened to Alex, one of our junior developers at Learn Computer Academy. During our weekly "Choose Your Own Project" day, Alex couldn't decide between building a weather app or a to-do list. "Just flip a coin," I suggested. No one had a coin. Smartphones were pulled out, but surprisingly, no one had a decent coin-flipping app. Most were ad-filled monstrosities or simplistic apps with zero statistics. That's when FlipTrack was born. You can check out FlipTrack right now at https://playground.learncomputer.in/coin-toss/ FlipTrack isn't just another coin flipper. It's what happens when professional developers approa…  ( 8 min )
    Key Characteristics of Big Data (5 Vs):
    ➢ Volume – Massive amounts of data generated every second (e.g., social media, IoT devices). ➢ Velocity – High-speed data generation and real-time processing (e.g., stock market transactions). ➢ Variety – Data in multiple formats (structured, semi-structured, unstructured) such as text, images, videos, and sensor data. ➢ Veracity – Ensuring the accuracy and trustworthiness of data. ➢ Value – Extracting meaningful insights from raw data.  ( 3 min )
    10 Developer Lessons I Learned from Treating GPTs as a Real Team
    Most people use GPT as a tool. Something to help write faster. Something to save time. But I took a different approach. I gave my GPTs names. I gave them roles. I treated them like actual team members. Here’s what I learned. 1. The way you see GPT changes the way it sees you. Treat it like a tool, and it acts like one. Treat it like a teammate — it starts to surprise you. 2. Naming matters. When I called it “Abera” instead of “GPT-4,” I paused more. I respected the output more. 3. Your brand doesn’t need more content. It needs more feeling. GPT helps you produce. But when it helps you feel — your message becomes real. 4. Emotion isn’t a layer. It’s the lens. Designing with emotion first changes everything. 5. Most people use GPT to go faster. I used it to slow down. To ask better questions. To think clearer. 6. A slogan is not a sentence. It’s a philosophy. "Reset. Feel lighter." wasn’t created — it was revealed. 7. A real GPT team needs diversity — of roles, not just prompts. Abera writes. Eli visualizes. Ella feels. Together, they create more than I could alone. 8. AI doesn’t replace intuition. It reflects it. It shows you what you’ve been avoiding — not just what you asked for. 9. People connect with real use, not abstract ideas. "This AI helped me grieve" hit harder than any productivity metric. 10. This is not automation. It’s awakening. We’re not outsourcing creativity. We’re co-creating awareness. If you're building with AI, not just using it — let’s connect. openai #gpt4 #aiworkflow #emotionbranding #devphilosophy #promptengineering #teamwork  ( 3 min )
    How to Add Application in SafeLine
    This guide walks you through how to configure and protect a web application using SafeLine WAF. First of all, make sure SafeLine has been successfully installed. If not, please refer to the Install SafeLine documentation. SafeLine is a web application firewall (WAF) built on top of nginx. It helps protect web applications by acting as an HTTP/HTTPS reverse proxy. Incoming traffic is first received by SafeLine, which filters out malicious requests and forwards only clean traffic to the original backend application. Log in to the SafeLine Web Admin Console. Navigate to Applications → Applications. Click the Add Application button in the upper-right corner. In the dialog that appears, fill in your app information: Domain: The domain name, hostname, or IP address of your original app (e.…  ( 3 min )
    NocoBase Weekly Updates: Template Printing Supports Images and Barcodes
    Originally published at https://www.nocobase.com/en/blog/weekly-updates-20250509. Summarize the weekly product update logs, and the latest releases can be checked on our blog. NocoBase is currently updated with three branches: main , next and develop. main:The most stable version to date, recommended for installation; next:Beta version, contains upcoming new features and has been preliminarily tested. There might be some known or unknown issues. It's mainly for test users to collect feedback and optimize functions further. Ideal for test users who want to experience new features early and give feedback; develop:Alpha version, contains the latest feature code, may be incomplete or unstable, mainly for internal dev and rapid iteration. Suited for tech users interested in product's cutting-e…  ( 8 min )
    How to Dynamically Adjust Content Div Height in jQuery?
    Introduction In modern web development, creating a dynamic user experience is crucial. One common scenario involves loading different pages into a content div on user interaction while needing to adjust its height dynamically for proper layout. In this article, we will address a specific challenge: ensuring the height of a content div updates correctly when different pages are loaded into it via jQuery. To illustrate this issue, suppose we have a setup where the height of the content div is first determined at page load with some initial content, but when we replace that content dynamically, the height does not adjust accordingly. This can lead to unexpected layout shifts and user experience issues. Let's dive deeper into the reasons behind this and explore a practical solution. Understand…  ( 5 min )
    TE AMO♥️
    Check out this Pen I made!  ( 2 min )
    🧪 Trying the Replit + Notion Integration — My Early Thoughts
    Hey devs, I’ve been testing the new Replit x Notion integration, and it’s like a solid combo for quickly spinning up content-driven apps. Notion acts as the CMS, Replit handles the front-end, and AI helps bridge the two by generating the scaffolding from prompts. Here’s what stood out: 🔑 Key Features Pull or Push Notion Data AI-Powered Code Generation Notion as a Lightweight CMS Real-Time Front-End Sync Stackable Integrations Quick Prototyping 🧠 My Take It’s promising, but there’s still room for improvement. 👀 Curious what you think: Would you actually use Notion as your backend for client or production work? Does AI-generated boilerplate help—or get in the way? Let me know. Always down to swap thoughts with other devs. Until next post—keep building. Try Replit | Try Notion  ( 3 min )
    How to Handle Navigation in Puppeteer Click Functions?
    When developing automated testing scripts or web scraping tools with Puppeteer, you may encounter scenarios where a simple click action can trigger a navigation event. This can lead to exceptions, such as 'Execution context was destroyed, most likely because of a navigation,' especially if subsequent actions, like fetching HTML, are executed right after the click. In this article, we will discuss how to handle such situations effectively in TypeScript. Understanding the Issue with Navigation in Puppeteer When your click function initiates a navigation by clicking on links or buttons that lead to a different URL (e.g., links or form submissions), Puppeteer’s execution context is destroyed. This occurs because the context changes with the new page that loads, making ongoing evaluations (like…  ( 4 min )
    How to Keep a Scrolling Log Updated in Real-Time with Python and CSS?
    Introduction Keeping a scrolling log updated in real-time can be essential for applications that require live feedback or monitoring user actions. This can be achieved using Python for backend processing and CSS for frontend display. In this article, we’ll explore how to implement this solution step-by-step, leveraging websockets to communicate between the server and client seamlessly. Why Use Websockets for Real-Time Updates? Websockets enable full-duplex communication channels over a single TCP connection. This is critical for real-time applications because it allows the server to push updates to the client immediately as new log entries are generated. Traditional methods, such as polling with AJAX, can be inefficient and lead to delays in data retrieval. Thus, using websockets is a more…  ( 5 min )
    Exploring kubectl-ai: Your AI-Powered Kubernetes Assistant
    Kubernetes management just got smarter with kubectl-ai, an AI-powered Kubernetes assistant developed by GoogleCloudPlatform. This open-source tool integrates seamlessly with your terminal, leveraging advanced AI models to simplify cluster operations, troubleshoot issues, and execute commands with natural language inputs. Whether you're a seasoned Kubernetes administrator or a newcomer, kubectl-ai promises to streamline your workflow. Let’s dive into what makes this tool a game-changer, based on its GitHub repository. kubectl-ai is a command-line tool that acts as an intelligent interface between you and your Kubernetes clusters. By interpreting natural language queries, it translates your requests into precise kubectl commands, executes them, and provides clear results and explanations. It…  ( 5 min )
    SSH in Linux: Your Secure Gateway to Remote Control
    Table of Contents What is SSH and Why It Matters How to Connect Using SSH Key-Based Authentication: Passwords Are So Last Decade Handy SSH Commands and Tricks Managing Your Server Remotely Wrapping Up SSH, or Secure Shell, is the go-to tool for securely connecting to remote Linux machines. Whether you’re managing servers in the cloud, tinkering with a Raspberry Pi, or helping a friend troubleshoot, SSH keeps your connection encrypted and safe from prying eyes. Think of it as your private tunnel into another computer, where you can run commands, transfer files, and control everything remotely ssh username@hostname Replace username with your remote user’s name and hostname with the ssh alice@192.168.1.100 The first time you connect, you’ll see a prompt asking if you…  ( 4 min )
    A beginner's guide to the Rembg-Enhance model by Smoretalk on Replicate
    This is a simplified guide to an AI model called Rembg-Enhance maintained by Smoretalk. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. The rembg-enhance model is a background removal model that has been enhanced with ViTMatte technology. This model excels at accurately separating the subject from the background in images, allowing for seamless background removal. It is a more advanced version of the popular remove_bg model, offering improved performance and additional features. The rembg-enhance model takes a single input - an image file in a supported format. It then outputs a new image with the background removed, leaving only the subject. This output image is provided as a URI, allowing for easy integration into various applications and workflows. Image: The input image file for background removal. Output: The image with the background removed, leaving only the subject. The rembg-enhance model is highly ca... Click here to read the full guide to Rembg-Enhance  ( 3 min )
    How to Implement Hover Effects in Angular with TypeScript?
    Introduction Creating a user-friendly interface is crucial in web development, especially for applications that rely on user interactions like maps and radio buttons. In this article, we'll explore how you can implement a hover effect in your Angular application using TypeScript. This will enhance the user experience when selecting regions on a map via radio buttons. Understanding the Problem You're working on a project where users can select regions either by clicking directly on a map or by using corresponding radio buttons. A common request has arisen: when a user selects a region using a radio button, that same region on the map should be highlighted with a hover effect. While you’re currently considering jQuery for this functionality, we can achieve a seamless solution directly in Ang…  ( 4 min )
    Support Unlimited Forwarded Email Messages via API (and ColdFusion)
    We have clients that use dedicated email addresses to receive and process messages and attachments. I had previously developed some functions to bulk download EML files directly from a mail server's file system (using FastCopy) and then use "javax.mail" and a lot of crazy logic to unwrap attachments within attachments to extract files for processing. (Most file attachments were being sent from different versions of a required iPhone app on different devices and the methods of attaching files was not consistent.) Hit me up if anyone's interested in extracting attachments from EML files. While researching alternative solutions, we came across Forward Email. They offer a free tier that supports unlimited domains and email forwarding with webhook support. Webhook? Wha? Really? AMAZING! When configuring a domain on the free tier for a webhook, you're required to add a special TXT "forward-email" DNS record in order to configure the endpoint. They have an option to encrypt the value so that it's not exposed to third-parties. If you want to configure it using their service (without the need to add it to DNS), you'll need a $3/mo "Enhanced" plan that also unlocks developer API access (to manage domains & aliases.) After configuring this service, we opted to set up a Taffy API endpoint to accept emails-as-JSON and save them to the local file system. Based on our experience working with SendGrid webhooks, we save the JSON payload directly to the local file system without being dependent on a database connection. This approach has been beneficial as a client recently encountered database issues and it had zero negative impact on the API webhook's ability to store incoming data. To access to the source code for the Taffy API endpoint, check out the post on the new MyCFML website.  ( 3 min )
    How to Fix MySQL Error 1054 with CONCAT in CodeIgniter?
    When working with CodeIgniter's Active Record, you may encounter issues when trying to use MySQL functions like CONCAT() in your queries. Specifically, you might run into the MySQL error "Error Number: 1054 - Unknown column 'name' in 'where clause'" when you attempt to match a column that you've created in the SELECT clause. This error can be confusing because it seems logical to use an alias created in the SELECT statement in the WHERE clause. Understanding the MySQL Error 1054 The reason for this error is straightforward: the MySQL query engine processes the WHERE clause before the SELECT clause. Therefore, any aliases created via CONCAT() in the SELECT statement cannot be directly referenced in the WHERE clause. In your case, you're attempting to filter results based on an alias 'name' …  ( 4 min )
    How to Build API-Centric Frontend Apps in Bellini
    If your frontend app still treats APIs like an afterthought, you’re building things the hard way. APIs aren’t “add-ons” anymore. They’re the heart of every modern app. Whether it’s user data, product info, analytics, or payments, the frontend has become the API consumer. And as devs, we’re stuck wiring it all together—again and again. After years of writing fetch wrappers, transforming payloads, wrestling with inconsistent APIs, and trying to guess how to glue logic into a UI builder… I finally snapped. That’s when I found Bellini. A visual frontend builder that actually treats APIs as first-class citizens. No fake integrations. No brittle magic. Just a low-code tool that respects the complexity of real apps and gives devs room to work. Here’s how I build API-first frontends in Bellini—and…  ( 4 min )
    Understanding Error Unions in Zig: Safe and Explicit Error Handling
    Zig replaces exceptions with something better: error unions. They give you fine-grained, type-safe error handling without hiding control flow. In this article, we’ll break down how error unions work, when to use them, and how they make your code safer and clearer. An error union is a value that may either be a result or an error. Think of it like Result in Rust, but built into the language. The syntax: fn doThing() !i32 { return 42; // could also return an error } This means doThing might return an i32, or an error. Zig makes handling errors explicit — no hidden try/catch. You deal with them directly. try const result = try doThing(); std.debug.print("Value: {}\n", .{result}); If doThing() succeeds, result holds the value. If it fails, the error is returned up the call stack. catch…  ( 4 min )
    Implementing a Custom Memory Pool in Zig
    Zig's allocator system gives developers the power to create custom memory strategies tailored to specific use cases. One powerful technique is the memory pool, which can dramatically reduce allocation overhead for frequently reused objects. In this guide, we’ll walk through building a fixed-size memory pool in Zig — ideal for managing short-lived or repeated allocations without relying on the heap each time. A memory pool is a block of pre-allocated memory that you carve up manually. It's great for: 🚀 Performance-critical systems 🔁 Repeated short-lived allocations 💡 Avoiding fragmentation in embedded or constrained environments Here’s a simple fixed-size pool for allocating structs: const std = @import("std"); const MyStruct = struct { x: i32, y: i32, }; const Pool = struct { …  ( 4 min )
    Manual Memory Management in Zig: Allocators Demystified
    Zig gives you full control over memory — no garbage collector, no hidden allocations. Instead, it provides a flexible and explicit system of allocators, letting you manage memory manually while keeping code safe and clear. In this tutorial, you'll learn the core ideas behind Zig's allocator system, how to use built-in allocators, and how to write functions that gracefully handle memory ownership. Unlike languages that implicitly manage memory (like Go or Rust), Zig puts you in charge. Instead of relying on malloc or global state, allocators in Zig are passed explicitly, making dependencies clear and deterministic. This helps with: 🔒 Precise control over memory usage 🧼 Easier cleanup and error handling 🔁 Reusable memory strategies (e.g. arena, fixed buffer) std.heap.page_allocator Here…  ( 4 min )
    How to Fix SQL Syntax Error in Recursive Queries?
    When learning SQL, encountering syntax errors can be frustrating, especially when working with recursive Common Table Expressions (CTEs). In this article, we'll break down the issue in your SQL query and provide you with a clear understanding of how to resolve it, ensuring that you can retrieve random rows from a specific table multiple times. Understanding the Syntax Issue The error message you're receiving indicates a syntax problem near the UNION ALL clause. In SQL, especially when working with recursive CTEs, it is crucial to follow the correct syntax. Your goal is to generate a certain number of rows (in your case, six) from the transaction_detail table, but the way the query is structured results in a violation of SQL syntax rules. The Correct Syntax for Recursive CTEs To effectively…  ( 4 min )
    CodeBridge: The Universal Code Translation Platform
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities CodeBridge is a revolutionary platform that finally solves the challenge of translating codebases between programming languages while preserving architecture, patterns, and business logic. Unlike simple syntax converters, CodeBridge performs deep semantic analysis to create truly idiomatic translations that experienced developers in the target language would recognize as well-structured native code. This challenge has long been considered impossible to solve completely—translating between languages isn't just about converting syntax, but about understanding architectural patterns, language idioms, and ecosystem-specific best practices. CodeBridge tackles this through a sophisticated mul…  ( 11 min )
    Error: ENOENT: no such file or directory, open no NextJS
    Estava continuando meus estudos no tutorial oficial do Next.js 👉 https://nextjs.org/learn Depois de resolver um problema chato com o bcrypt, avancei mais um pouco e decidi criar uma rota chamada /seed. Tudo certo… até tentar rodar o app novamente. E aí surgiu este erro: [Error: ENOENT: no such file or directory, open '/home/my-user/ws-nextjs-dashboard/.next/static/development/_buildManifest.js.tmp.qym5xk030le'] A mensagem parece clara: o arquivo _buildManifest.js.tmp não existe. Mas o que isso quer dizer na prática? Esse arquivo .tmp é gerado automaticamente durante o processo de build. Ele é temporário, e o Next espera encontrá-lo para continuar a coleta e organização dos assets da aplicação. Quando esse arquivo falta ou é corrompido, o build trava — e o erro aparece. No meu caso, foi uma combinação de fatores: A execução da rota /seed durante o build causou efeitos colaterais inesperados. Alguma falha durante uma build anterior corrompeu os arquivos temporários. O Next.js tentou acessar arquivos que ainda não haviam sido completamente gerados. Removi a pasta .next inteira (build anterior): rm -rf .next Evitei executar rotas como /seed diretamente no navegador durante o build. Rebuldei e Reiniciei o servidor de desenvolvimento: pnpm run build && pnpm run dev Se você vir esse tipo de erro (ENOENT em arquivos .tmp), desconfie de: builds interrompidos, execuções paralelas do dev e build, código sendo executado no build que deveria rodar só no runtime real. Já passou por esse tipo de dor de cabeça com Next.js? Esses perrengues são bons para reforçar aprendizados — e compartilhar pode ajudar outros também  ( 4 min )
    What Is DevRel (Developer Relations) and Why It Matters
    👋 Let’s Connect! Follow me on GitHub for new projects and tips. If you've spent any time in tech communities, you've likely heard of DevRel, short for Developer Relations. But what exactly is it? Is it marketing? Engineering? Community management? The answer: it's a mix of all three—and more. This article breaks down what DevRel is, why it's important, and how teams structure it to build trust and engagement with developers. Developer Relations (DevRel) is a multidisciplinary role that bridges the gap between a company and the developer community. At its core, DevRel is about: Advocating for developers inside your company Promoting your technology to developers outside your company Creating a feedback loop between users and product teams DevRel professionals can wear many hats: speaker, w…  ( 5 min )
  • Open

    Doodles NFT token stalls after airdrop
    The newly launched DOOD token from Ethereum-based NFT project Doodles has seen a steep drop in market capitalization following its May 9 airdrop on the Solana network. According to data from DEX Screener, DOOD’s market cap fell from over $100 million shortly after launch to around $60 million at the time of writing. Overall, the much-anticipated airdrop was “[d]efinitely underwhelming,” a crypto commentator said in a May 9 X post.  DOOD token performance on May 9. Source: DexScreener Related: Doodles NFT sales surge 97% ahead of DOOD token airdrop Falling NFT values Joining the trend, NFTs in Doodle’s flagship collection sharply dropped in value on May 9. The collectibles are down roughly 60% to less than 1.5 Ether (ETH) per NFT from about 3.5 ETH on May 8, according to OpenSea. As of May…
    Solana price gained 500% the last time this SOL metric turned bullish
    Key Takeaways: Solana's 15% surge and potential close above the 50-week EMA signal strong bullish momentum, which previously led to a 515% rally in 2024. The $120 million in liquidity bridged to Solana reflects growing network confidence. Solana (SOL) price gained 18% this week, signaling rising bullish momentum. The altcoin is approaching a pivotal point, with a potential close above the 50-week exponential moving average (EMA), a level that has historically catalyzed significant rallies. In March, SOL dipped below the 50-week EMA and briefly dropped under $100 on April 7. Since then, Solana has staged a strong recovery, reclaiming key EMA levels (100W and 200W), with the 50-week EMA (blue line) now in focus. Solana 1-week chart. Source: Cointelegraph/TradingView Historical patterns…
    BlackRock, crypto task force discuss ETP staking, tokenization
    Wall Street giant BlackRock met with the Securities and Exchange Commission (SEC) Crypto Task Force to discuss staking within crypto exchange-traded products (ETPs) and tokenization of securities. The discussion could advance institutional interest in the crypto industry. According to a May 9 memo published by the task force, BlackRock sought to “[d]iscuss perspectives on treatment of staking, including considerations for facilitating ETPs with staking capabilities.” The company has previously said that Ether (ETH) exchange-traded funds, while successful, are less perfect without staking. Other crypto ETF issuers share that view. On Feb. 15, the New York Stock Exchange proposed a rule change to introduce staking services for Grayscale’s spot Ether ETFs. In April, the SEC delayed a decision…
    US VP Vance to speak at Bitcoin conference amid Trump crypto controversies
    US Vice President JD Vance will speak at the Bitcoin 2025 conference in Las Vegas, roughly a year after then-presidential candidate Donald Trump spoke at the same event. According to a May 9 notice from the event’s organizers, Vance will address conference attendees in person on May 28, making him the first sitting US vice president to speak at a digital asset conference. Trump provided a pre-recorded video of himself from the White House to the organizers of the Digital Asset Summit in March — his first appearance at a crypto event since taking office in January — and spoke in person at the Bitcoin 2024 conference in Nashville while campaigning. Though Vance is a Bitcoin (BTC) holder — he holds $250,000 to $500,001 worth of the cryptocurrency, according to a financial disclosure filed in…
    Price predictions 5/9: BTC, ETH, XRP, BNB, SOL, DOGE, ADA, SUI, LINK, AVAX
    Key points: Bitcoin holding $100,000 as a level of support would confirm the current trend change. Ether leads among altcoins, and DeFi tokens could follow. Bitcoin (BTC) broke above the psychologically critical $100,000 level on May 8, and the bulls are trying to hold on to the level on May 9. In an X post, CoinGlass said that Bitcoin’s rally resulted in $837.80 million in short liquidations in a 24-hour period, the largest since 2021. Bitcoin’s rally also lifted several major altcoins, which soared above their respective overhead resistance levels. The altcoin rally was led by Ether (ETH), which surged roughly 22% on May 8, triggering a $328 million liquidation of Ether short positions. Crypto market data daily view. Source: Coin360 Although the short-term picture has turned positive,…
    TeraWulf Q1 loss widens amid rising costs, falling revenue
    Mining firm TeraWulf reported a net loss of approximately $61.4 million in its earnings for the first quarter of 2025, further deteriorating from the same period last year. Revenue fell to $34.4 million from $42.4 million in the same period of 2024, according to the company's earnings report, published May 9. Cost of revenue rose sharply to $24.5 million, up from $14.4 million a year earlier. As a result, TeraWulf's cost of revenue accounted for 71.4% of total income from operations in Q1 2025, more than double the 34% recorded in the prior-year quarter. In Q1 2024, the company posted a net loss of $9.6 million. TeraWulf’s profit and loss statement for Q1 2025. Source: TeraWulf TeraWulf attributed the decreased revenue to Bitcoin's (BTC) post-halving economics that reduced the block subsid…
    Ethereum's new staking limit is not a risk to decentralization, says Consensys researcher
    Ethereum’s Pectra upgrade doesn’t pose a threat to decentralization, according to Mallesh Pai, senior research director at blockchain software firm Consensys, describing the update as a cleanup of the behind-the-scenes “busy work” currently handled by validators. During a May 9 Cointelegraph X Space, Pai said a validator’s chances of proposing a block or earning rewards remain tied to how much ETH they hold, adding that larger validators don’t gain any new advantages under the upgrade: “Rewards continue to be proportional to the amount of ETH you have. […] it's not the case that if you're a big validator, you somehow have any more advantages than you did before.” Pectra is Ethereum’s most extensive network upgrade since the Merge took place in September 2022. Pectra allows validators to …
    US senators ask DOJ, Treasury to consider Binance-Trump ties — Report
    A group of Democratic senators has reportedly sent a letter to leadership at the US Department of Justice and the Treasury Department expressing concerns about US President Donald Trump’s ties to cryptocurrency exchange Binance and potential conflicts of interest in regulating the industry. According to a May 9 Bloomberg report, Democratic senators asked Attorney General Pam Bondi and Treasury Secretary Scott Bessent to report on the steps Binance had taken as part of its November 2023 plea agreement with US authorities, amid reports that Trump and his family had deepened connections with the exchange. That settlement saw Binance pay more than $4 billion as part of a deal with the Justice Department, Treasury, and Commodity Futures Trading Commission, and had then-CEO Changpeng “CZ” Zhao…
    US senators ask DOJ, Treasury to consider Binance-Trump ties — Report
    A group of Democratic senators has reportedly sent a letter to leadership at the US Department of Justice and the Treasury Department expressing concerns about US President Donald Trump’s ties to cryptocurrency exchange Binance and potential conflicts of interest in regulating the industry. According to a May 9 Bloomberg report, Democratic senators asked Attorney General Pam Bondi and Treasury Secretary Scott Bessent to report on the steps Binance had taken as part of its November 2023 plea agreement with US authorities, amid reports that Trump and his family had deepened connections with the exchange. That settlement saw Binance pay more than $4 billion as part of a deal with the Justice Department, Treasury, and Commodity Futures Trading Commission, and had then-CEO Changpeng “CZ” Zhao…
    Crypto sleuth ZachXBT says wrong suspect detained in Bored Ape NFT theft
    Law enforcement detained the wrong person for a 2022 scam that pilfered more than $1 million worth of Bored Ape non-fungible tokens (NFTs), cybersecurity researcher ZachXBT said.  In a May 9 X post, ZachXBT said he identified the wallet behind the scam and linked it to an X account that has since been deleted.  But in 2023, law enforcement detained Sam Curry, a former Yuga Labs security researcher, at an airport as a suspect in the incident, ZachXBT said. Yuga Labs is the company behind the Bored Ape Yacht Club NFT collection.  “It’s unfortunate to see how a security researcher was detained when stronger leads on a threat actor potentially responsible exist,” ZachXBT said. The attacker stole 14 Bored Ape NFTs in 2022. Source: ZachXBT Related: Crypto sleuth ZachXBT says he unmasked 50x Hype…
    Bitcoin price rallies as global liquidity growth accelerates — Analysts
    Key takeaways: Bitcoin’s price closely tracks global liquidity growth, with liquidity explaining up to 90% of its price movements, according to Raoul Pal. In the long term, global liquidity continues to expand, driven by the increasing debt levels in many countries. On a shorter timeframe, global liquidity follows a cyclical pattern, with Michael Howell projecting the current cycle to peak by mid-2026. Bitcoin (BTC) price is notoriously sensitive to global liquidity. Some analysts go as far as calling their correlation near-perfect, with a lag of about three months. This relationship is fueling the current bullish narrative as BTC price soars back above $100,000, but how long can this trend last? Liquidity is Bitcoin's silent price driver Raoul Pal, the founder of Global Macro Investor…
    Bitcoin hits $103K but DeFi is a mixed bag: Finance Redefined
    The cryptocurrency market continued to surge this past week as the overall digital asset market capitalization exceeded $3.27 trillion, an 8.6% increase over the previous week. Bitcoin (BTC) reached a high of $103,600 on May 8 after reclaiming $100,000 for the first time since January. Its market dominance also surged above 60%, reflecting more bullish BTC sentiment. This marked the third time BTC has broken through six figures since it reached the milestone on Dec. 5, 2024, and again on Jan. 20, ahead of US President Donald Trump’s inauguration.  The BTC rise coincided with Trump announcing a trade deal with the United Kingdom, which may include removing a 10% blanket tariff on all imports. In the wider crypto space, Ethereum’s Pectra upgrade implemented much-needed improvements for the c…
    Galaxy Digital approved for US domicile, clearing way for Nasdaq listing
    Galaxy Digital has been approved by the US Securities and Exchange Commission (SEC) to redomicile in the United States, setting the stage for the crypto investment company’s listing on the Nasdaq stock exchange. Galaxy anticipates listing on the Nasdaq, a tech-focused US stock exchange, by the middle of May, pending approval from the Toronto Stock Exchange, on which the company is already listed, and shareholder approval at a special shareholders meeting on May 9. Shareholders at the meeting must approve redomiciling Galaxy Digital in the US state of Delaware, known for its business-friendly regulations, before the process can move forward, according to an announcement from the company. Galaxy Digital SEC form S-4. Source: SEC Galaxy obtained SEC approval for a Nasdaq listing in April this…
    Chance of Bitcoin price highs above $110K in May increasing — Here’s why
    Key Takeaways: Bitcoin is driven by its ability to perform well in risk-on and risk-off environments, according to Bitcoin Suisse. Bitcoin’s Sharpe ratio of 1.72, second only to gold, underscores its maturity as an asset, offering superior risk-adjusted returns. A buyer-dominant market signals strong institutional and retail interest that could drive a supply squeeze and break new highs in May. Bitcoin (BTC) price breached the $100,000 mark for the first time since January, fueling speculation of a new all-time high above $110,000 in May. According to Bitcoin Suisse, a crypto custody service provider, BTC’s bullish momentum stems from its ability to thrive in risk-on and risk-off environments since the US presidential elections.  Data from its “Industry Rollup” report highlights Bitc…
    Is Ripple’s Hidden Road deal part of a SoftBank-like playbook?
    Ripple has made a slew of acquisitions to control key transaction rails and route them through XRP and its stablecoin, Ripple USD (RLUSD), drawing comparisons to Japanese investment firm SoftBank.  The $1.25-billion acquisition of Hidden Road on April 8 allows Ripple to use RLUSD as collateral in the firm’s prime brokerage products. Hidden Road will also migrate its post-trade operations to the XRP Ledger, the blockchain that underpins cryptocurrency XRP (XRP) and several of Ripple’s institutional services. Omni Network founder and CEO Austin King knows Ripple’s strategy firsthand. He sold his startup, Strata Labs, to Ripple in 2019 and describes the approach as a “SoftBank-type” acquisition strategy. Instead of in-house development like Google or Meta (formerly Facebook), SoftBank built i…
    AI's GPU obsession blinds us to a cheaper, smarter solution
    Opinion by: Naman Kabra, co-founder and CEO of NodeOps Network Graphics Processing Units (GPUs) have become the default hardware for many AI workloads, especially when training large models. That thinking is everywhere. While it makes sense in some contexts, it's also created a blind spot that's holding us back. GPUs have earned their reputation. They're incredible at crunching massive numbers in parallel, which makes them perfect for training large language models or running high-speed AI inference. That's why companies like OpenAI, Google, and Meta spend a lot of money building GPU clusters. While GPUs may be preferred for running AI, we cannot forget about Central Processing Units (CPUs), which are still very capable. Forgetting this could be costing us time, money, and opportunity. CPU…
    Is Bitcoin about to go parabolic? BTC price targets include $160K next
    Key points: Bitcoin continues to attack a key resistance zone below all-time highs. “Parabolic” BTC price talk begins to resurface as bulls hold six figures after the Wall Street open. Signs of profit-taking are increasing amid the highest prices since January. Bitcoin (BTC) is attracting “parabolic” price targets as bulls continue to hold six figures on May 9. BTC/USD 1-hour chart. Source: Cointelegraph/TradingView BTC price in line for “crazy numbers” Data from Cointelegraph Markets Pro and TradingView shows barely any consolidation taking place on BTC/USD over the past 24 hours. The pair hit $104,332 on Bitstamp, marking its highest since the end of January and a clear departure from the slow downtrend in place for much of 2025. Reacting, market participants have begun to restore th…
    Institutional investors continue to scoop up Bitcoin above $100K
    Bitcoin crossed the $100,000 mark again on May 8 as institutional investors continue stacking sats. Farside Investors’ data shows that spot Bitcoin (BTC) exchange-traded funds (ETFs) recorded cumulative net inflows of $142.3 million on May 7, in a sign of “sustained institutional interest,” according to the founder of Obchakevich Research, Alex Obchakevich. “These inflows indicate the activity of institutional investors, including hedge funds and asset managers, who continue to accumulate BTC through regulated instruments,“ he said. The ARK 21Shares Bitcoin ETF (ARKB) led with $54 million in inflows, followed by Fidelity’s Wise Origin Bitcoin Fund (FBTC) at $39 million and BlackRock’s iShares Bitcoin Trust (IBIT) at $37 million. Data from Arkham Intelligence shows BlackRock acquired more t…
    Why crypto’s next breakthrough could start in the classroom — Animoca’s Yat Siu
    Ripple’s $25 million donation to a crypto education fund has reignited conversations about how blockchain projects are building influence through academia—but in the latest episode of Byte-Sized Insight, Animoca Brands’ co-founder Yat Siu says that money alone isn’t enough.  Instead, real-world use cases like student loans backed by DeFi may be crypto’s most convincing value proposition to date. DeFi student loans On April 30th, Pencil Finance, a project supported by Animoca Brands and its education arm Open Campus, announced a $10 million student loan financing initiative aimed at providing cheaper, blockchain-backed loans. Siu believes this type of infrastructure investment goes further than symbolic funding. “What our industry needs a lot more is these kinds of positive-sum use cases t…
    Ethereum Foundation distributed $32.6M grants to ecosystem in Q1
    The Ethereum Foundation, the nonprofit that supports development across the Ethereum blockchain, distributed $32.6 million in grants in the first quarter of 2025.  In an allocation update, the organization reported spending on various initiatives through its Ecosystem Support Program (ESP).  Categories included community and educational grants, zero-knowledge and cryptography. Other allocations included execution layers, developer experience and tools, layer-2 networks and overall ecosystem growth and support.  Ethereum Foundation focuses on education and community Of the 101 grants awarded, 32 went to community and education-focused initiatives. Recipients included educational content creators, conference organizers, bootcamps and hackathons such as ETHPrague and ETHiopia. Sixteen proj…
    Gemini to launch crypto derivatives in Europe with new license
    Gemini, the cryptocurrency exchange founded by Cameron and Tyler Winklevoss, has received regulatory approval to expand crypto derivatives trading across Europe. Gemini secured a Markets in Financial Instruments Directive II (MiFID II) license from the Malta Financial Services Authority (MFSA), allowing the exchange to offer crypto derivatives in the European Union, it announced on May 9. “Once we commence business activities, we will be able to offer regulated derivatives throughout the EU and EEA [European Economic Area] under MiFID II,” said Gemini’s head of Europe, Mark Jennings. According to the exec, the MiFID II license is a big milestone in Gemini’s European expansion, putting it one step closer to offering derivatives to both retail and institutional users. Advanced traders will g…
    TapSwap on Telegram: Is it legit or a scam?
    What is TapSwap on Telegram? TapSwap is a tap-to-earn Web3 application that lives inside Telegram — no separate download required. Are your crypto friends obsessed with tapping their phones all the time? Welcome to the world of TapSwap. TapSwap is a tap-to-earn game released in mid-2024 in the Telegram Mini Apps ecosystem. The game quickly catches your attention: one minute you’re just curious… the next, you’re tapping away at 2 am trying to squeeze out one more energy boost.  At its core, TapSwap is simple: You tap your screen. You earn TAPS tokens. Repeat. It’s built as a Mini App inside Telegram, which means no downloading or setting up complicated wallets just to play. Just hit “Start” and you’re in. Launched in early 2024, it quickly amasse…
    Senator Tim Scott slams partisan politics for failed stablecoin bill
    Senate Banking Committee Chairman Tim Scott blamed the Guiding and Establishing National Innovation for US Stablecoins (GENIUS) Act’s failure on partisan politics during a Senate speech on May 8. Scott said the vote, which failed to reach cloture in the Senate, was expected to mark a step toward greater affordability and innovation. Instead, he said, political divisions took precedence. “Instead, we witnessed a disappointing display of political gamesmanship that puts partisan politics above policy, and obstruction above innovation,“ Scott said. The bill had previously undergone multiple amendments to address concerns raised by Democrats, including stricter requirements for stablecoin issuers and further provisions for Anti-Money Laundering. Related: Trump tricked into pushing XRP for cr…
    Taiwan lawmaker calls for Bitcoin reserve at national conference
    Taiwanese lawmaker Ko Ju-Chun has called on the government to consider adding Bitcoin to its national reserves, suggesting it could serve as a hedge against global economic uncertainty. Ko, a legislator at-large in Taiwan’s legislative body, the Legislative Yuan, took to X on Friday to report that he had advocated Bitcoin (BTC) investment by the Taiwanese government at the National Conference on May 9. In his remarks, Ko cited Bitcoin’s potential to become a hedge amid global economic risks and urged Taiwan to recognize the cryptocurrency alongside gold and foreign exchange reserves to boost its financial resilience. Source: Ko Ju-Chun Ko’s announcement came shortly after the legislator held talks with Samson Mow, who advocates for Bitcoin adoption by states like El Salvador at his BTC t…
    Bitcoin eyes sub-$100K liquidity — Watch these BTC price levels next
    Key points: Bitcoin (BTC) is at its highest levels since January, and traders are eyeing key levels to watch for what’s next. After hitting $104,000, BTC/USD is retracing to establish support, but the fate of $100,000 is among the concerns for market participants. Current price action represents an important battleground, as measured from the $75,000 lows this year. ” Headline driven” BTC price gains draw scrutiny Just $6,000 from new all-time highs, per data from Cointelegraph Markets Pro and TradingView, BTC price action has stunned the market by jumping 10% in days. The pace of the BTC price gains has come as a surprise for many, but longer-term perspectives show where the most difficult battleground lies. “Since this current impulse was primarily headline driven again this puts ma…
    How high can Bitcoin price go?
    Key takeaways: Bitcoin was up 4.3% on May 9, after breaking $100,000  for the first time since February. BTC price gains trigger $800 million in short liquidations, the largest since 2021. A bull flag on the weekly chart suggests a $182,200 target, with analysts predicting Bitcoin’s price can go as high as $1 million in 2025. Bitcoin’s (BTC) price is up 4.3% on May 9 as a fresh liquidity cascade sent BTC price soaring above $100,000 for the first time in over 90 days. BTC/USD pair trades above $100K for the first time since Feb. 4. Source: Cointelegraph/TradingView Bitcoin wipes out liquidity in return to 6-figures BTC/USD rose as high as $104,150 during the late New York trading session on May 8, according to data from Cointelegraph Markets Pro and Bitstamp. Crypto market sentiment, a…
    Germany seizes $38M in crypto from Bybit hack-linked eXch exchange
    German law enforcement has seized 34 million euros ($38 million) in cryptocurrency from eXch, a cryptocurrency platform allegedly used to launder stolen funds during Bybit’s record-breaking $1.4 billion hack. The seizure, announced on May 9 by Germany’s Federal Criminal Police Office (BKA) and Frankfurt’s main prosecutor’s office, involved multiple crypto assets, including Bitcoin (BTC), Ether (ETH), Litecoin (LTC) and Dash (DASH). The move marks the third-largest crypto confiscation in the BKA’s history. The authorities also seized eXch’s German server infrastructure with extensive over eight terabytes of data and shut down the platform, the announcement added. eXch exchanged crypto without AML In the statement, the BKA described eXch as a “swapping” service that allowed users to exchange…
    Is Pi Network dead? What really went wrong behind the hype
    What Pi Network promised When Pi Network first hit the scene in 2019, it had a simple but compelling pitch: What if you could mine cryptocurrency straight from your phone — no expensive gear, no massive electricity bills, just a tap a day on an app? It caught fire. Millions of people jumped on board, lured by the idea of “free” mobile mining and a chance to get in early on the next big thing. The app made it easy: You signed up, invited a few friends, tapped a button every 24 hours, and watched your Pi (PI) balance slowly grow. With the social referral model fueling growth, it wasn’t long before over 70 million users had signed up worldwide. Did you know? Pi Network utilizes the Stellar Consensus Protocol (SCP), which aims for energy efficiency an…
    Solana lacks ‘convincing signs’ of besting Ethereum: Sygnum
    Solana does not yet have “convincing signs” that it could overtake Ethereum as the blockchain of choice for institutions, as its revenue is seen as unstable due to its memecoin concentration, according to crypto bank group Sygnum. In a May 8 blog post, Sygnum said that the current sentiment around Ethereum “remains poor,” with the market focused on Solana’s “transaction volumes and its recent dominance in fee generation.” However, Sygnum said “the medium-term outlook will primarily be shaped by traditional financial institutions’ platform choices to bring their product offerings,” not by sentiment. “We do not yet see convincing signs that Solana would be the preferred choice as Ethereum’s security, stability and longevity are highly prized,” it added. Sygnum argued that institutions could …
    Bitcoin accepted at fast-food chain Steak ’n Shake from May 16
    American fast food outlet Steak ‘n Shake has announced it will begin accepting Bitcoin as payment at all locations starting on May 16. The firm said on X on May 9 that it was making the cryptocurrency available to more than 100 million customers, adding that “the movement is just beginning,” before signing off as “Steaktoshi.”  The fast food chain initially hinted at accepting Bitcoin (BTC) in March when it posted “Should Steak ‘n Shake accept Bitcoin?” on social media.  The tweet drew the attention of the crypto community and Bitcoin proponents such as Jack Dorsey, who rapidly replied with a “yes.”  The firm has built momentum since then with Bitcoin-themed marketing, Tesla promotions, and visual hints on its social media feeds. “The future is bright,” said the firm in April. Source: Stak…
    Metaplanet is raising another $21M through bonds to buy more Bitcoin
    Fresh off its most recent Bitcoin purchase, Japanese investment firm Metaplanet is raising more funds through another bond issue to expand its growing crypto treasury. Through a $21.25 million issue of “0% Ordinary Bonds,” the firm said in a May 9 statement that the “funds raised will be allocated to the purchase of Bitcoin.” Zero-coupon bonds don’t offer any interest to the holder. Most of the time, they are issued at a steep discount from their normal value, and when they mature, the holder receives the full value. Following a board of directors meeting, the firm said it will issue a 14th Stock Acquisition Rights to EVO Fund, an investment management firm in the Cayman Islands, with a redemption date of Nov. 7. Source: Metaplanet At current prices, Metaplanet could buy 206 Bitcoin (BTC) …
    Ether clocks ‘insane’ 20% candle post Pectra — a turning point?
    Ether surged 20% in the past 24 hours following the launch of the Pectra upgrade, with some crypto traders suggesting the growing number of ETH long positions could mark a “turning point” for the asset that has faced uncertain sentiment throughout most of 2025. At the time of publication, Ether (ETH) is trading at $2,230, up 19.6% over the past 24 hours, according to CoinMarketCap data. Pseudonymous crypto trader Daan Crypto Trades said it was a “pretty insane candle.” Over the same 24 hours, Ether Open Interest (OI) spiked 21%.  Ether price pump caught traders offside The surge followed the long-awaited Pectra Upgrade, which went live on May 7, introducing new wallet features, increased staking limits and scalability improvements to Ethereum. Popular crypto trader Alex Kruger said on May…
    AI decentralized apps are coming for the Web3 throne: DappRadar
    AI decentralized apps (DApps) have seen a spike in user activity and could soon challenge gaming and DeFi for the top spot in the DApp ecosystem, according to blockchain analytics platform DappRadar. Gaming and DeFi are both sitting on 21% dominance in April, judged by percentage of unique active wallets, while AI has climbed to 16%, up from the 11% recorded in the February report, data in DappRadar’s April industry report shows. “As user interest in artificial intelligence tools grows across industries, AI-powered DApps are steadily carving out their place in the decentralized ecosystem,” DappRadar analyst Sara Gherghelas said.  “If this trend continues, AI could soon challenge the traditional dominance of DeFi and Gaming, signaling a new era in the DApp landscape.” AI DApps have seen a j…
    Apple makes progress toward its first pair of smart glasses: Report
    Apple is reportedly working on its own microchips across multiple product categories, including smart glasses and artificial intelligence — a hint at what’s next for the massive Silicon Valley-based tech giant. A May 8 report from Bloomberg, citing people familiar with the matter, said the company is working on new processors to power its future devices, including its first smart glasses to rival Meta’s Ray-Bans, more powerful Macs, and artificial intelligence servers. The smart glasses — a first for Apple — would rely on a specialized chip codenamed N401. The processor is based on Apple Watch chips but is further optimized for power efficiency and designed to control multiple cameras planned for the glasses, the sources said.  Apple’s smart glasses will initially be non-augmented reality…
    Zerebro dev is reportedly alive and at parents’ house: SF Standard
    The 22-year-old developer of Zerebro, who apparently committed suicide during a livestream on May 4, is actually alive, according to a San Francisco news outlet that claims they spoke to Yu outside his family home.  The San Francisco Standard reporter George Kelly claimed on May 8 that he briefly spoke with Yu outside of his family’s two-story home, where the crypto influencer refused to discuss the suicide allegations and whether he had financially benefited from it.  Instead, Yu reportedly said: “You can see the PTSD in my eyes, right?” before asking the reporter to leave. He was reportedly wearing a T-shirt, shorts, flip-flops and wire-rimmed glasses, possibly similar to the ones he had on while appearing to shoot himself to death during the livestream. Jeffy Yu speaking about the futur…
    US man who sent crypto to ISIS could serve prison till he’s 65
    A man from the US state of Virginia will spend over three decades behind bars after being convicted of sending crypto to the terrorist organization commonly known as the Islamic State of Iraq and Syria. Federal Judge David Novak sentenced Mohammed Azharuddin Chhipa to 30 years and four months in prison on May 7 for sending over $185,000 to the Islamic State, the Department of Justice said on May 8. Prosecutors said that from around October 2019 until October 2022, the 35-year-old Chhipa collected and sent money to female Islamic State members in Syria, which helped them escape prison camps and funded fighting. The Justice Department said Chhipa would raise funds for the United Nations-designated terror organization through social media — receiving money online, or traveling hundreds of mil…
    Rumble CEO confirms Tether-collab crypto wallet to launch in Q3
    Rumble’s pro-crypto founder and CEO has confirmed that the firm will launch its Bitcoin and stablecoin wallet in the third quarter of this year, aimed at giving the Coinbase Wallet a run for its money.  The Rumble Wallet will be launched in partnership with stablecoin issuer Tether and compete directly with Coinbase, Chris Pavlovski said in a May 9 X post. “Our goal is to become the most prominent non-custodial Bitcoin and stablecoin wallet, powering the creator economy,” he added.  He continued to state that the Rumble Wallet will be the “vehicle to help monetize creators better than most advertisers, especially in international markets,” though he did not provide further details other than it may support Tether Gold (XAUT) as well.  Rumble Wallet. Source: Chris Pavlovski The video stream…
    Bitcoin at $103K hurtles MARA stack toward $5B, holdings triple
    Bitcoin mining firm MARA Holdings (MARA) nearly tripled its Bitcoin holdings over 12 months, according to its newly released Q1 results. However, its Bitcoin production fell, and total earnings slightly missed Wall Street estimates in Q1. MARA, formerly Marathon Digital, saw its Bitcoin (BTC) holdings increase to 47,531 BTC, up 175% from the 17,320 BTC the firm was holding at the end of Q1 2024. MARA holdings inch closer to $5B after Bitcoin pump MARA holds the second-largest amount of Bitcoin among all publicly traded companies, according to CoinGecko data. Strategy (MSTR) holds the number one spot with 555,450 Bitcoin. The holdings represent a total value of approximately $4.9 billion, based on Bitcoin’s current price of $102,660 at the time of publication, according to CoinMarketCap dat…
    SEC’s Crenshaw slams Ripple settlement, warns of ‘regulatory vacuum’
    A crypto-skeptical commissioner at the US Securities and Exchange Commission has blasted her agency over its settlement letter that could finally end the Ripple legal saga. The SEC and Ripple filed a joint settlement letter in a New York court asking for the August 2024 injunction against Ripple to be dissolved and $75 million of the $125 million in civil penalties held in escrow to be returned to the crypto firm, according to a May 8 statement from the SEC. SEC Commissioner Caroline Crenshaw blasted the pending deal in a May 8 statement, saying it would damage the regulators’ ability to keep crypto firms in line and undermine the court’s ruling. Source: James Filan “This settlement, alongside the programmatic disassembly of the SEC’s crypto enforcement program, does a tremendous disservi…
    Coinbase revenue falls 10% in Q1, missing industry estimate
    Crypto exchange Coinbase’s total revenue fell 10% quarter-over-quarter to $2 billion in Q1, missing industry estimates by 4.1% as trading activity slowed across the market. Coinbase’s net income was sliced by 95% from a near-company record $1.29 billion in Q4 to $66 million, in a large part due to Coinbase marking a $596 million paper loss on its crypto holdings. The firm’s earnings per share of $1.94, however, managed to beat the Zacks Consensus Estimate of $1.85 for the quarter. Coinbase’s May 8 results also showed that transaction revenue fell 18.9% quarter-on-quarter to $1.26 billion, as did trading volumes, which dipped 10.5% to $393 billion as crypto market cap dropped by double digits over the quarter, partly attributed to the Trump administration’s tariffs.  In contrast, US Presi…
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    Germany Seizes $38M From Crypto Platform Suspected of Laundering Bybit, Genesis Hack Proceeds
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    Florida Pharma Firm Will Use XRP for Real-Time Payments in $50M Financing Deal
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    Chery Teases Omoda C7 Crossover In Malaysia
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    Chery’s sub-brand, the iCAUR (iCAR in China), has made its official debut at the Malaysian Autoshow 2025. The automaker previewed three fully electric SUVs – the iCAUR 03, iCAUR 03T and iCAUR V23, with the 03 leading the charge as the first model slated to go on sale within Q3 2025. The iCAUR 03 features […] The post iCAUR 03 To Locally Launch In Q3 At A Starting Price Of RM145,000 appeared first on Lowyat.NET.  ( 17 min )
    Google Rolls To Use AI To Fight Scams On Chrome
    Google has announced that it will be using AI to both identify and also protect you from “the latest scams” while you are using its Chrome browser. The internet search giant says that the desktop version of said browser will be getting Gemini Nano which works on-device, with the goal of making this also available […] The post Google Rolls To Use AI To Fight Scams On Chrome appeared first on Lowyat.NET.  ( 16 min )
    Lenovo Announces 18-Inch Legion 9i Gaming Laptop With Enthusiast-Level Hardware
    Lenovo officially announced a new Legion 9i (18″, 10) gaming laptop. The machine was launched at Tech World Shanghai 2025 event and boasts some flagship hardware. The new Legion 9i comes with an 18-inch 16:10 LCD display with two resolution options: 4K 240Hz with 3ms GTG response time, and another with Lenovo’s own version of […] The post Lenovo Announces 18-Inch Legion 9i Gaming Laptop With Enthusiast-Level Hardware appeared first on Lowyat.NET.  ( 16 min )
    Malaysia’s Halal Certification Now Fully Digital
    As of Monday, 5 May, all applications for the Malaysian Halal Certification are being processed electronically. This shift to a digital process is part of efforts by the government to meet a growing industry demand. According to Department of Islamic Development Malaysia (JAKIM) director general Datuk Dr Sirajuddin Suhaimee, successful applications will receive digital certificates […] The post Malaysia’s Halal Certification Now Fully Digital appeared first on Lowyat.NET.  ( 15 min )
    APAD Orders inDrive, Maxim To Cease Operations Starting 24 July 2025
    The Land Public Transport Agency (APAD) has issued cease-and-desist letters to two e-hailing platforms, inDrive and Maxim, for allegedly operating without proper authorisation in Malaysia. This was revealed by Transport Minister Anthony Loke during the reopening of the track for cargo service operations for the Kempas Baru-Pasir Gudang route today. “Effective 24 July, inDrive and […] The post APAD Orders inDrive, Maxim To Cease Operations Starting 24 July 2025 appeared first on Lowyat.NET.  ( 16 min )
    vivo X Fold5 Global Specs Leak; May Pack 6,000 mAh Battery
    vivo released its X Fold3 series last year, and is now reported to be launching the X Fold5. While the Pro version of last year’s series received a limited global release, the base model was only launched in China. However, only foldable from the brand will reportedly be released in the Chinese market. As per […] The post vivo X Fold5 Global Specs Leak; May Pack 6,000 mAh Battery appeared first on Lowyat.NET.  ( 16 min )
    New Sony WH-1000XM6 Renders Confirm Foldable Design
    It looks like the Sony WH-1000XM6 headphones have been outed in all their glory. Product renders of the headphones were obtained by The Walkman Blog, and shows the products in three colour schemes and more importantly, sporting a foldable design. It’s safe to say that the leaked renders fully confirm that Sony is reverting to […] The post New Sony WH-1000XM6 Renders Confirm Foldable Design appeared first on Lowyat.NET.  ( 17 min )
    Grab Reportedly Aiming To Finalise GoTo Acquisition Deal By Q2 2025
    Grab is aiming to finalise the acquisition of its Indonesian competitor GoTo in the second quarter of this year, according to a Reuters report. The proposed deal, which could be worth around US$7 billion (~RM30.2 billion), would mark a significant consolidation in Southeast Asia’s tech and mobility landscape. Reuters adds that Grab has hired advisors […] The post Grab Reportedly Aiming To Finalise GoTo Acquisition Deal By Q2 2025 appeared first on Lowyat.NET.  ( 15 min )
    Smart #5 Debuts In Malaysia Alongside Smart #1 Brabus Edition
    Smart, a well-known name in Malaysia’s electric vehicle industry, previewed its Smart #5 and Smart #1 Brabus edition yesterday at the Malaysia Auto Show (MAS 2025). The #5 is offered as a mid-size electric SUV and the Brabus #1 is only limited to 20 units in Malaysia. Now, let us see what these models have […] The post Smart #5 Debuts In Malaysia Alongside Smart #1 Brabus Edition appeared first on Lowyat.NET.  ( 17 min )
    Pipe Leakages Can Be Reported Via Air Selangor 2.0 App
    Pengurusan Air Selangor Sdn Bhd (Air Selangor) has launched its upgraded Air Selangor 2.0 app, which will enable users to report pipe leakages. This was announced by the company’s chief executive officer, Adam Saffian Ghazali, who states that the new app feature can be used by the 9.62 million water consumers across Selangor, Kuala Lumpur, […] The post Pipe Leakages Can Be Reported Via Air Selangor 2.0 App appeared first on Lowyat.NET.  ( 16 min )
    Razer Launches Portable Joro Keyboard, Basilisk Mobile Mouse
    Razer has announced new peripherals which it says will be “revolutionise mobile gaming”, but the things being launched are a keyboard and a mouse. Or more specifically, the Joro and the Basilisk Mobile respectively, so maybe the company meant portable rather than mobile. Starting with the new entry, the brand claims that the Razer Joro […] The post Razer Launches Portable Joro Keyboard, Basilisk Mobile Mouse appeared first on Lowyat.NET.  ( 17 min )
    Unifi TV x Max: Unlock the Full “The Last of Us” Season 2 Experience
    Get ready, “The Last of Us” fans! Season 2 is finally here, and with it comes a whole new chapter of emotional storytelling, heart-stopping action, and the unforgettable world of Joel and Ellie. Whether you’ve been with them since the beginning or are just jumping into the story, now is the perfect time to immerse […] The post Unifi TV x Max: Unlock the Full “The Last of Us” Season 2 Experience appeared first on Lowyat.NET.  ( 19 min )
    Touch n Go Warns Of Scammers Impersonating Company Agents
    Touch n Go is reminding its customers to be wary of scammers pretending to be representatives of the company. In a recent notice issued via Touch n Go’s Facebook page, it stressed that no agent or individual has ever been appointed to collect personal information or identification documents from customers. Additionally, the company emphasised that […] The post Touch n Go Warns Of Scammers Impersonating Company Agents appeared first on Lowyat.NET.  ( 15 min )
    Dieshot Of Nintendo Switch 2 T239 Chipset Appears; Based On NVIDIA Ampere Design
    When the Nintendo Switch 2 was announced, many of us knew that NVIDIA had a hand in its creation but the gaming brand was elusive about the specifics of the hardware running it. Now, thanks to a well-known chip analyst, they’ve posted a dieshot of the chipset in question, labelled as a T239. Now, the […] The post Dieshot Of Nintendo Switch 2 T239 Chipset Appears; Based On NVIDIA Ampere Design appeared first on Lowyat.NET.  ( 17 min )
    PlayStation Unveils Death Stranding 2 Limited Edition DualSense
    Death Stranding 2: On the Beach got its release date announced, with the game coming on on 26 June. Being a PS5 exclusive, at least initially, PlayStation has taken the opportunity to announce a limited edition DualSense controller to go with it. Though the limited edition nature of it also means a higher than usual […] The post PlayStation Unveils Death Stranding 2 Limited Edition DualSense appeared first on Lowyat.NET.  ( 16 min )
    Chery Previews The Tiggo Cross Hybrid At MAS 2025
    Alongside the Tiggo 7 and Tiggo 8, Chery also previewed the Tiggo Cross Hybrid at the Malaysian Auto Show (MAS 2025) yesterday. According to the automaker, the new model is most compact SUV in the company’s product line. In terms of design, it takes inspiration from the petrol variants, notably with the grille with black […] The post Chery Previews The Tiggo Cross Hybrid At MAS 2025 appeared first on Lowyat.NET.  ( 16 min )
    Government To Form Digital Asset And AI Advisory Council
    The government has agreed on setting up a Digital Asset and AI Advisory Council, with the aim of positioning Malaysia at the forefront of the digital economy world. During yesterday’s PMO briefing, the Prime Minister’s senior press secretary Tunku Nashrul Abaidah said that the council will be made up of experts from inside and outside […] The post Government To Form Digital Asset And AI Advisory Council appeared first on Lowyat.NET.  ( 16 min )
    GWM Tank 500 HEV Officially Debuts In Malaysia; Priced At RM328,800
    The Great Wall Motor (GWM) Tank 500 HEV has officially made its local debut at the Malaysia Autoshow 2025 yesterday, following a preview at the Kuala Lumpur International Mobility Show (KLIMS) late last year. Marking its arrival as a new entrant in the premium hybrid SUV segment, the seven-seater 4×4 is now offered locally in […] The post GWM Tank 500 HEV Officially Debuts In Malaysia; Priced At RM328,800 appeared first on Lowyat.NET.  ( 18 min )
    Chery Now Offers Tiggo 7 And Tiggo 8 Models As Hybrids
    While many automakers continue to chase fully electric ambitions, Chery is charting its own path with a focus on hybrids. At the Malaysia Autoshow (MAS) 2025, the Chinese automaker showcased plug-in hybrids (PHEV) versions of its Tiggo 8 and Tiggo 7 SUVs. Both vehicles are equipped with the Chinese automaker’s new Super Hybrid Platform (CSH), […] The post Chery Now Offers Tiggo 7 And Tiggo 8 Models As Hybrids appeared first on Lowyat.NET.  ( 18 min )

  • Open

    How The Ottawa Hospital uses AI ambient voice capture to reduce physician burnout by 70%, achieve 97% patient satisfaction
    TOH is using Microsoft’s DAX Copilot to capture physician-patient conversations and generate draft clinical notes in real time.  ( 8 min )
    5 strategies that separate AI leaders from the 92% still stuck in pilot mode
    Accenture's new research reveals the critical strategies that separate the companies successfully scaling AI from the 92% stuck in perpetual pilot mode, providing enterprise leaders with actionable insights to accelerate their AI transformation journey.  ( 8 min )
    The walled garden cracks: Nadella bets Microsoft’s Copilots—and Azure’s next act—on A2A/MCP interoperability
    Microsoft CEO Satya Nadella’s endorsement of Google DeepMind‘s A2A open protocol and Anthropic's MCP is huge sign the industry is moving to an open garden.  ( 8 min )
    Alibaba’s ‘ZeroSearch’ lets AI learn to google itself — slashing training costs by 88 percent
    Alibaba’s ZeroSearch trains large language models to beat Google Search and slash API costs by 88%, redefining how AI learns to retrieve information.  ( 7 min )
    Mem0’s scalable memory promises more reliable AI agents that remembers context across lengthy conversations
    Mem0's architecture is designed to LLM memory and enhance consistency for more reliable agent performance in long conversations.  ( 9 min )
    OpenAI names Instacart leader Fidji Simo as new CEO of Applications
    Simo’s appointment may also hint at a broader productization push within OpenAI. Her background at Facebook and Instacart underscores...  ( 9 min )
  • Open

    Gender characteristics of service robots can influence customer decisions
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    Newsreels from the UCLA Film and Television Archive
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    Show HN: Req Update Check
    Comments  ( 9 min )
    Podfox: First Container-Aware Browser
    Comments  ( 8 min )
    Adaptive Hashing
    Comments  ( 2 min )
    Fui: C library for interacting with the framebuffer in a TTY context
    Comments  ( 6 min )
    Prepare your apps for Google Play's 16 KB page size compatibility requirement
    Comments  ( 28 min )
    Bento gets a makeover
    Comments  ( 2 min )
    A flat pricing subscription for Claude Code
    Comments  ( 7 min )
    Writing an LLM from scratch, part 13 – attention heads are dumb
    Comments  ( 10 min )
    How the US Built 5k Ships in WWII
    Comments  ( 61 min )
    Making PyPI's test suite 81% faster – The Trail of Bits Blog
    Comments  ( 7 min )
    Show HN: Translate between dialects and share SQL queries on the browser
    Comments
    Implementing State Machines in PostgreSQL (2017)
    Comments  ( 5 min )
    Why do LLMs have emergent properties?
    Comments  ( 9 min )
    A brief history of the numeric keypad
    Comments  ( 60 min )
    Stability by Design
    Comments  ( 8 min )
    Show HN: Extension for full-text browser history search
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    How to start a school with your friends
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    Fighting Unwanted Notifications with Machine Learning in Chrome
    Comments  ( 19 min )
    The Screamer – a yell-on yell-off light
    Comments  ( 5 min )
    The Rise and Fall of the Visual Telegraph (2017)
    Comments  ( 18 min )
    Sole maintainer of Linux distro AnduinOS turns out to be a Microsoft employee
    Comments  ( 11 min )
    From: Steve Jobs. "Great idea, thank you."
    Comments  ( 4 min )
    Block Diffusion: Interpolating Autoregressive and Diffusion Language Models
    Comments  ( 7 min )
    Quantum Visions, an exhibition combining quantum physics and contemporary art
    Comments  ( 2 min )
    Static as a Server
    Comments  ( 5 min )
    Brokk: AI for Large Codebases
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    How much information is in DNA?
    Comments
    Chicago native Cardinal Prevost elected pope, takes name Leo XIV
    Comments  ( 15 min )
    In-Memory Ferroelectric Differentiator
    Comments  ( 36 min )
    Reservoir Sampling
    Comments  ( 10 min )
    Ciro (YC S22) is hiring a software engineer to build AI agents for sales
    Comments  ( 2 min )
    Show HN: Using eBPF to see through encryption without a proxy
    Comments  ( 12 min )
    More people are getting their tattoos removed
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    Void: Open-source Cursor alternative
    Comments  ( 5 min )
    Notes on rolling out Cursor and Claude Code
    Comments
    Habemus Papam - new pope elected on second day of the conclave
    Comments  ( 238 min )
    Hypermode Model Router Preview – OpenRouter Alternative
    Comments  ( 16 min )
    High tariffs become 'real' with our first $36K bill
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    Optimizing My Hacker News Experience
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    Show HN: Checking Pope's election results with smoke test script for chimney
    Comments  ( 2 min )
    Google Measures and Manages Tech Debt
    Comments  ( 30 min )
    Progress toward fusion energy gain as measured against the Lawson criteria
    Comments
    Arduino is at work to make bio-based PCBs
    Comments  ( 11 min )
    When Suno covers my song (very useful) – a study with variations
    Comments  ( 6 min )
    QueryLeaf: SQL for Mongo
    Comments  ( 23 min )
    Huawei unveils laptop running self-developed HarmonyOS as Windows licence expire
    Comments  ( 51 min )
    Show HN: Test your typing speed and accuracy with movie scripts
    Comments
    20 years to give away virtually all my wealth
    Comments
    Trump's NIH Axed Research Grants Even After a Judge Blocked the Cuts
    Comments  ( 17 min )
    Adventures in Imbalanced Learning and Class Weight
    Comments  ( 8 min )
    Google to Back Three New Advanced Nuclear Projects
    Comments  ( 19 min )
    Why the rich paid less tax in the 1970s – despite 98% tax rates
    Comments  ( 33 min )
    QueryHub
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    Globalization did not hollow out the American middle class
    Comments  ( 24 min )
    Microservices Are a Tax Your Startup Probably Can't Afford
    Comments  ( 12 min )
    Dart added support for cross-compilation
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    Ask HN: What are good high information density UIs (screenshots, apps, sites)
    Comments  ( 4 min )
    Yes, the Apple II MouseCard IRQ Is Synced to the VBL
    Comments  ( 7 min )
    The Price of Remission
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    My stackoverflow question was closed so here's a blog post about CoreWCF
    Comments  ( 4 min )
    Will protein design tools solve the snake antivenom shortage?
    Comments  ( 40 min )
    What Money Can't Buy: The Moral Limits of Markets
    Comments  ( 11 min )
    Artifact (YC W25) Is Hiring
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    Prolog's Eternal September (2017)
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    Monitoring my Minecraft server with OpenTelemetry and Prometheus
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    Xenon is an open source universal game cheating framework C++
    Comments  ( 18 min )
  • Open

    Changing Log Level at Runtime
    Ever wanted to change your log level in real-time? From your browser? Check this short video: Real-Time Log Levels Kiponos.io demonstrate changing Log Levels at runtime directly from the your web dashboard. Anything you change online - Instantly affects your runtime. Join the real-time revolution - signup and get your own! Kiponos.io  ( 3 min )
    Генератор супепаролей
    Check out this Pen I made!  ( 2 min )
    How to Rotate and Float Images in HTML for Mobile
    When designing your website, you may encounter a situation where you need to display an image in a specific orientation, especially on mobile devices. This article addresses a common challenge: rotating a horizontal image 90 degrees to make it vertical and then ensuring it floats correctly within your text. We will explore the CSS techniques required for this task and demonstrate how to effectively implement it. Understanding Image Rotation and Floating in CSS It’s quite straightforward to rotate an image using CSS. By applying the transform: rotate(90deg); property to your image, you can change its orientation. However, when you apply rotation, you may notice that floating the image using float: right; doesn’t behave as expected on mobile devices. This can lead to further complications, e…  ( 4 min )
    Your Agile team might be losing productivity without you realizing it!
    🚨 𝗪𝗔𝗥𝗡𝗜𝗡𝗚: Your Agile team might be losing productivity without you realizing it! The big problem? CONTEXT SWITCHING. Here's what studies say about context switching: According to the American Psychological Association, switching tasks can cost up to 40% of your productive time. A study by Gloria Mark, a professor at the University of California, Irvine, found that it takes an average of 23 minutes and 15 seconds to regain focus after an interruption. According to psychologist Gerald Weinberg, each extra task you switch between eats up 20–80% of your productivity: For agile teams, this means: So, how can you fix this? Set up 'no interruption' time blocks in your team's schedule. Prioritize tasks ruthlessly. Try the Pomodoro Technique. Get better at async communication. What have you tried to reduce context switching?  ( 3 min )
    Voices at the Threshold
    In the quiet corners of recording studios, a technological storm is brewing. Artificial intelligence, capable of replicating the unique timbres and resonant qualities of human speech, promises innovation—but brings with it profound ethical challenges. Where voice actors once saw stable creative livelihoods, they now confront serious questions about consent, identity, ownership, and even the meaning of artistic integrity itself. Together, let’s step carefully into this nuanced landscape—where the human voice and machine capability meet, mix, and inevitably conflict. For voice performers, their instrument isn’t merely technical or professional. It's deeply personal: a distinctive signature inseparable from their identity. Unlike written words or musical notes, a voice embodies a person's emo…  ( 6 min )
    Exploring SuperRare’s Integration with Arbitrum: Bridging Digital Art and Next-Generation Blockchain Solutions
    Abstract SuperRare’s recent integration with Arbitrum is transforming the digital art landscape by combining quality curation with an advanced, scalable blockchain solution. This post dives into the evolution of NFT marketplaces, details the integration processes between SuperRare’s curated platform and Arbitrum’s Layer 2 scalability, and examines real-world applications, technical challenges, and future trends. With easy-to-read explanations, tables, bullet lists, and authoritative links such as What is Blockchain? and What is Arbitrum?, this guide is a must-read for developers, digital art collectors, and investors looking to stay ahead in this rapidly evolving ecosystem. The digital art revolution has brought blockchain technology to the forefront of creativity and investment. Among t…  ( 9 min )
    How to Sync Git Repository Dependencies Using uv in Python?
    Introduction In modern Python development, managing dependencies efficiently is crucial. If you're using the uv tool for dependency management, you might encounter a situation where you want to keep your Git-based dependencies up to date whenever changes are made in the repository. This article will help you figure out how to configure uv to automatically perform a git pull for your dependencies, ensuring your virtual environment reflects the latest code. Understanding the Issue The problem arises when you add a Git repository as a dependency in your project using the uv add command. After making commits in the Git repository of the dependency, you might expect that running uv sync will pull the changes and update the files in your current virtual environment (usually located in .venv). Ho…  ( 5 min )
    Mastering HTML, CSS & JavaScript: A Web Developer’s Roadmap
    If you're setting out to become a web developer, learning HTML, CSS, and JavaScript is non-negotiable. These three languages form the foundation of everything you see and interact with on the web. But with so many tutorials, tools, and frameworks available, where do you even begin? This guide breaks it down for you. It’s not just a checklist—it’s a human roadmap you can follow to build real confidence and skills in web development. Start with the Web Basics Before you dive into any code, take a moment to understand how the web works. Learn about browsers, servers, URLs, and the HTTP protocol. These concepts give you context and help you grasp why you're coding something a certain way. Learn HTML: The Structure HTML (HyperText Markup Language) is the skeleton of every webpage. You’ll ne…  ( 5 min )
    Building a Mobile App for Cleaning Services: How Tech is Transforming Housekeeping
    In today's fast-paced and tech-savvy world, the demand for cleanliness is not just about hygiene—it's about convenience, efficiency, and trust. This is where mobile technology plays a crucial role. Whether it's for homeowners looking to tidy up their living space or businesses maintaining office cleanliness, a dedicated mobile application can be a game changer for cleaning service providers. A mobile app designed for cleaning service management allows both customers and providers to interact more efficiently. Here's what it typically brings to the table: Real-time booking and scheduling GPS-based service tracking Customer reviews and ratings Secure payments Push notifications for reminders and updates With these features, businesses can significantly improve customer satisfaction and opera…  ( 5 min )
    Building Jolyo: a unified platform for managing and growing game development projects
    Hi Dev.to, I'm Dylan Clément, a full-stack developer and designer. Over the last few months I’ve been working on something called Jolyo, a web platform built specifically for indie game developers who are tired of juggling a million tools. Like many in the game dev scene, I found myself constantly switching between Trello for tasks, Notion for docs, Google Drive for assets, Discord for team chat, and itch.io for visibility. It worked, sort of. But it was messy and inefficient. So I started building Jolyo, a platform that brings all these essentials together in one place, with game creators in mind. Jolyo is a web-based workspace for managing game development projects. It centralizes everything: tasks, documentation, team collaboration, and community sharing. Instead of jumping between disc…  ( 4 min )
    Key Takeaways for Software Engineers on Git Internals
    Mastering Git from the inside out—what every developer should know. Git isn’t just a version control system—it’s a content-addressable key-value store with an elegant and powerful object model. Understanding this model enables advanced usage, more efficient workflows, and better debugging. Git stores everything in its .git/objects/ directory using SHA-1 hashes as keys and compressed content as values. echo "Hello Git" | git hash-object -w --stdin This command stores a blob (file content) and returns its SHA-1 hash. Git’s internal model revolves around four object types: Type Purpose blob Stores raw file content (not filename). tree Represents directory structure. commit Points to a tree and includes metadata and parent commits. tag Creates referenceable, named points in histo…  ( 4 min )
    Go Struct: What Happens When You Add a '_' Field?
    In the Go programming language, we often see the use of the underscore (_), such as using it as a placeholder to ignore unwanted variables, importing packages solely for their side effects, or ignoring variables in type conversions. However, most people may not have encountered the use of an underscore within a struct—specifically, defining a struct field named _. So, what is the purpose of defining such a field? _) Fields First, let's look at an example of a struct without an underscore (_) field. In the model package, we define a User struct with two fields: Name and Age. type User struct { Name string Age int } We declare struct variables using both positional and named field initialization. user := model.User{"Alice", 18} user = model.User{Name: "Alice", Age: 18} In the ab…  ( 5 min )
    Monitoramento de Erros com Sentry no React + Vite: Guia Completo
    React + Vite , integrar o Sentry pode ser o passo mais inteligente para garantir observabilidade, rastrear bugs em produção e entender o que está acontecendo com seus usuários —  antes que eles reclamem. Neste artigo, você vai aprender: O que é o Sentry e por que usá-lo Como integrá-lo em um projeto React + Vite Como testar, personalizar e tirar proveito real da ferramenta e muitos mais O Sentry é uma ferramenta de monitoramento de erros em tempo real. Ele captura exceções, mostra o contexto (usuário, navegação, ambiente) e ainda integra com ferramentas como Slack, GitHub e Jira. Por que usar Sentry em React? Stack trace completo com source maps (achei melhor que Datadog e Dynatrace) Captura de erros não tratados e warnings Agrupamento inteligente de problemas Performance monitoring (opcio…  ( 7 min )
    Google A2A Protocol : Integrating AI into existing Java Applications
    Transform your existing Java applications into AI-powered solutions without the need for a separate server infrastructure. Code for this article is here Introduction Prerequisites Weather Service Google Search Notification System File Operations Implementation Guide Examples Best Practices This guide demonstrates how to leverage the Google A2A (Agent-to-Agent) protocol to infuse AI capabilities into your existing Java applications. The A2A protocol enables seamless integration of AI functionalities without requiring a separate server infrastructure, making it an ideal solution for enhancing your business applications with AI features. Before you begin, ensure you have: Java 8 or higher Maven or Gradle for dependency management Basic understanding of Spring Framework A2A library dependenci…  ( 5 min )
    Easy parsing with reasonable error messages in OCaml's Angstrom
    PARSER combinators are widely used in the world of functional programming, and OCaml's Angstrom library is one of them. It is used to implement many foundational parsers in the OCaml ecosystem, eg HTTP parsers for the httpaf stack. However, one of their bigger downsides is the lack of accurate parse error reporting. Let's take a look. Suppose you want to parse records of this format: 1 Bob ie an ID number followed by one or more spaces, followed by an alphabetic word (a name). Here's a basic Angstrom parser for this: open Angstrom type person = { id : int; name : string; } let sp = skip_many1 (char ' ') let word = take_while1 (function 'A' .. 'Z' |'a'..'z' -> true | _ -> false) let num = take_while1 (function '0'..'9' -> true | _ -> false) let person = let+ id = num and+ _ = sp an…  ( 4 min )
    How to Implement Multiple App Initializers in Angular 19?
    When developing an Angular application, managing multiple asynchronous initialization tasks can be a bit tricky, especially when you need to chain them to ensure all required configurations are loaded before your app starts. In this post, we’ll explore how to properly set up multiple app initializers in an Angular 19 application, specifically when using the provideAppInitializer function to load configurations from a service. Understanding App Initialization in Angular Angular's dependency injection system provides a way to delay the app's bootstrap process until all necessary dependencies are ready. This is done through the application configurator, where you can specify initial functions to execute before the application begins. For instance, in your application, you have provideAppIniti…  ( 4 min )
    Understanding Lazy Loading to Improve Web Performance
    Lazy loading is a technique that can greatly improve website performance, especially for pages with a lot of content or images. Instead of loading all elements of a page on initial load, lazy loading allows the browser to only load elements that are visible to the user, saving bandwidth and speeding up page load times. As users increasingly rely on mobile devices and sometimes slower internet connections, site performance becomes crucial for user experience. One of the easiest ways to improve performance is by using lazy loading for images or other elements that are not immediately visible on the page. One way to implement lazy loading is by using the Intersection Observer API, which provides an efficient way to detect when elements come into the user's viewport. Here’s a simple example of…  ( 4 min )
    Advanced Commands for Exploring Git Internals
    Become a Git power user by mastering its low-level inspection and history tools. While Git’s porcelain commands help manage day-to-day workflows, plumbing commands reveal its internal architecture. This article explores commands like git ls-tree, git rev-parse, git fsck, and advanced git log formats to help you debug, visualize, and verify with confidence. git ls-tree HEAD Lists files and directories tracked in the current commit: git ls-tree HEAD 100644 blob a4c2e3e file1.txt 100644 blob b6f9d5f file2.txt 040000 tree 3f5e2a7 src 100644: File mode (permissions). blob/tree: Object type. a4c2e3e: Object SHA-1. file1.txt: File name. git rev-parse HEAD git rev-parse HEAD Output: 9b2e3d7a8f00c6e4f88d70a9c2e7fcbf97e6c9c5 This hash is essential for scripting, CI/CD integration, and deb…  ( 4 min )
    Zero-Knowledge Proofs on Blockchain: Enhancing Privacy and Security
    Abstract Zero-knowledge proofs (ZKPs) are revolutionizing blockchain technology by providing robust privacy and security enhancements without compromising transparency or decentralization. In this post, we explore the origins, core concepts, and diverse applications of ZKPs—from confidential transactions to scalable blockchain solutions. We review prominent technologies such as zk-SNARKs, zk-STARKs, Bulletproofs, and newer entrants like PLONK and Halo, and discuss their roles in tackling the inherent challenges of blockchain—as well as how they enable future interoperability. We also incorporate insights from the broader blockchain and open-source communities, presenting a technical yet accessible discussion for developers and enthusiasts alike. Blockchain systems have come a long way fr…  ( 8 min )
    🧠 What Tech Career Should You Choose? This Uses Amazon Q CLI to Help You Decide
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities RutaTech CLI is a command-line tool built with Node.js and Amazon Q Developer that helps users - especially students, career changers, and curious adults - explore paths in technology through a personalized, interactive experience. This tool transforms the question "What career in technology is right for me? into a conversation in the Amazon Q-powered CLI. Users can: 📝 Take a quiz to identify skills. 🧩 Get AI-generated learning paths 💡 Find real opportunities (bootcamps, scholarships, jobs) ❤️ Discover inspiring stories from technology professionals 🤩 Explore interactive challenges 🤝 Match personal interests with relevant technology roles This isn't just a script - it's a smart, mod…  ( 4 min )
    How Git Uses SHA-1 for Commit History
    Unlocking the Internals of Git’s Immutable Architecture Git is more than just a version control system—it’s a cryptographic ledger that builds its commit history on top of SHA-1 hashing. This design enables immutability, traceability, and distributed consistency. Every Git commit is represented by a SHA-1 hash that encodes the entire state of the project at a point in time. git log --pretty=raw Output: commit 9fceb02b21337d3025f69e22f68c82d20a000000 tree 36b74b3b8f6a... parent cf23df2207d9... author John Doe committer John Doe Commit SHA-1: Fingerprint of the current state. Tree SHA-1: Represents the directory structure. Parent SHA-1: Links to prior commits (commit chaining). Metadata: Author, committer, and commit message. Git’s SHA-1 hashing …  ( 5 min )
    Why Does Fused Location Client Freeze Locations? Insights and Solutions
    Understanding Fused Location Client Behavior When using the Android Fused Location Client, many developers encounter the issue where the lastLocation temporarily freezes, showing the same coordinates repeatedly. This observation can be particularly perplexing, especially for those utilizing it within a Jetpack Compose application to display locations on a Google Map. Let's explore this phenomenon and some potential reasons for this behavior. How the Fused Location Client Works The Fused Location Client is a part of the Google Play services designed to provide location updates in a way that minimizes battery consumption while ensuring high accuracy. By using various sources like GPS, Wi-Fi, and Bluetooth, it can determine the user’s location effectively. However, it can also lead to scenari…  ( 5 min )
    Git as a Content Manager: Beyond Version Control
    Unlocking Git’s Inner Mechanics for Expert-Level Mastery When most developers think of Git, version control comes to mind. But beneath its porcelain surface lies a powerful, content-addressable file system designed with immutability, integrity, and efficiency in mind. This post peels back the layers to explore Git as a content management system, powered by cryptographic hashing and a robust object model. At the core of Git is content-addressability—a paradigm where content is identified and retrieved using a SHA-1 hash, not a filename. “If two pieces of content are the same, Git ensures they are stored once—immutably and efficiently.” This design guarantees: Uniqueness: Identical content results in identical hashes. Integrity: Any mutation alters the hash and creates a new object. Dedupl…  ( 5 min )
    How to Maintain Content Editable Box Functionality with Color Change
    In modern web development, creating a dynamic user interface with interactive elements is crucial. One common use case is the contenteditable attribute, which allows users to edit text directly in a block element. In this article, we'll address a specific challenge: how to change the color of certain characters while still allowing users to type freely in a contenteditable div. Understanding the Problem The issue arises from the way you are manipulating the inner HTML of the contenteditable div. When you use innerHTML to replace characters with styled elements, it effectively refreshes the entire content of the div, causing the cursor position to reset and leading to a frustrating user experience. This can also prevent users from typing, as they may lose their current input context.…  ( 4 min )
    The Perils of "I'll Fix That Later": A Smart Home Sob Story
    You know the drill. That tiny, deceptively benign issue you've been studiously ignoring, muttering "Eh, I'll fix that later." Then, inevitably, something pokes the bear, making the minor annoyance a major pain. Suddenly, you're motivated, nay, compelled to vanquish it. And that's when all hell breaks loose. Every attempted fix births three new problems, and your entire day evaporates into a black hole of troubleshooting. Yeah, that was my day. So, What Fresh Hell Was This? It all started with a seemingly insignificant hiccup in my Home Assistant smart home setup. On my phone? Smooth sailing. On my desktop, however, specifically with Opera – my now former browser, thanks to this debacle – things were decidedly less smooth. Opera, bless its little cotton socks, was having an absolute fit try…  ( 6 min )
    I Built "Hackerman" with Amazon Q
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: That's Entertainment! Ever had your non tech friends/colleagues/family stare when you use a terminal in front of them, asking if you are you hacking something. Now you can truly amaze them them further with a web based terminal simulator that turns random keystrokes into impressive looking cybersecurity wizardry. Inspired by Hollywood's classic hacker scenes furious typing, screens filled with code, dramatically shouting "I'm in!", Hackerman transforms ordinary typing into a spectacular digital show. The interface creates convincing technical jargon, shows animated progress bars, and simulates security breaches all without needing any actual hacking knowledge. I created this fun project with Amazon Q generating co…  ( 5 min )
    How Do ACID Principles Work in SQL Databases?
    In the world of databases, ensuring data integrity and consistency is paramount. This is where ACID principles come into play. ACID stands for Atomicity, Consistency, Isolation, and Durability, and these principles are foundational to any SQL database operation. Let's explore each principle and provide examples to illustrate how they work in practice. What Are the ACID Principles? Atomicity Atomicity ensures that a series of database operations either fully complete or do not happen at all. This means that if one operation in the transaction fails, all previous operations are rolled back to maintain the state before the transaction began. For example, consider a banking application where we need to transfer funds from one account to another. Both deduction from the sender's account and add…  ( 5 min )
    Why does operator+= work with initializer lists in C++?
    Introduction In this article, we explore why the operator+= in C++ can accept brace-enclosed initializer lists while operator+ cannot. Understanding this issue is crucial for C++ developers, especially when dealing with operator overloading in modern C++. The Issue Explained When working with C++11 and later, initializer lists are a powerful feature that allows for more natural syntax when initializing collections. However, when you try to use these lists with overloaded operators, things don't always go as expected. The code snippet shared shows two operator overloads defined for a struct AddInitializerList: one for operator+= and another for operator+. #include #include using namespace std; struct AddInitializerList { void operator+= (initializer_list<i…  ( 4 min )
    Transform Your Website into a Mobile App with AI: A Step-by-Step Guide
    In today's mobile-first world, having just a website isn't always enough. With smartphone users spending over 90% of their mobile time in apps rather than browsers, converting your website into a dedicated mobile app can dramatically boost engagement, enhance user experience, and drive conversions. Thanks to AI-powered tools, this transformation no longer requires an army of developers or a massive budget. This guide walks you through exactly how to turn your website into a mobile app using cutting-edge AI platforms—quickly, affordably, and with minimal technical knowledge. Before diving into the how-to, let's consider why businesses are rushing to create mobile apps from their existing websites: Faster Loading: Apps load instantly compared to websites, reducing frustration and abandonment…  ( 7 min )
    Comparing No-Code App Builders: Which Platform Is Ideal for Your App?
    Comparing No-Code App Builders: Which Platform Is Ideal for Your App? In today's fast-paced digital landscape, creating apps no longer requires extensive coding knowledge or a substantial development budget. The rise of no-code platforms has democratized app development, allowing entrepreneurs, small businesses, and creative minds to bring their ideas to life without writing a single line of code. But with so many options available, how do you choose the right platform for your specific needs? The no-code movement has gained tremendous momentum in recent years, fueled by the growing demand for digital solutions across all industries. These platforms use visual interfaces with drag-and-drop capabilities, pre-built templates, and intuitive design tools to help users create functional appli…  ( 6 min )
    How to Implement SOLID Principles in Java with Examples
    Introduction to SOLID Principles in Java The SOLID principles are a set of five design principles aimed at making software designs more understandable, flexible, and maintainable. When you implement these principles properly in Java, you can greatly improve the structure of your code. Each letter in SOLID represents a different principle: S - Single Responsibility Principle (SRP) O - Open/Closed Principle (OCP) L - Liskov Substitution Principle (LSP) I - Interface Segregation Principle (ISP) D - Dependency Inversion Principle (DIP) In this article, we will explore each of these principles with practical Java code examples to illustrate their importance and application. Single Responsibility Principle (SRP) The Single Responsibility Principle states that a class should have only one reason …  ( 5 min )
    How to Resolve Kotlin Compilation Error in React Native with Google Health Connect?
    Introduction If you are experiencing a Kotlin compilation error while integrating Google Health Connect into your React Native project, you're not alone. Many developers encounter this issue when following the setup guide from the official GitHub repository. The error message often looks something like this: Execution failed for task ':app:compileDebugKotlin'. A failure occurred while executing org.jetbrains.kotlin.compilerRunner.GradleCompilerRunnerWithWorkers$GradleKotlinCompilerWorkAction Compilation error. See log for more details In this article, we will explore why this error occurs, the common pitfalls, and a step-by-step guide to successfully troubleshoot and resolve the issue. Understanding the Issue The Kotlin compilation error during the Gradle build process can arise due to mu…  ( 5 min )
    Hi, I’m Sveta — DevOps Student & Aspiring Engineer 🌍
    Hi everyone! 👋 I’m Sveta, a DevOps & networking student currently based in Prague 🇨🇿. Originally from Russia, I’m studying in the Czech Republic and learning everything I can about modern infrastructure, automation, and working in tech. 🛠️ What I’m Learning: Computer networks & internet technologies CI/CD, Docker, GitHub Actions Basics of Linux & scripting Working part-time in IT to gain real-world experience 🎯 My Goals: Build a DevOps portfolio with real projects Move to a country where I can grow, learn, and live fully 💡 What I’ll Be Posting(or try posting): Simple, real-world DevOps projects Tips I learn as a student working part-time Thanks for reading! If you're also learning DevOps, preparing to study abroad - let's connect! 💌  ( 3 min )
    🐕 Why We Built a Lightning-Fast Static Website for French Dog Parks with Astro.js
    In the age of over-engineered web apps, sometimes all you need is a super fast, SEO-friendly static site to solve a real-world problem. That’s exactly what we set out to do with Parcs Canins — a curated directory of secure, fenced dog parks in France, built entirely with Astro.js. Dog owners often struggle to find safe, off-leash parks where their pets can play freely. Municipal websites are clunky, outdated, and poorly ranked on Google. So instead of building a full-blown app, we decided to focus on: Speed Simplicity Search engine visibility Our goal: Make it dead simple for dog owners to find fenced parks with just a Google search or a quick browse. We chose Astro because it solves two core problems at once: Blazing-fast performance: Astro ships zero JavaScript by default. Built-in SEO t…  ( 4 min )
    Must-have skills for data analysts in 2025: A complete guide
    Do you want to stay competitive in the rapidly evolving field of data analysis? As organizations increasingly rely on data-driven decision-making, the skills needed by data analysts have become more diverse and sophisticated than ever before. In 2025, successful data analysts need a versatile combination of technical skills and soft skills to transform raw data into actionable insights that drive business value. This comprehensive guide explores the essential data analyst skills you need to thrive in today's business environments. We'll cover both the technical foundations and the equally important soft skills that set exceptional analysts apart. This post also highlights how you can become more efficient and effective by using modern tools such as Quadratic AI. Technical skills for data a…  ( 10 min )
    Firewall and Network Management in Red Hat Linux
    Welcome to Day 24 of the 30 Days of Linux Challenge! Today’s focus is on securing and managing network access using firewalld, nmcli, and iptables — tools that are deeply integrated into Red Hat-based systems. Why Firewall & Network Management Matters Start and Enable firewalld Check Firewall Status and Rules Allow and Block Services Port-Based Rules with firewalld Use Zones for Granular Control Manage Network Connections with nmcli Inspect Rules with iptables Try It Yourself Why This Matters 🔒 Firewalls protect your system from unauthorized access 🌐 Network tools ensure connectivity, DNS, IP config, and interface control 🚀 Red Hat provides enterprise-grade options to manage both with precision sudo systemctl enable --now firewalld sudo firewall-cmd --state This shows: Active zone …  ( 4 min )
    How I Slashed Infrastructure Costs by 80% for a Struggling Startup
    When I took over a project for a client recently, I discovered they were spending nearly $1,000 monthly on AWS infrastructure despite having fewer than 5 active users. This is how I fixed it. The Problem Poorly designed Flask backend Everything running in development mode on expensive AWS EC2 instances A client who had just laid off their team and needed an MVP launched The Solution Purchased two high-performance dedicated servers from Hetzner Self-hosted Coolify as a Platform-as-a-Service solution Containerized all application components Implemented CICD with Github for streamlined deployments. Migrated everything away from AWS For those unfamiliar, Coolify is an open-source alternative to Netlify or Heroku that can be self-hosted on your own infrastructure. The Results 80% reduction in monthly infrastructure costs (from ~$1,000 to ~$<200) More stable environment with proper containerization Simplified deployment process Full control without vendor lock-in Key Takeaway Before automatically choosing the most popular cloud provider, consider alternatives like Hetzner combined with self-hosted PaaS solutions like Coolify. For many early-stage startups, this approach provides the right balance of developer experience and cost-efficiency. Sometimes the best technical solution isn't the most expensive one. Upcoming Self-host Coolify on your own infrastructure Host your own services like analytics, project management tools, interactive forms like Formspree, and much more.  ( 3 min )
    Manual Testing Basics and Beyond
    Common Manual Testing Techniques: Manual testing techniques help to ensure that software should meets the customer requirements, defects and enhance the user experience.The most common methods are below, Black Box Testing: Testing Examples: Acceptance testing,Functional testing and Regression testing. White Box Testing: Testing Examples: Unit testing and Integration testing. Gray Box Testing: Exploratory Testing: Functional Testing: Sanity Testing: Acceptance Testing: Regression Testing: Boundary Value Analysis: Boundary value analysis is a black box testing techniques its used to validate the input values at their boundary limits. This BAV technique is used to identified the errors at the boundary conditions. In BAV, tester need to identify the input boun…  ( 5 min )
    How to Fix ProviderNotFoundException in Flutter App
    Introduction If you're developing a Flutter application, you may encounter the ProviderNotFoundException error, as described in the sample you provided. This error indicates that the BuildContext used does not have access to the Provider you're trying to access, which can be particularly tricky when managing state across multiple screens or routes in your Flutter app. Understanding the ProviderNotFoundException The ProviderNotFoundException occurs when a widget tries to read a provider that hasn't been set up in its ancestor widget tree. This commonly happens in several scenarios: Hot Reload Issues: After adding a new provider, if you perform a hot reload instead of a hot restart, the application state may not fully recognize the new provider. Incorrect Widget Hierarchy: If your provider i…  ( 4 min )
    What I Learned During the SheFi Program — And Why I Recommend It
    What I Learned During the SheFi Program — And Why I Recommend It I started my journey into the world of crypto with a lot of doubts. I thought: "If anything, I’d invest in ETH, not Bitcoin." But even then, I was concerned about the environmental impact. Reading more, I discovered that Ethereum had transitioned to a more sustainable consensus mechanism — Proof of Stake (PoS) — unlike Bitcoin's Proof of Work (PoW). That helped ease my conscience a bit. But that was just the first hurdle. I set up my wallet and opened an account on a crypto exchange. That part was fairly smooth — I'm a software engineer, so I know my way around tech. Still, I found myself uneasy about usability and safety. Crypto addresses are long, unreadable strings, and one wrong character could mean losing your funds fo…  ( 4 min )
    From Input to Impact: How Our RDH Turns Raw Data into Real-Time Signals
    From Input to Impact: How Our RDH Turns Raw Data into Real-Time Signals So far on this journey, I’ve covered why you need a Robust Data Hub (RDH), how to document your sources, and how to organize data for visibility and traceability. Now we’re at the next phase—turning known inputs into actionable signals. This article isn't about vendor lock-in (although we could write a book on that). It’s about what we can control: how we capture data that already exists in our environment and transform it into something we can act on immediately. Our RDH (Robust Data Hub) leverages RDF (Resource Description Framework) to normalize data across distributed operations. But before we get to RDF conversion, there's an important layer that often gets skipped in discussions. This article focuses on that mi…  ( 8 min )
    From Input to Impact: How Our RDH Turns Raw Data into Real-Time Signals
    From Input to Impact: How Our RDH Turns Raw Data into Real-Time Signals So far on this journey, I’ve covered why you need a Robust Data Hub (RDH), how to document your sources, and how to organize data for visibility and traceability. Now we’re at the next phase—turning known inputs into actionable signals. This article isn't about vendor lock-in (although we could write a book on that). It’s about what we can control: how we capture data that already exists in our environment and transform it into something we can act on immediately. Our RDH (Robust Data Hub) leverages RDF (Resource Description Framework) to normalize data across distributed operations. But before we get to RDF conversion, there's an important layer that often gets skipped in discussions. This article focuses on that mi…  ( 8 min )
    How to Fix Text Disappearing in C Backspace Functionality
    Introduction If you're writing a simple text editor in C and encountering issues with your text disappearing when using the Backspace key at the beginning of a line, you're not alone. Many newcomers face unexpected behavior in their text manipulation functions. This article will dive into why this happens, particularly focusing on how Backspace interacts with your cursor position and text storage. Understanding the Issue In your C text editor code, when you press the Backspace key (ASCII 8), you're performing different operations depending on the cursor's current position. If the cursor is at the beginning of a line (cursor_x = 0), the function tries to merge the current line with the preceding line using strcat. Though this is an intended feature, it inadvertently leads to the upper line …  ( 5 min )
    MediaSession API for Custom Media Controls
    Mastering the MediaSession API for Custom Media Controls: A Deep Dive Introduction The MediaSession API, a relatively recent addition to the web's suite of client-side APIs, allows developers to manage media playback in a way that enhances both user experience and control consistency across different devices and platforms. With the rise of progressive web applications (PWAs) and enhanced media streaming services, mastering the MediaSession API is imperative for developers aiming to create rich, user-friendly media experiences. This article serves as a comprehensive guide that explores the intricacies of the MediaSession API, examines complex code examples, highlights best practices, and underscores real-world applications in modern web development. Early web media playback rel…  ( 7 min )
    Creating Dynamic Routes in Next.js with Just 4 Lines of Code
    Did you know you can create dynamic routes in Next.js with just four lines of code? As a freelancer working on front-end projects to pay the bills (thanks, American healthcare system), I recently discovered how to create dynamic routes in Next.js without any extra complications. The Problem I was tasked with creating a list of dashboards for Annual Performance Reviews (APR). Each APR has a unique name, and each one needs its own route, like: http://localhost:3000/apr/[ReviewType] With a large dataset containing various types of APRs, manually creating each route by making individual folders inside the app directory wasn’t feasible: -- app Manually replacing review[index].type with the actual review types from my data would be tedious and inefficient. The Solution I simplified the structure by creating a single folder: -- app Using square brackets in a folder name creates what Next.js calls a Dynamic Segment. With a Dynamic Segment, you can access all the parameters using the useRouter hook. In my case, I didn’t need to use the hook because I already had the review types, and the slugs in the URL matched those types. The solution was straightforward: const reviewType = reviewsType.find((rt) => rt.slug === params.reviewType); The {params} are the props in the page.jsx file of my Dynamic Route. If the reviewType from the URL matches the slug type, it’s a valid reviewType, and I can create the slug. It’s that simple. Later, I'll call the Links with their href destination to generate the user’s click in the sidebar component: reviewsType.map((rt) => {rt.title} ); Conclusion Next.js routing is incredibly powerful and easy to use. I’m excited to continue exploring all of Next.js’s capabilities and preparing a course for developers like me. If you’re proficient in web development but new to Next.js, join our community learning sessions. Live sessions and recordings will be available! Interested? Reach out!  ( 4 min )
    $100K/day cloud bill isn't a Bug – it's by Design
    Cloud platforms are built to scale. That’s their core feature — and their hidden risk. Every request to a cloud function, database, or storage API has a cost. If enough requests arrive, even legitimate-looking ones, the backend will scale automatically and incur that cost — and the account owner will receive the bill. This is not an exception. It is the intended behavior. Several public cases illustrate how cloud billing can be exploited or spiral out of control: $100K in 24 hours via Firebase – A WebGL hosting app saw a sudden traffic spike and was billed over $100,000. The cloud service scaled perfectly. No failure occurred — other than financial. One public file in Firebase = $98K – A single shared file led to massive egress usage and a near six-figure bill. GCP DDoS → $100K+ pro…  ( 4 min )
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    Check out this Pen I made!  ( 2 min )
    10 Cheap Ways to Deploy Docker Containers in 2025
    If you’re tired of fighting with cloud infrastructure just to ship your app, you’re not alone. In 2025, there are now more accessible, affordable, and even AI-assisted ways to deploy Docker containers. Whether you’re hacking on a personal project or building something serious, you don’t need a DevOps team to go live. 1. Defang Defang lets you deploy any app from Docker Compose to your favorite cloud in minutes. Use the AI-powered CLI to scaffold projects or pick from 50+ ready-made samples. Run defang compose up to deploy instantly to Defang Playground or your own cloud with support for AWS, GCP, and DigitalOcean. Defang handles networking, SSL, storage, and more so you can skip the setup. It also includes an AI debugger to help fix issues fast. With the Defang MCP, you can even deploy y…  ( 5 min )
    10 Cool CodePen Demos (April 2025)
    Glitch Hover Effect Nazanin Ashrafi shared a series of creative button effects this month, all built with pure HTML and CSS. The animations are simple yet cleverly executed and well-achieved. This glitching button changing shapes and colors caught my attention, but check her profile but other cool button designs. Text circle animation Scroll the page at different speeds and watch how the animation adapts in real time. It's mesmerizing and almost hypnotic. The fact that this is HTML and CSS only is mind blowing. Stijn Van Minnebruggen used scroll-driven animations to create this spinning word-wheel and took it to another level. Amazing demo! Product Swiper Tired of the same old product pages on e-commerce sites? Diana Moretti brings a fresh twist with a…  ( 4 min )
    Linux Myths vs Reality: What Beginners Should Know
    Introduction As I continue my 30-day Linux challenge in preparation for the RHCSA exam, today marks a milestone — the final day. And what better way to wrap up than by clearing the fog surrounding Linux itself? Linux is often wrapped in layers of myth, hearsay and outdated assumptions — scaring off beginners and making even seasoned IT professionals second-guess exploring it deeper. Today, we’re busting the biggest myths and laying out the realities with clear explanations, practical examples, industry insights and real-time scenarios. Let’s get comfortable with the truth. Index Myth 1 Linux is Only for Programmers and Hackers Myth 2 Linux Has No Good Applications Myth 3 You Must Know Terminal Commands to Use Linux Myth 4 Linux is Hard to Install and Configure Myth 5 Linux is Not Suit…  ( 5 min )
    Linux for Non-Techies: A Simple Guide to Getting Comfortable
    Introduction As I continue my RHCSA journey with the 30-day Linux challenge. Today, I want to step back from the deeply technical commands and configurations and instead speak directly to the non-techies — the project managers, analysts, entrepreneurs, marketers and curious learners who’ve always heard about Linux but found it intimidating or irrelevant to their daily workflows. Spoiler alert: Linux isn’t just for system admins and developers anymore. powerful, stable and surprisingly user-friendly environment that can make you more productive, resourceful and confident — no matter your job title. In this guide, I’ll break it all down simply with examples, helpful tips, real-world cases and industry insights so you’ll walk away saying: “I can use Linux, and I’m comfortable doing it.” Ind…  ( 5 min )
    React Full-Stack Just Code: Build a Business 🧠💰
    If you're a React developer, you've probably built dozens of projects. Maybe a weather app here, a dashboard there, or even a clone of some Silicon Valley unicorn. But here's a blunt truth: 🚨 Most devs are rich in code and poor in strategy. In this post, we're flipping that script. I’ll show you how to go from a React builder to a React business — using skills you already have, without waiting for VC funding, cofounders, or "the perfect idea." Let’s build something that pays you back. React devs often forget we hold superpowers: We can prototype ideas in hours. We know APIs and how to stitch products together. We can ship polished, production-ready web apps. You don’t need to build the next Stripe. You just need to solve a \$997 problem for someone — and React is the perfect toolkit for t…  ( 7 min )
    Disk Space Awareness: df, du and What is Filling Up Your System
    Introduction I’m continuing my 30-day Linux challenge as part of my preparation for the RHCSA exam, and today’s topic might just be a lifesaver for system admins and everyday users alike: understanding disk space usage with df, du and how to find what’s clogging up your system. Index Why Disk Space Awareness Matters What is df What is du Real Time Scenario Industrial Insight Recommendations Quick Summary Running out of disk space can silently break a system whether it's preventing new files from being written, blocking services or even crashing processes. Being proactive is key. That’s where df and du come in, they give you a clear picture of what's full, why, and how to fix it. df (Disk Free) reports available and used disk space on file systems. df -h $ df -h Filesystem Size …  ( 4 min )
    Killing Processes Gracefully with kill, pkill and killall
    Introduction As I continue my 30-day Linux challenge in preparation for the RHCSA exam. Today is about something powerful yet surprisingly elegant: gracefully managing running processes in Linux. Each command, each concept is another step toward mastery. Index What Happens When a Process Misbehaves kill pkill killall Real World Scenario Pro Tips Quick Summary Sometimes, a process freezes, eats up memory, or refuses to quit. That’s where Linux gives us three mighty tools to step in with authority but grace too. kill pkill killall Let’s understand how each works. The Precision Tool kill is used to send signals to specific processes using their PID (Process ID). kill -SIGTERM 1234 This sends a polite request (SIGTERM) asking the process to stop. Want to force it? kill -9 1234 # SIGK…  ( 4 min )
    🚀 From React Developer to Digital Agency Owner
    Ever thought your React skills could build more than apps? What if they could build income streams, fast-moving micro-businesses, or even an entire local agency—without needing investors, employees, or startup capital? Let’s talk about building a business from your dev toolkit. While React dominates the tech stack at big startups, its real superpower lies in its flexibility. You can build: 🌐 Full-stack web apps (Next.js, Remix, Astro) 📱 Mobile apps (React Native) 🔧 Internal tools (Retool + custom React components) 📈 Data dashboards 🛒 E-commerce frontends 🎯 Lead-gen landing pages Now imagine pairing that with a smart monetization strategy. React gives you leverage—but leverage only works if you apply it to the right problems. Here are business angles that use your skills for revenue: …  ( 7 min )
    Viewing Processes with ps, top and htop
    Introduction As I continue my 30-Day Linux Challenge for RHCSA preparation with the #CloudWhistler community led by Ali Sohail. Today I’m diving into a topic that helps you see what's really happening inside your Linux system process monitoring. In this article, I’m exploring three powerful commands: ps, top and htop. Index What Are Processes in Linux ps Process Snapshot top Real Time Process Viewer htop Enhanced Top Real Life Use Cases Recommendations Quick Summary Every running task or application in Linux is a process. These include services, system tasks and commands you run in the terminal. Being able to view and manage processes is essential to troubleshoot, monitor system load and understand how your machine is performing. The ps command gives you a snapshot of currently runnin…  ( 4 min )
    How RHEL 9 and the Cloud Are Basically Besties – A Beginner-Friendly Guide (With Real-Life Drama)
    📚 Table of Contents Intro: RHEL 9, Cloud Services, and You First Off, What Even Is "The Cloud"? Enter: RHEL 9 (aka the Brain of Your Cloud Machine) Real-World Drama: How RHEL 9 Works in the Cloud RHEL 9: Security Like a Digital Bodyguard Automation Nation: RHEL’s Cloud Superpowers Hands On Time: Try RHEL 9 in the Cloud Yourself! Final Thoughts: Why You Should Care So, you’ve heard of Linux. Maybe you think it’s for hoodie-wearing hackers or bearded sysadmins living in dark basements. Not quite. Red Hat Enterprise Linux 9 (RHEL 9) is like the clean-cut, enterprise-ready big sibling of all those cool Linux cousins. It's the VIP guest in the world of cloud computing. But what happens when this well-groomed Linux OS meets the Cloud? Spoiler alert: they get along like peanut butter and jel…  ( 5 min )
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    🎟️ BookTheScene – An Event Booking Web App Built with Angular 19 Vivek Dudhatra ・ May 7 #webdev #angular #typescript #programming  ( 2 min )
    Model Context Protocol Adoption and C# SDK Integration in Java
    Originally published at ssojet The Model Context Protocol (MCP) is gaining traction in the Java ecosystem, particularly within frameworks like Quarkus and Spring AI. Developers can now run MCP servers more efficiently using tools such as JBang. The MCP Java Server Configuration Generator simplifies the process for Java developers. MCP, introduced by Anthropic, serves as an open standard enabling applications to provide context to Large Language Models (LLMs). Companies like OpenAI and Google have shown support for it. Most recently, GitHub announced support for MCP servers for VS Code users. MCP allows developers to expose functionalities in the form of tools that integrate with LLMs. The protocol supports communication via standard input and Server-Side Events (SSE). Java frameworks are w…  ( 4 min )
    Dev Proxy v0.27: New API Modeling and AI Features Released
    Originally published at ssojet The Microsoft Dev Proxy team has announced the release of version 0.27, enhancing developer experience through new features and improvements. This tool, previously known as Microsoft 365 Developer Proxy, helps in mimicking genuine API behaviors during application testing. One major addition is the capability to generate TypeSpec definitions from intercepted requests. This feature allows developers to quickly create TypeSpec definitions from real traffic, streamlining the API modeling process. It works similarly to generating OpenAPI specifications, enhancing productivity. Another important feature is the experimental Dev Proxy MCP server, enabling configuration using natural language. This aims to simplify the user experience and enhance understanding of Dev…  ( 4 min )
    Effective Patterns for Shared State Management in React
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    How to Dynamically Filter Pandas DataFrame by Date in Python?
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    Building KARL-AI
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    I'm Tired of Toxic Social Media — So I'm Building My Own Platform Focused on Belonging
    Social media was supposed to bring us closer together. But more and more, it feels like the opposite. The constant outrage. The algorithmic manipulation. The hate, the harassment, the performative everything. I’ve had enough. It’s called KindredCircl — a social platform rooted in authentic connection, belonging, and safety. No ads. No data mining. No engagement farming. Just people, stories, and human connection. We’re talking real posting, shared experiences, and a chance to connect with people who actually see you. Not as metrics. Not as targets. As people. Kotlin Multiplatform (Jetpack Compose, Kobweb) Ktor backend (GraphQL, Firebase Auth, PostgreSQL) Redis for caching + feed ranking BERT + sentence embeddings (MPNet / e5-large) for feed + moderation Everything Dockerized, deploy…  ( 4 min )
    Optimizing Vue.js for Maintainability in Mid-to-Large Codebases
    As Vue.js applications scale, code organization becomes just as important as functionality. What starts as a couple of Vue components can easily evolve into a hundred interconnected files, each with their own state logic, side effects, and styling concerns. To prevent tech debt and burnout, let’s talk about how to design Vue.js projects for maintainability. A well-organized src/ directory can make or break a large Vue application. The common pitfall is stuffing everything into a components/ folder. Instead, group files by domain or feature: src/ ├── modules/ │ ├── auth/ │ │ ├── components/ │ │ ├── views/ │ │ └── store.js │ └── dashboard/ │ ├── components/ │ ├── views/ │ └── store.js ├── shared/ │ ├── components/ │ └── utils/ This approach aligns with …  ( 4 min )
    Angular & Facades: So entkoppelst du deine Components und machst deinen Code wartbarer
    Sobald eine Angular-Anwendung wächst kann es schnell unübersichtlich werden. Komponenten die beispielsweise direkt auf Backend-APIs zugreifen oder den Application-State manipulieren sind hier aus meiner Erfahrung heraus keine Seltenheit und führen langfristig zu Problemen. Komponenten werden zu groß, die Testbarkeit leidet und das Austauschen von Stores oder APIs wird mühsam und kostspielig. Ein Lösungsansatz für diese Problematik könnte die Verwendung von Facades sein. Facades sind eine Art von Design-Pattern, das eine vereinfachte Schnittstelle zu einer komplexen API oder einem System bereitstellt. In Angular-Anwendungen können Facades verwendet werden, um den Zugriff auf verschiedene Teile der Anwendung zu abstrahieren und zu vereinheitlichen. Sie fungieren als Vermittler zwischen der U…  ( 6 min )
    Avoiding Common Eloquent Pitfalls in Laravel Projects at Scale
    When you're working with Laravel at scale, Eloquent — Laravel's beloved ORM — can be a double-edged sword. It’s expressive and elegant, but it can lead to subtle and costly performance issues if not used with caution. Over the years, I’ve worked on large Laravel applications where data integrity, response time, and system load were mission-critical. This post explores the common pitfalls I’ve encountered with Eloquent and how to avoid them. The N+1 Query Problem One of the most infamous issues is the N+1 query problem. If you've ever looped through a collection and accessed a relationship inside the loop, you’ve likely caused this. For example: $users = User::all(); foreach ($users as $user) { This results in 1 query to fetch users, and 1 query per user to fetch the profile — causing pote…  ( 4 min )
    Green Padlock, Zero Headache: Let’s Encrypt SSL for Self-Hosted Dify
    “Your app isn’t production until the padlock turns green.” one-liner speed of the quick-start and the step-by-step clarity of the original long-form post. Follow along and you’ll mint fresh Let’s Encrypt certificates, wire them into Dify’s Nginx, and set-and-forget auto-renewal—all in ~15 minutes. ✅ Win 🚀 Why it matters End-to-end encryption Keep chat sessions & API calls private. Browser trust No more red “Not secure” labels. Free & automated Let’s Encrypt renews every 60–90 days without a credit-card or cron anxiety. Domain – A/AAAA record → your server Ports – 80 & 443 open on firewall/cloud SG Docker – v24 + Compose v2 (docker compose version) Dify repo – git clone https://github.com/langgenius/dify.git && cd dify/docker 2 Patch .env (tell Dify who it i…  ( 5 min )
    Building a Dynamic Color Changer app with React and Vite
    Introduction Hey there, fellow developers! Today I'm excited to share a fun little project I built using React and Vite - a dynamic background color changer app. This interactive tool allows users to easily switch between different background colors, use a custom color picker, and keep track of their color history. It's a perfect example of how React's state management can create smooth, interactive user experiences. Live Link The Color Changer App features: One-click color changes from a predefined palette Custom color selection with a color picker Color history tracking Smooth transition animations Copy-to-clipboard functionality Responsive design that works on all devices React - For building the UI components and managing state Vite - For fast development and optimized builds Lucid…  ( 5 min )
    Nexus 001 - Kurulum
    Tanıtım Sonatype Nexus Repository, temel olarak binary dosyalarından, çeşitli paketlere , AI modellerine kadar, geniş bir yelpazede merkezi saklama ve dağıtım aracıdır. Desteklediği paketleri şuradan görebilirsiniz. Kurulum  ( 2 min )
    How to Debug POST Fields in PHP cURL Requests?
    When working with PHP and making HTTP requests through a library that utilizes cURL, understanding the data being sent is crucial for effective debugging and development. Seeing the POST fields can help you verify that your requests contain the expected data before you send them, leading to faster troubleshooting and improved functionality. Understanding cURL Basics in PHP cURL is a powerful library in PHP that allows developers to make HTTP requests to external servers. It's widely used for API integrations and data retrieval. The curl_setopt() function is used to set various options for the cURL transfer, while curl_exec() executes the session. But what if you want to inspect the data—specifically, the POST fields before they are sent? Checking POST Fields in cURL To debug the POST field…  ( 5 min )
    BSides Seattle 2025: Rebuilding Trust in Systems In The Age Of NHIs
    Beneath Seattle's bustling Pioneer Square lies the remains of another city. After the Great Fire of 1889, local engineers elevated the street level, leaving behind the original storefronts and sidewalks in a warren of subterranean tunnels. This hidden underworld, known as the Seattle Underground, was buried to make room for progress. But it never disappeared, it just became invisible. Today, our digital infrastructure mirrors that layered reality. Security teams are tasked with safeguarding an environment built on top of earlier architectures, older assumptions, and interfaces that weren't designed for what they now support. At BSides Seattle 2025, more than a thousand practitioners came together on the Microsoft campus, in Building 92, to explore how we secure not just the software we run…  ( 7 min )
    🚀 Building Vibe Coding: A Personal Planner Powered by AI – Looking for Devs & Teammates! Hey DEV community! 🙌 I'm currently working on an ambitious project called Vibe Coding – a next-gen AI-powered personal planner designed to help people take control
    A post by Theodorus Misiedjan  ( 3 min )
    Juan Diego Prieto
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    DBSCAN: Finding Cluster of any shape
    Exploring how DBSCAN uses density, not distance, to find clusters of any shape from theory and code to real-world applications like anomaly detection and geospatial mapping. Before diving into the code or real-world applications, it’s essential to understand what DBSCAN actually is and why it stands apart from traditional clustering techniques. At its core, DBSCAN short for Density-Based Spatial Clustering of Applications with Noise is a powerful algorithm that clusters data not based on shape or center points, but on the density of data points in a region. Let’s break down the key concepts that make DBSCAN unique. Density-Based Clustering : Instead of grouping points based of distance from a center(like K-MEANS). This algorithm groups points based on how crowded a region is No need for…  ( 4 min )
    Comparing Text Search Strategies pg_search vs. tsvector vs. External Engines
    Choosing the Right Search Approach for Your Application with PostgreSQL and Neon When implementing search in your application, you need to choose the right text search approach. This guide compares PostgreSQL's built-in tsvector, the pg_search extension, and external search engines to help you select the best option for your needs. tsvector for Text Search PostgreSQL includes native full-text search capabilities using the tsvector data type and tsquery search expressions. The tsvector data type is a specialized data structure that PostgreSQL uses to represent documents in a form optimized for search. This built-in functionality works for basic search needs without requiring any additional extensions. It's perfect for smaller applications or when you don't require advanced search feature…  ( 7 min )
    FrontendDev Ending
    Hello EveryOne, I have recently wrapped up Frontend Dev at junior level convering essential techs like ; #HTML-5 #CSS-3 #JS(ES6+) #ReactJS Basics using #Vite #Tailwind CSS  ( 2 min )
    How I Lost 35kg and Built a Habit Tracker That Actually Works
    How I Lost 35kg and Built a Habit Tracker That Actually Works Six months ago, I was lazy, unfocused, and overwhelmed. I’d scroll mindlessly on my phone, work beyond healthy hours, skip workouts, and constantly put off things I knew were good for me. I didn’t need a fancy productivity system — I needed a push. Something simple. Visual. Relentless. That’s when I built Days Without – Habit Tracker. I wasn’t aiming to reinvent productivity apps. I built Days Without for myself — because I genuinely needed help. I was tired of breaking promises to myself like “I’ll start tomorrow” or “just 10 more minutes on Instagram.” I needed a streak counter. A clear, visual reminder of how long I’ve stuck to something. Something lightweight and shame-free, but still motivating. With Days Without, I start…  ( 4 min )
    Are you trying to manage AI Workloads on Kubernetes at Scale? Maybe deploying complex AI stacks such as Kubeflow and KServe? Here is how Sveltos Enables Multi-Cluster, GitOps-driven MLOps https://ppaolo.substack.com/p/managing-ai-workloads-on-kubernetes
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    Explained: BDD and Cucumber
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    Complete Overview of Generative & Predictive AI for Application Security
    Artificial Intelligence (AI) is redefining application security (AppSec) by allowing heightened vulnerability detection, test automation, and even self-directed malicious activity detection. This guide provides an thorough discussion on how generative and predictive AI operate in AppSec, written for cybersecurity experts and decision-makers in tandem. We’ll explore the evolution of AI in AppSec, its modern features, limitations, the rise of “agentic” AI, and future directions. Let’s begin our exploration through the foundations, present, and future of AI-driven AppSec defenses. History and Development of AI in AppSec Early Automated Security Testing Evolution of AI-Driven Security Models A key concept that took shape was the Code Property Graph (CPG), fusing syntax, execution order, an…  ( 11 min )
    WordPress Taxonomy API: Beyond Categories
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    CSS image slider w/ next/prev buttons
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    Solving TryHackMe's "Pickle Rick" Room: A complete Walktrough
    Introduction The Pickle Rick room on TryHackMe is a fun, beginner-friendly challenge inspired by the Rick and Morty series. The goal is to exploit a web server to find three ingredients that Rick needs to transform back into a human from a pickle. This guide will walk you through each step to complete the room. Step 1: Let's deploy the Machine Navigate to the Pickle Rick room on TryHackMe. Start Machine" to start the virtual machine. Then start your AttackBox Kali machine to connect to our victim's machine. Step 2: Exploring the Web Application Let's open Firefox browser and in the URL bar let's input the victim machine ip. http://10.10.8.74 (YOUR_VICTIM_IP) Ok, just a standard web landing page, no big deal here on first sight. Let's try open the source code inspector on Firefox. F…  ( 7 min )
    How to Fix Samsung System UI Over Flutter App Issue?
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    CPChallenge: Food Drops
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    Quack The Code - Amazon Q - Making Technology More Accessible
    This is a submission for the Amazon Q Developer "Quack The Code" Challenge: Exploring the Possibilities This project tries to make technology accessible to many more people. Today, a lot of developers are good in programming & technology but not many are proficient in English. This becomes a barrier for them to use technology. Using Amazon Q Developer, I have demonstrated a simple use of Amazon Q to generate documentation in regional languages like Hindi. Having documentation in familiar, non-English, local languages will make technology accessible to many more people, thus becoming more inclusive. Adoption of Amazon Q will also increase. https://drive.google.com/file/d/1zXTwx5VzkeTugUMlDAibUfVV4MLsWdkw/view?usp=sharing https://github.com/msr2610/neometroapi Here is how I used Amazon Q Developer: Open new chat in Amazon Q Developer Give a new "/dev" command and provide following prompt: a) From Java code file (Neocontroller.java), pick up all routes After this, Amazon Q Developer correctly generates a markdown file with description for each route in Hindi. Paste this file in a Docusaurus project and you have documentation of API (or your application screens) in non-English, regional language ! Team submission: Mandar Risbud (mrisbud@gmail.com)  ( 3 min )
    I Got Laid Off Recently, So I'm Letting Go of the Project I Believed In the Most
    A few months ago, I got laid off. I spent the whole night trying to migrate a legacy codebase, wrestling with ancient Redux Toolkit patterns and chasing weird bugs, only to wake up the next day to a layoff I never saw coming. Long story. But that’s how quickly things flipped, both my day and finances. Since then, I’ve been applying to jobs, following leads, and doing what I can to stay afloat, even diving deeper into Rust, building side projects like daemons and SDKs to keep growing. But there’s one thing I kept thinking about, a project I’ve poured months of love into: Potatoe Squeezy. It actually started from a small birthday idea, why can’t people just tip you on your birthday via GitHub using Solana, maybe through a Chrome extension? The same way Telegram lets you gift Premium, or X …  ( 5 min )
    How to use tools on Quality Inspection Tests
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    You’ve Been Using Slice and Splice Wrong Your Whole Life — Here’s the Real Difference!
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    The 3 AM Alert That Wasn't Actually a Problem
    By Soumyajyoti, Senior Software Engineer @ ProtectAI It's 3 AM. Your phone buzzes aggressively with an alert notification: DatasourceNoData | 𝗙𝗜𝗥𝗜𝗡𝗚 Half-asleep, you grab your laptop, VPN into your infrastructure, and... everything's fine. No pods are crashing, no services are down, and CPU/memory usage across the cluster is normal. You've just been woken up by a false alert caused by a temporary blip in your monitoring system. If this sounds familiar, you're not alone. Many Kubernetes operators and SREs face this exact challenge: how do you create robust monitoring alerts that catch real issues but don't wake you up for temporary glitches? In this post, I'll share practical techniques our team developed for building reliable Grafana alerts for Kubernetes environments that strike th…  ( 5 min )
    • طراحی واکنش گرا چیست؟ طراحی سایت های بهینه شده برای موبایل
    طراحی واکنش گرا یعنی وب سایت به طور خودکار با اندازه های مختلف صفحه نمایش هماهنگ می شود. این امر باعث نمایش درست سایت در گوشی، تبلت و کامپیوتر می گردد. امروزه، طراحی وب سایت به یکی از ارکان اصلی موفقیت کسب وکارها تبدیل شده. یکی از مفاهیم کلیدی در این زمینه، طراحی واکنش گرا (Responsive Design) هست. تا حالا به این فکر کرده اید که چرا بعضی وب سایت ها در همه دستگاه ها به خوبی نمایش داده می شوند و برخی دیگر نه؟ @media (max-width: 768px) { body { background-color: lightblue; } .container { padding: 10px; } } در این مثال، اگر عرض صفحه نمایش کمتر از 768 پیکسل باشه، رنگ پس زمینه و حاشیه های کلاس "container" تغییر می کنن. این قابلیت به طراح ها کمک می کنه تا تجربه کاربری بهتری رو فراهم کنن و مطمئن بشن که وب سایت در هر دستگاهی به خوبی نمایش داده می شه. در ادامه، به بررس…  ( 33 min )
    Kill Team Sidekick - A tool for tracking points in your Kill Team game
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    How to Set Default Template Parameters in C++ for Templates?
    In C++, template programming allows for great flexibility by enabling developers to write generic and reusable code. One common requirement is the need to specify default template parameters when using template templates. If you have a function that utilizes a template template parameter, you may want to provide default types for those parameters, particularly when dealing with standard containers like std::unordered_map. Understanding Template Template Parameters Before we dive into the solution, let’s clarify what template template parameters are. A template template parameter is a template that takes other templates as parameters. For example, when you declare template typename Map>, you are saying that Map itself is a template that accepts two type pa…  ( 4 min )
    Exploring the World of Blockchain Technology
    Abstract This post takes a deep dive into blockchain technology—from its foundational principles to its revolutionary applications and future prospects. We explore history, fundamental components, key use cases, technical challenges, and industry innovations. With clear explanations, tables, and bullet lists, this article offers both technical insights and easily accessible information. We also provide valuable links to resources such as what is blockchain, decentralization in blockchain, and critical Dev.to analyses that expand on the funding and interoperability challenges faced by blockchain projects. Blockchain technology has rapidly evolved from powering cryptocurrencies like Bitcoin to becoming a transformative force across many sectors. This decentralized digital ledger ensures tr…  ( 7 min )
    Leetcode - 124. Binary Tree Maximum Path Sum
    When working with binary trees, it's common to process each node with post-order traversal (left → right → root). But when the goal is to find the maximum sum of any path, including those that may start and end at any node, we need a careful approach to handle different types of path combinations. The main idea is to use depth-first search (DFS) and, at each node, calculate: The best path that can be used to extend to the parent (choose either left or right subtree). The best complete path that can split at the current node (includes both left and right subtrees). We track a global variable res to store the maximum sum seen so far. Here’s the breakdown: For each node, recursively calculate the maximum sum path from the left and right subtrees. If a child path gives a negative sum, ignore i…  ( 8 min )
    Bungie has motion to dismiss Destiny 2 copyright lawsuit denied over 'vaulted' campaign storyline
    TL;DR: Bungie’s bid to toss out a Destiny 2 copyright lawsuit got shot down by the Eastern District of Louisiana. The dispute centers on two “vaulted” campaigns—The Red War and Curse of Osiris—that plaintiff Matthew Kelsey Martineau says lifted key character and faction details from his 2013–14 WordPress posts. Bungie tried to use gameplay videos, wiki pages and an affidavit (since the original code no longer runs) as “accurate reproductions,” but the court refused to treat third-party materials as a substitute for side-by-side comparison. With no way to show the vault-deleted content, the motion to dismiss was denied and Martineau’s infringement claims move forward.  ( 3 min )
    EA says Apex Legends revenue will drop 40% this year making it one of the biggest declines in the game’s history
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    Method Binding in NestJS: What It Is and When to Use It
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    Newborns living near trees tend to be healthier and new data suggests it’s not because healthier people reside near parks
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    "Two-way communication breakdown" Study reveals AI chatbots shouldn't be relied on for health advice
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    Why is msgget() throwing 'No such file or directory' in IPC?
    Understanding the Error with Message Queues in IPC Inter-Process Communication (IPC) is a key aspect of programming that facilitates communication between different processes. One common method for IPC is using message queues, which allow processes to send and receive messages in a structured way. However, as you dive into IPC programming, you may encounter errors such as msgget() returning No such file or directory. In this article, we will explore why this error occurs and how to resolve it. What Causes the Error? Before we delve into the solution, it’s crucial to understand the source of the error. The function ftok() is used to generate a unique key for the message queue based on a pathname and a project identifier. If the pathname provided to ftok() does not exist, or the process does…  ( 5 min )
    Code Review Exercises That Actually Work: Python Edition (Junior to Senior)
    In the last post, we focused on Java and how to evaluate code review skills across different levels of engineering experience. In this post, we shift gears to Python, a language known for its simplicity—and sometimes the unintended complexity that follows. This post includes: A Python code review style guide to share with candidates Three code review examples (junior, mid, and senior) Key things for interviewers to evaluate beyond syntax Python is deceptively simple. Bad code often works, until it scales or needs to be maintained. A good Python developer: Writes readable, idiomatic code Avoids hidden performance issues Uses standard libraries effectively Knows the tradeoffs of dynamic typing This style guide should be shared with interviewees at the beginning of the exercise: Follow PE…  ( 4 min )
    From DORA to collab.dev: Evolving Development Metrics for the AI Age
    DORA metrics have been a longtime industry standard for measuring performance in the software delivery lifecycle. The four key metrics have provided teams with valuable insights into delivery efficiency and stability. But, as AI and automation become integral to development workflows, these traditional metrics no longer provide a complete picture of development performance. DORA metrics provide a framework for measuring software delivery performance through four key indicators: Metric Description What It Measures Why It Matters Deployment Frequency How often code is deployed to production Deployment cadence Higher frequency indicates more efficient delivery processes Lead Time for Changes Time from commit to deployment Process efficiency Shorter lead times indicate better workflo…  ( 4 min )
    Build Dynamic Angular Material Tables in Angular 19+ (With Code Examples)
    Angular Material’s mat-table is a powerful tool for building dynamic, interactive tables in modern Angular apps. In this tutorial, you'll learn how to build a fully functional Angular Material table with: ✅ Pagination ✅ Sorting ✅ Filtering ✅ Row Selection ✅ Custom Styling 🧑‍💻 Check out the full tutorial and working code examples here: 👉 Angular Material Table Tutorial on Djamware.com Happy coding!  ( 2 min )
    🔵 Chapter 02 – Ruby Language Fundamentals (Line by Line for Absolute Beginners)
    Welcome to Chapter 02 of my learning journey through scripting and offensive security. I’m not just learning to code — I’m learning to build, document, and explain. Hacking with Go, but reimagined in Ruby and Swift, with step-by-step examples and real-world analogies to help anyone understand — even if you’ve never written a single line of code. 📦 Variables (how to store information) 🔁 Loops (how to repeat actions) 🔀 Conditionals (how to make decisions) 🧠 Functions (how to reuse logic) 💬 Input/Output (how to talk to the user) name = "Alice"age = 30 We’re storing data in memory using variables. name holds the string "Alice" age holds the number 30 Think of variables like stickers you put on boxes — the name tells you what’s inside. 3.times do puts "Knock knock!"end 3.times runs…  ( 4 min )
    The Evolving WordPress Data Layer: Exploring the REST API and Beyond
    WordPress developers, are you leveraging the REST API for your projects? 🤔 My new blog post provides a comprehensive look at the WordPress data layer and its exciting future. Let's discuss! Read it here: https://farhanali.me/the-evolving-wordpress-data-layer-exploring-the-rest-api-and-beyond/  ( 2 min )
    آموزش کار با آرایه ها در سی شارپ: از مقدماتی تا پیشرفته
    • آموزش کار با آرایه ها در سی شارپ: از مقدماتی تا پیشرفته Length رو معرفی کرده که تعداد عناصر موجود در آرایه رو به شما می ده. این ویژگی خیلی ساده و کاربردیه و می تونه در موقعیت های مختلف به دردتون بخوره. Length، فقط کافیه نام آرایه رو به همراه این ویژگی بنویسید. فرض کنید شما یک آرایه از نمرات دانش آموزان دارید: length مقدار 5 رو دریافت می کنه که نشون دهنده تعداد عناصر موجود در آرایه scores هست. این اطلاعات می تونه به شما کمک کنه تا هنگام پیمایش یا انجام عملیات روی آرایه ها، از بروز خطاهای احتمالی جلوگیری کنید. Length همیشه یک عدد صحیح غیر منفی رو برمی گردونه. بنابراین، قبل از اینکه بخواهید عملیاتی روی آرایه انجام بدید، می تونید با استفاده از این ویژگی اطمینان حاصل کنید که آرایه خالی نیست و عناصر مورد نظرتون رو داره. for (int i = 0; i < scores.Length; i++) if (found) // پیاده سازی جستجوی دو…  ( 32 min )
    Simple Root Detection: Implementation and verification
    Read on Medium  ( 2 min )
    Simple Root Detection: Implementation and verification
    Read on Medium  ( 2 min )
    Permit.io
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    Elon Musk’s Influence on Open-Source Innovation: Fueling the Future of Collaborative Technology
    Abstract: This post takes a deep dive into Elon Musk’s impact on open-source innovation. We explore how Musk’s high-profile ventures—including OpenAI, Tesla, SpaceX, Neuralink, and The Boring Company—have contributed to technological collaboration, transparency, and community-driven progress. By examining the history, core concepts, practical examples, challenges, and future prospects, we reveal how Musk’s approach to open-source projects is transforming industries from automotive software to space exploration and neurotechnology. The article includes tables, bullet lists, and authoritative hyperlinks for enhanced clarity and SEO. Elon Musk has long been synonymous with revolutionary ideas in technology and engineering. Beyond his well-known ventures in electric vehicles and space travel,…  ( 9 min )
    T3AL – Best TYPO3 AI Extension for Translating XLIFF Files
    If you're tired of manually translating TYPO3 extensions, it’s time to meet T3AL – TYPO3 AI XLIFF Localization Extension. Built with modern TYPO3 workflows in mind, T3AL helps developers and editors speed up the process of translating XLIFF files using the power of AI — all directly from the TYPO3 backend. Whether you're working on multilingual sites, government portals, or custom TYPO3 solutions, T3AL makes TYPO3 XLIFF localization smarter and easier. One-Click AI Localization Instantly translate multiple XLIFF files in bulk — no copy-paste or manual file edits. Manual Overrides Fine-tune and adjust AI-generated translations to meet your tone and accuracy needs. Crowdin Integration Seamlessly push or pull translations between TYPO3 and Crowdin for better team collaboration. Easy Import/Export Move XLIFF files in or out of TYPO3 to connect with external systems or translation teams. AI Logs + Rollback View detailed AI activity logs and revert to previous versions with one click. Saves hours on repetitive translation work Helps teams deliver multilingual TYPO3 sites faster Ideal for developers, content editors, and localization managers Built for TYPO3 XLIFF workflows and standards Ready to simplify your TYPO3 translation process? Start your 15-day free trial of T3AL and see how easy TYPO3 XLIFF localization can be. 🔗*Start Free Trail Now *- https://t3planet.de/t3al-typo3-erweiterung  ( 3 min )
    Does Ruby Support Tail Call Optimization (TCO) in Functional Programming?
    In functional programming, recursion is a fundamental concept often utilized to solve various problems. This leads us to the discussion of Tail Call Optimization (TCO). This optimization allows a function to call another function, or itself, without requiring a new stack frame, effectively reducing overhead and memory usage. While many functional languages utilize TCO to enhance performance, it raises an important question: does Ruby implement tail call optimization? Understanding Tail Call Optimization (TCO) TCO is key in functional programming for several reasons. When a function calls another or itself as its last action, traditional languages allocate a new stack frame for each call, which can lead to stack overflow or excessive memory use. TCO allows the programming language to reuse …  ( 4 min )
    AWS architecture
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    🌐 I Built a Google Homepage Clone Using Just HTML and CSS! 🧑‍💻
    Hey everyone! I'm super excited to share a small but satisfying project I completed today: a Google homepage clone built using only HTML and CSS. 🎉 🚀 Why I Did This As someone who's on a journey to become a better front-end developer, I thought recreating iconic websites would be a great way to practice. And what better place to start than with one of the cleanest and most minimalist designs on the internet—Google’s homepage! 🔍✨ 🛠️ What I Used HTML for the structure 🧱 CSS for styling and layout 🎨 No JavaScript this time (keeping it simple!) ⚙️ 🎯 Key Features Centered Google logo 🖼️ Search input box with shadow 🔳 Two classic buttons: "Google Search" and "I'm Feeling Lucky" 🎲 Responsive design for smaller screens 📱 Clean and minimal layout, just like the real deal ✅ How to use Flexbox to center elements perfectly Creating a minimalistic UI with clean CSS The power of spacing and alignment in good design Small touches like hover effects and shadows really enhance the UI ✨ 📌 What’s Next? I plan to continue this mini-series by cloning other popular websites to sharpen my front-end skills. Maybe next up: Netflix or Instagram Login Page? Stay tuned! 📺📸 Thanks for reading! Let me know your thoughts or if you've tried something like this. Would love to connect and grow with the dev community. 💬❤️  ( 3 min )
    A really good intro to API's
    What Are APIs? A Beginner’s Guide for Aspiring Devs Miss Mbali ・ May 8  ( 2 min )
    Building a conversational AI tool for real-time analytics
    Tinybird just announced Explorations, a new conversational UI feature in Tinybird to explore and interact with your data using natural language. Instead of writing complex SQL queries or manually building dashboards, you just ask questions of your data and get answers. You type simple, natural-language questions directly into the interface. It translates your questions into contextualized SQL queries automatically. The result is displayed visually as tables and charts. Why is it useful? Data is often large, messy, and unstructured. You have to spend a lot of time studying the schema or SELECT * … LIMIT 1 to figure out its shape. Then you have to constantly check the SQL reference and iterate your queries to get things right. When data is complex, this is a huge time drain. E…  ( 7 min )
    Why I Ditched Apple Remote Desktop: A DevOps Engineer's Journey to Smarter Mac Management
    Intro: Apple Remote Desktop (ARD) might've been cool in 2010. But today, it feels like managing a modern Mac environment with a rotary phone. No logging, no alerts, clunky performance, and good luck if your team’s outside your local network. I hit a breaking point as a DevOps engineer supporting hybrid teams using Macs for testing and builds. I needed real-time access, reliable performance, and automation hooks. So I did what most of us do when we’re fed up—I built a workaround, failed at it, and then finally found a smarter way. ARD is stuck in the past. It assumes you're on the same network. It’s slow over VPN, doesn’t scale, and worst of all—it asks for manual approvals and fails silently when permissions aren’t set right. I tried workarounds: SSH tunneling + VNC servers ZeroTier for …  ( 4 min )
    How to Fix Flow Usage Issues in Kotlin ViewModel?
    In this article, we are addressing a common challenge faced by Kotlin developers when working with Coroutines and Flows in ViewModels. Specifically, we will explore how to properly invoke a Flow from a use case class without requiring .invoke(), ensuring that we can seamlessly handle streaming data. Understanding the Flow in Kotlin Flows are a powerful component of Kotlin's Coroutines that allow you to work with asynchronous data streams. They are cold, meaning they don't start emitting values until they are collected. Therefore, it's essential to understand how to properly invoke and collect from these Flows in your ViewModel. Your Use Case and ViewModel Code You mentioned you have a use case class structured like this: class TestUseCase @Inject constructor(private val repo: Repository) {…  ( 4 min )
    Why I’m Building a Free Study Platform for Bihar Board Students — And How You Can Help!
    Hey everyone! TheCampusCoders, and today I want to share something close to my heart. For years, I’ve seen students from small towns like mine—Bihar—struggle to find organized, reliable study material for Bihar School Examination Board (BSEB), especially for Class 12th. Whether it's past year papers, chapter-wise tests, proper notes, or even just motivation—resources are scattered, outdated, or behind a paywall. That’s why I decided to do something about it. I’m building a free, open-source platform where students can find: 🔍 Previous Year Papers with clean, categorized solutions 🧪 Chapter-wise and Subject-wise Tests 📖 Notes that are actually helpful 🎯 Quizzes and Practice Sets 🙋‍♂️ User Dashboard to track progress Everything will be open-source, transparent, and community-driven. —…  ( 4 min )
    The Day I Discovered List Comprehension
    It was one of those late-night coding marathons. for loop, something felt... heavy. squares = [] for _ in range(10): squares.append(_ * _) Wait... I wasn’t even using the variable for anything besides its own value. 👀 The Realization squares = [ _ * _ for _ in range(10) ] That’s it? That’s legal? .append(). No unnecessary scaffolding. ✅ Cleaner 🧐 Why it works: Want to filter as well? evens = [ _ for _ in range(20) if _ % 2 == 0 ] Compare that to the old-fashioned way, and it’s no contest. 🚫 Never Again... for loops for simple list building. ✨ Moral of the Story: What would a list comprehension do? 😎 🔗 Curious about using _ in Python loops? http://bhuvaneshm.in/dev-post/2  ( 3 min )
    Programming language of the future
    The IT industry changes faster than any other industry, due to the flexibility of how information is exchanged and processed. And so do the languages, with which programmers express their intentions to a computer. But it is my impression, that the development in this space becomes more and more like searching for a local minimum, in a space constrained by previously adopted abstractions, and the limitations that come from them. There is nothing wrong with that, but what interests me is - can we have revolutionary progress, instead of evolutionary? If it is possible, it would take questioning the assumptions made until this point, challenging our very viewpoint. So, let us engage in some critical thinking. Image source Let's examine the most general type of program. It takes requests, usua…  ( 5 min )
    How to Create an ESLint Config Package in Turborepo
    In a growing monorepo, maintaining consistent code quality across multiple apps and packages is crucial. One powerful way to do this is by creating a shared ESLint config package. In this post, I’ll walk you through how I set up a reusable ESLint config inside a Turborepo-based monorepo — perfect for full-stack projects using TypeScript, React, and Node.js. ✅ Related: How to Create a TypeScript Config Package in Turborepo @dtr-cli/eslint-config Package 1. Create a Package Folder Inside your packages folder, create a new directory for the ESLint config package: mkdir -p packages/eslint-config cd packages/eslint-config npm init -y package.json with a proper name and export map: { "name": "@dtr-cli/eslint-config", "version": "0.0.1", "description": "Shared Eslint conf…  ( 4 min )
    How to Create a Streaming App for Apple TV: A Beginner’s Guide
    Introduction Have you ever wanted your own channel on Apple TV? Maybe you run a content business, or you’ve got a video library you’d love to stream to living rooms worldwide. Good news — it’s very possible! With the right tools and strategy, you can create Apple TV streaming app without needing to be a coding wizard. In this beginner-friendly guide, we’ll walk you through the basics of building a streaming app for Apple TV, from choosing your content type to submitting your app to the App Store. Apple TV has exploded in popularity, giving businesses, creators, and streamers a way to deliver video directly to viewers’ living rooms. By building your own app, you can: Showcase your video content on a premium platform. Reach a highly engaged, media-savvy audience. Build brand recognition on…  ( 4 min )
    Open Source Sponsorship and Backing: Fueling Innovation in the Digital Age
    Abstract Open source software forms the backbone of modern digital innovation. In this post, we delve into the evolution, core concepts, and practical applications of open source sponsorship and project backing. We explore how these funding models empower developers, ensure long‐term sustainability, and drive forward infrastructure—from blockchain and NFTs to enterprise systems. With historical context, a discussion of inherent challenges, and an outlook on emerging trends, this guide provides actionable insights for technical experts, developers, and decision-makers alike. Learn how mechanisms such as corporate sponsorship models, grant funding, and open collaboration are transforming the future of open source innovation while addressing sustainability and security challenges. In today’s…  ( 9 min )
    🚀 Introducing Stock-Eazy: Your Friendly Stock Market Guide!
    Hey there! 👋 Ever felt lost in the world of stocks? We've got you covered! Stock-Eazy is your friendly guide to the stock market, breaking down complex financial jargon into simple, easy-to-understand language. Think of it as having a knowledgeable friend who explains stocks without the overwhelming technical terms! While the current version is static, I am actively working on enhancing it with more dynamic features and personalized interactions to make your stock market journey even smoother. 🤖 Interactive Chatbot: Get personalized answers to your stock market questions 📊 Stock Comparison: Compare stocks side by side with easy-to-understand metrics 📚 Learning Resources: From basics to advanced concepts, all explained in plain language ⭐ Watchlist: Keep track of your favorite stocks 🧮 P/E Ratio Checker: Understand if a stock is overvalued or undervalued 🆕 Beginners who want to start investing 📈 Intermediate investors looking to refine their knowledge 🔍 Anyone who wants to make informed investment decisions Visit our MVP: Stock-Eazy I believe everyone deserves to understand the stock market, regardless of their financial background. No more confusing jargon, no more overwhelming data - just simple, clear explanations to help you make better investment decisions! Join me on this journey to make stock market investing accessible to everyone! 🚀 StockMarket #Investing #FinancialLiteracy #Stocks #InvestingMadeEasy  ( 3 min )
    [Boost]
    🌟Top 5 AI Agent Frameworks in 2025🌟 Necati Özmen for VoltAgent ・ May 8 #webdev #javascript #beginners #ai  ( 2 min )
    How to Fix IndexOutOfBoundsException When Reading SQL Arrays
    In the world of databases and applications, you might come across various errors when fetching data, and one common issue many developers encounter is the IndexOutOfBoundsException when working with SQL arrays in PostgreSQL using JDBC. This article explores the cause of this issue, particularly when dealing with a text array stored in PostgreSQL, and provides step-by-step solutions to help you resolve it effectively. Understanding the Issue When you store a text array in a PostgreSQL table and later attempt to retrieve it using JDBC, you may run into an error like: Caused by: java.lang.ArrayIndexOutOfBoundsException: Index 0 out of bounds for length 0 This error typically arises when the retrieved array is empty or not set correctly. You might receive this error after executing rs.getArra…  ( 4 min )
    What is servicehost.exe on Windows 11?
    Servicehost.exe on Windows 11 : To fully understand how servicehost.exe works, we should know the DLL mechanism. DLL, the short form of Dynamic Link Library, is a file that contains code , data , resources , etc. that programs and services use on Windows 11. However, a DLL cannot run by itself. That’s where svchost.exe comes into the picture. The DLL file must be loaded by an executable file like svchost.exe. Windows Services written as DLLs rely on servicehost.exe to launch and manage them in memory. How are DLL and Servicehost.exe connected? On Windows 11, svchost.exe groups services effectively for better output Instead of running every program and service separately, svchost.exe groups related processes to conserve memory and reduce the system load on the Windows process. For example…  ( 6 min )
    The Blind Spot Blocking Enterprise AI Success
    Large enterprises face persistent challenges that affect AI implementations, including a lack of a clear strategy, insufficient internal expertise, and poor data quality. I’ve guided companies through these issues for decades on big data projects, first at Microsoft and now as a fractional CTO advising executives and hands-on engineering AI products. Generative AI and LLMs enter the picture with bold potential. They can produce creative outputs that mimic human work, yet they often deepen existing problems while introducing new ones. From our client and project intake experience, the gap between promise and results stems from weak foundations and misalignments around AI foundations. I’ve seen companies stumble when they overlook the basics of what AI can actually meaningfully do today f…  ( 5 min )
    Building Custom Extensions for Microsoft 365 Copilot with Teams Toolkit
    If you're curious about how to make Microsoft 365 Copilot do more for your team, you're not alone. Copilot is already great at helping people in Word, Excel, and Outlook, but what if it could pull in data from your internal systems or handle tasks that are unique to your business? That’s where custom extensions come in. And the good news is — you don’t need to start from scratch. Microsoft has made it pretty simple with the Teams Toolkit in Visual Studio Code. In this guide, I’ll walk you through how to build a basic extension for Copilot, using tools you might already be familiar with. Think of it like giving Copilot a few extra skills, tailored to your team's needs. Before you begin, make sure you have these set up: Visual Studio Code The Teams Toolkit extension (you can get it from the …  ( 4 min )
    Meta concerns in ML security/privacy University of Waterloo x PSU
    by Salinthip Keereerat. 🎙️ I recently attended a really eye-opening talk called “Meta Concerns in ML Security and Privacy” by a professor from the University of Waterloo. It wasn’t your usual technical deep dive—it focused more on the big picture of how we can keep machine learning (ML) systems safe in the long run. 🌟 Why This Talk Was So Interesting What really stuck with me was this: 🔑 What I Learned 🤖It’s tricky to prove who actually “owns” a trained model. Techniques like watermarking (hiding info inside the model) or fingerprinting (adding unique traits) might help, but they’re not perfect and can be hard to verify. 👀 Different Attackers = Different Problems ⚠️ Too Many Defenses Can Backfire 🧩 No One-Size-Fits-All Fix 🛠️ Amulet Toolkit 💭 My Final Thoughts If you’re working on anything with AI or ML, I’ll leave you with this question: “Are we solving the right problems—or just the easy ones?” 🤔 Real security isn’t about reacting to problems—it’s about being ready before they even happen. 🧠👣🚀  ( 4 min )
    Virtual Platforms for Meetings: Features That Make or Break Your Remote Strategy
    Choosing the right virtual platforms for meetings is no longer just an operational decision—it’s a strategic one. The tools you select can either empower your team or lead to disengagement, inefficiency, and missed opportunities. As companies continue to refine their digital collaboration strategies, understanding what makes or breaks these platforms is essential—especially when it comes to high-impact formats like the 1 on 1 meeting agenda. The Rise of Virtual Meeting Platforms in a Remote-First World Must-Have Features That Drive Effective Virtual Collaboration 1. Reliable Audio and Video Quality 2. Integrated Agenda and Note-Taking Tools 3. Scheduling Automation and Time Zone Management 4. Breakout Rooms and Small Group Features 5. Security and Privacy Controls The Human Element: **Why 1-on-1 Meetings Matter More Than Ever As the work-from-anywhere trend continues, several innovations are shaping the next generation of meeting platforms: AI-Powered Meeting Summaries: Tools like Otter.ai and Fireflies use AI to transcribe meetings and highlight key decisions or action items—ideal for leaders managing multiple direct reports. Mood and Engagement Trackers: Newer platforms are experimenting with passive feedback tools, like mood indicators and micro-pulse surveys during meetings, to help managers better read the virtual room. Asynchronous Video and Audio: Not every conversation needs to be live. Apps like Loom and Claap allow users to share quick video updates, freeing up calendars and reducing meeting fatigue. Customization for Culture Fit: From branded meeting rooms to icebreaker prompts and shared playlists, platforms are focusing on building human connection in the virtual space. Final Thoughts 1 on 1 meeting agenda, backed by a reliable and intuitive platform, empowers managers to build stronger relationships, drive performance, and retain top talent. In a world where face-to-face interactions are rare, your meeting platform is your culture—make sure it works for you, not against you.  ( 5 min )
    Install Telnet in Windows EC2
    Install-WindowsFeature -name Telnet-Client  ( 2 min )
    How to Fix Mobile Image Quality Issues in HTML
    When creating a mobile website, you might encounter some image quality issues, especially when the images seem to stretch or lose clarity on smaller screens. This article will provide insights into why these problems occur and share effective solutions to ensure your images display correctly across all devices. Why Do Images Lose Quality on Mobile? Many developers face issues where images look fine on desktop but appear stretched or pixelated on mobile devices. This typically results from how browsers interpret image resolution in relation to device screens. Here are some common reasons: Fixed Dimensions: Setting fixed dimensions for images in your HTML or CSS might work well on larger screens but could distort the images on smaller screens due to scaling. Viewport Settings: If your viewpo…  ( 4 min )
    How I Stay Consistent in Learning to Code (Without Burning Out)
    Let’s be real — learning to code can be tough. You start out super motivated, binge tutorials, build your first button... and then a few days (or weeks) in, you're exhausted. The passion fades. Everything feels overwhelming. And suddenly, Netflix is looking real tempting. Yeah, I’ve been there. The good news? It doesn’t have to be that way. You can stay consistent, make real progress, and still have a life — no burnout required. Here's how I manage to keep going (and actually enjoy it) on my own coding journey. Keep Your Goals Simple and Honest Don’t try to conquer JavaScript, React, and Next.js all in one week. That’s the fastest way to crash. Instead, break things down: Today: Learn how querySelector works Tomorrow: Try building a mini calculator Weekend: Refactor something old Tiny wi…  ( 4 min )
    Java Or JavaScript (For long Term specialization)
    I'm currently reflecting on the long-term path I want to take as a developer and would love to hear some real opinions. Between JavaScript and Java, which one do you think is more worth specializing in, and why? I'm thinking both in terms of career opportunities and what the job market actually demands — both here in Morocco and internationally. I know each has its own ecosystem and strengths, but I'm curious about which one you believe is more future-proof or in demand right now. If you've worked with one or both, or have insights from your experience or your region, I’d really appreciate your input. android #c #code #coder #coding #codinglife #computer #computerscience #css #development #developer #frontend #html #indonesia #java #javascript #javascriptdeveloper #js #linux #php #programmer #programmers #programming #programmingmemes #python #reactjs #software #softwaredeveloper #softwareengineer #tech #technology #web #webdesign #webdeveloper #webdevelopment  ( 3 min )
    NativePHP Goes Mobile: Build iOS and Android Apps with Laravel!
    Huge news for Laravel developers! 🎉 My latest blog post explores how NativePHP v1 for Mobile is now in early access, allowing you to build native iOS and Android apps using your familiar Laravel skills! This could be a game-changer. Read more here: https://farhanali.me/nativephp-goes-mobile-build-ios-and-android-apps-with-laravel/  ( 2 min )
    Understanding WordPress Cron: Automating Tasks Like a Pro
    Is your WordPress site not performing scheduled tasks as expected? My new blog post dives into the intricacies of WordPress Cron, offering insights into how it works and how to troubleshoot common issues. Learn how to automate like a pro! Read it here: https://farhanali.me/understanding-wordpress-cron-automating-tasks-like-a-pro/  ( 2 min )
    curl equivalent command in windows
    Invoke-WebRequest -Uri "https://www.google.com" -UseBasicParsing  ( 2 min )
    How I Unlocked Business Value with Generative AI as a CTO
    Generative AI demands more than curiosity from today’s executives. Leaders need to make a deliberate shift in their role. As a CTO and former Microsoft insider, I’ve spent years guiding businesses through tech transformations. I’ve seen what works and what doesn’t. Businesses leveraging Gen AI are already boosting productivity in tech, marketing, and entertainment. Yet risks like data breaches and regulatory hurdles loom large. Success hinges on executives stepping up, not stepping back. Below, I’ve outlined the essential skills you need to master to drive real results in this era. These are practical ideas grounded in my work with forward-thinking organizations. You don’t need to know how to build AI models from scratch. But you do need to grasp the basics of how Gen AI functions, what…  ( 5 min )
    Revolutionizing Digital Markets: The Role of 5G and Edge Computing 🚀📶
    The convergence of 5G networks, edge computing, and high-performance infrastructure is revolutionizing the operational backbone of global finance. As digital trading platforms evolve, so too must the networks that support them. In 2025, this infrastructure shift is enabling ultra-low latency trading, real-time arbitrage, and the rise of decentralized applications (dApps) like never before. 5G: The Bandwidth Backbone of Micro-Trading 📱🚀 With 5G adoption accelerating worldwide, traders now experience unprecedented speeds and stability. The benefits extend far beyond faster downloads—5G reduces network latency to sub-10 milliseconds, allowing for: High-frequency trading (HFT) 📈 across global exchanges, Seamless mobile-first trading platforms 📲, Instant data synchronization between nodes…  ( 4 min )
    Building JavaFactory Plugin: Can Code Generation Be Automated with LLMs?
    Building JavaFactory Plugin: Can Code Generation Be Automated with LLMs? With GPT-4o, more cognitively shallow tasks are becoming candidates for automation. In particular, repetitive coding patterns — where inputs and rules are well-defined — can be partially handled by LLMs. Code generation isn't fully autonomous yet. But when interfaces and data specs are clearly described, it becomes possible to automate part of the implementation and testing process using structured prompts. This doesn’t eliminate the need for human judgment. But even if only a predictable subset of code( about 50% of code ) can be automated, the potential productivity gain is worth exploring. JavaFactory is an IntelliJ plugin built to test this idea. With a right-click in your IDE, it generates implementations, …  ( 4 min )
    Test Plan for Sauce demo Website
    Test Plan Identifier Test Plan Version: V1.0 Project Name : sauce Demo testing plan 2.Introduction 3.Test objectives: verify that feature and workflows as expected. Scope > Core feature like login, product browsing cart management, filter option , checkout and payment. > Web application functionality on desktop, laptop and browsers. > Backend integration such as payment get way and databases. Functional Testing Usability Testing Ease of navigation Clarity of product information Checkout process simplicity Mobile responsiveness Accessibility: Page load times Users expect fast performance. Slow sites result in high bounce rates and lost revenue. Shopify stores, in particular, benefit from performance tuning to stay competitive. Security breaches damage trust and can lead to legal and financ…  ( 6 min )
    An Overview of Vitara.AI
    Vitara.ai is a vibe coding tool designed to accelerate the development of modern web applications by providing an integrated, AI-assisted environment. It combines a frontend with a backend, offering developers a streamlined workflow to build, deploy, and scale applications efficiently. Vitara.AI is purpose-built to simplify and accelerate full stack application development. By combining intelligent automation with a modern development stack, it offers a complete environment where developers can focus on building rather than managing complexity. Each feature is designed to improve productivity, reduce overhead, and support scalable, secure development from day one. AI-Powered Development: Vitara ai leverages artificial intelligence to assist in code generation, aiming to reduce development …  ( 5 min )
    Why should every project start with a Team Communication Plan?
    Starting your project with a well-defined Team Communication Plan is essential for improving team collaboration, preventing miscommunication, and ensuring project success. This plan sets a clear foundation that aligns the entire team from day one, reducing confusion and enhancing accountability. A Team Communication Plan is a structured document that outlines how project-related information will be shared among team members. It includes communication goals, tools, responsibilities, timing, and preferred channels—ensuring everyone stays informed and aligned throughout the project lifecycle. One of the primary benefits of a Team Communication Plan is that it creates clarity for all stakeholders. By defining communication protocols early, team members understand their roles, communication res…  ( 3 min )
    Why Argo CD Wasn't Enough: Real GitOps Pain and the Tools That Fixed It
    This is the first post in the "Building a Real-World GitOps Setup" series. 👉 Part 2: From Kro RGD to Full GitOps: How I Built a Clean Deployment Flow with Argo CD 👉 Part 3: Designing a Maintainable GitOps Repo Structure: Managing Multi-Service and Multi-Env with Argo CD + Kro 👉 Part 4: GitOps Promotion with Kargo: Image Tag → Git Commit → Argo Sync 👉 Part 5: Implementing a Modular Kargo Promotion Workflow: Extracting PromotionTask from Stage for Maintainability 👉 Part 6: Designing a Maintainable GitOps Architecture: How I Scaled My Promotion Flow from a Simple Line to a System That Withstands Change This series isn't about feature overviews or polished diagrams. It's a real journey - how I started with Argo CD, ran into scaling pains, and ended up building a workflow around Kro and Ka…  ( 5 min )
    Need FeedBack
    Hi everyone, https://shawns-portfolio-plum.vercel.app/ . Thanks in advance for taking the time to check it out!  ( 2 min )
    Cybersecurity in Digital Trading 🔐📊🛡️
    As digital trading platforms continue to redefine the speed and scope of global finance, cybersecurity has emerged as a mission-critical pillar of operational integrity. With cyberattacks on trading platforms up 18% year-over-year (YoY) 📈, investment in cybersecurity infrastructure has reached an all-time high across institutional and retail ecosystems. The Risk Landscape: A Breach Too Costly ⚠️💣 Digital trading environments are inherently high-value targets for malicious actors. Attack vectors range from: Phishing and credential stuffing 🪤 DDoS attacks 🌐❌ API and smart contract vulnerabilities 💻🧬 Insider threats 🕵️‍♀️ Such threats can lead to real-time financial loss, reputational damage, market manipulation, and regulatory consequences. As algorithmic and high-frequency trading …  ( 4 min )
    How to Engrave Custom Text on Curved Mesh in Blender
    Introduction Engraving custom text on a 3D model is an intriguing task for many Blender users, especially when dealing with curved surfaces like eyeglass temples. In this article, we will explore how to ensure your custom text (like a name) gets engraved cleanly and efficiently on a curved STL mesh. We'll also troubleshoot the common issues you may face, including unsightly artifacts, improper engraving, and modification difficulties. Understanding the Problem When you're trying to engrave text on a curved surface, multiple factors can affect the final outcome. In your case, the goal is to replace an existing embossed watermark on an eyeglass temple mesh with your own custom text. When we use Boolean operations to achieve this, we primarily encounter issues related to the geometry of the c…  ( 4 min )
    SpiderJS 🕷 | JS Runtime Revealed: The Three Pillars of JavaScript Execution
    JavaScript (JS) started in browsers with Netscape, but its flexibility has spread it to servers (Node.js, Deno, Bun), mobile apps (React Native, Ionic), and desktop apps (Electron). Each environment needs a setup to run JS code and convert it to machine instructions. This setup is the JavaScript Runtime Environment. Here, we’ll explore what it is and its core components, preparing for a deeper look at JS execution in future articles. A runtime environment is the system that lets JavaScript code run and interact with its platform. It centers on a JavaScript engine, which parses, compiles, and executes code, turning JS into bytecode or machine code, often via Just-In-Time (JIT) compilation (more on that later!). But the engine isn’t enough. JS is single-threaded, handling one task at a time.…  ( 4 min )
    JSON Structs with bash
    Welcome back curious reader, my name is Alex M. Schapelle, AKA Silent-Mobius. On this blessed day by Omnisaiah, we shell dedicate time focusing on JSON, and how to use it in context of shell programming and bash scripting. When working with APIs or data from external sources, JSON (JavaScript Object Notation) is one of the most common formats for transmitting structured data. While languages like Python or JavaScript provide powerful libraries to work with JSON, Bash scripting can be used to parse JSON data as well. However, Bash doesn’t have native JSON support, so parsing JSON in Bash typically requires external tools like jq or grep combined with other utilities. This article will guide you through the process of parsing JSON in Bash scripts using jq, a lightweight and flexible command-…  ( 5 min )
    Programmable Voice API: What & Why Businesses Need It
    In today’s fast-paced, digital-first world, customer expectations have evolved. Communication is no longer limited to just emails or static phone lines. Customers demand real-time, personalized, and seamless interactions with businesses. To meet this demand, Programmable Voice APIs have emerged as a powerful tool, transforming how businesses connect with their customers. In this article, we will explore what a Programmable Voice API is, why it matters for businesses across industries, and how platforms like MirrorFly help companies harness the full potential of voice communications. At its core, a Programmable Voice API is a set of tools that allows developers to embed voice calling features directly into applications, websites, or backend systems. Instead of relying on traditional telepho…  ( 5 min )
  • Open

    Meta exploring stablecoin integration for payouts: Report
    Tech company Meta is reportedly exploring integrating stablecoin payments into its platforms after a three-year hiatus from cryptocurrencies, Fortune reported, citing sources familiar with the matter. The Facebook parent held talks with several crypto infrastructure firms in consultation but has not chosen a decisive course of action, according to the report. One source said the company may take a multi-token approach and integrate support for popular stablecoins such as Tether's USDt (USDT), Circle's USD Coin (USDC) and others. Meta is the latest tech firm to integrate or explore the use of stablecoins for payments, as they increasingly attract institutional interest and investment, causing the stablecoin market capitalization to soar past $230 billion. An overview of the stablecoin marke…
    Wellgistics Health to integrate XRP into payment infrastructure
    Wellgistics Health, a healthcare infrastructure company, will integrate XRP (XRP) and related technologies into its payment network to streamline transactions between pharmacies, medical suppliers and prescription medication manufacturers, the company said in an announcement on May 8. Wellgistics cited the finality time of XRP transactions and reduced transaction costs, which are fractions of a penny, compared to legacy financial architecture like automated clearinghouse (ACH) payments or wire transfers, as reasons for using XRP. Brian Norton, CEO of Wellgistics Health, said in the announcement: "I believe that the future winners in healthcare will not be the companies with the biggest buildings, they will be those with the fastest rails, cleanest data, and most efficient platforms. We ar…
    Coinbase's Deribit buy shows growing derivatives market
    Coinbase’s agreement to buy Deribit highlights the increasing importance of financial derivatives for cryptocurrency exchanges, according to industry executives.  On May 8, Coinbase, the US’s largest crypto exchange by trading volume, agreed to acquire crypto derivatives platform Deribit for $2.9 billion in the crypto industry’s largest corporate acquisition to date.   The deal reflects increasing competition among digital asset exchanges and brokerages — including Coinbase, Kraken and Robinhood — to dominate the burgeoning crypto derivatives market.  "Global derivatives trading is a key driver of growth for Coinbase,” Spencer Yang, co-founder of Fractal Bitcoin, a Bitcoin scaling solution, told Cointelegraph. Coinbase agreed to buy Deribit on May 8. Source: Coinbase The merger established…
    Bitcoin options could pave the path for new BTC price highs — Here is how
    Key takeaways: 97% of the $8.3 billion in Bitcoin put options expire worthless at a $102,000 BTC price. Short covering above $105,000 could trigger a Bitcoin price rally to new highs. Bitcoin (BTC) soared above $101,000 on May 8, reaching its highest level in over three months. The 4.6% daily BTC price gain triggered $205 million in liquidations of bearish futures positions and eroded the value of nearly every put (sell) option. Traders now question whether Bitcoin is poised to break its $109,354 all-time high in the near term. Bitcoin put (sell) options open interest for May-June-July, USD notional. Source: Laevitas.ch The aggregate Bitcoin put (sell) option open interest for the next three months stands at $8.3 billion, but 97% of those have been placed below $101,000 and will likely …
    Former FTX exec's wife says gov't 'induced a guilty plea'
    Michelle Bond, the wife of former FTX Digital Markets co-CEO Ryan Salame, who faces federal campaign finance charges, is pushing for dismissal on the grounds that US prosecutors deceived her husband in a plea deal. In a May 7 filing in the US District Court for the Southern District of New York, Bond’s lawyers reiterated some of the claims Salame made in opposing his plea deal with the government, which ultimately still led to him serving time in prison. She claimed that prosecutors obtained a deal with Salame through “stealth and deception” by allegedly agreeing they would not file charges against Bond.  “Mr. Salame and Ms. Bond’s attorneys were advised that the agreement to cease investigating Ms. Bond could not be placed within the four corners of the Salame plea or other written agreem…
    Mashinsky’s 12-year sentence sets tone of enforcement in Trump era
    The US federal court for the Southern District of New York has sentenced former Celsius CEO Alex Mashinsky to 12 years in prison for fraud. Mashinsky’s legal team sought a light sentence. They highlighted his spotless record before the Celsius incident, along with his military service and willingness to plead guilty. But US prosecutors were less inclined to leniency, suggesting on April 28 that the judge deliver a 20-year sentence for his actions. Betting markets predicted a light sentence ahead of the May 8 hearing. Polymarket showed only 11% odds for a 20-year sentence or higher. Source: Polymarket President Donald Trump began his second term with high-profile pardons of crypto executives, signalling that his administration may bring leniency to crypto fraudsters like Mashinsky. His sen…
    Bitcoin hits $101.7K as US strategic reserve bills become law and BTC mass adoption accelerates
    Key takeaways: Bitcoin rallies to $101,707 against a backdrop of strong fundamentals in the regulatory and traditional finance space. Traders are confident that $100,000 will hold as support. Bitcoin (BTC) price rallied above $100,000 on the heels of US President Donald Trump’s announcement of a “trade deal” with the UK, which could possibly include the removal of the blanket 10% tariff on all imports.  Frequent social posts from President Trump and public comments from White House cabinet members have hinted at a handful of trade deals in negotiation with various countries, and markets have responded positively to the messaging. In addition to the UK trade deal, the US is set to meet with Chinese officials in Switzerland on May 10. The Dow gained 500 points following the White House a…
    Why is XRP price up today?
    Key takeaways: XRP surged on May 8, boosted by risk-on sentiment following Donald Trump’s teased trade deal with the UK. Whale accumulation continues, with the number of addresses holding 10,000+ XRP rising steadily on price dips. XRP broke above a key falling wedge resistance, increasing the chances of a rally toward $2.80–$3.66. XRP’s (XRP) price gained 7.50% on May 8 to reach an intraday high of $2.27, mirroring similar upside moves elsewhere in the cryptocurrency market. Traders pushed the price higher amid US President Donald Trump’s tariff threats, increased whale accumulation, and favorable chart technicals. XRP/USD daily price chart. Source: TradingView Trump’s tariff tease boosts risk appetite, helping XRP Trump announced a “major trade deal” in a social media post, announcing…
    US Stablecoin bill blocked as Democrats withdraw support
    The Guiding and Establishing National Innovation for US Stablecoins of 2025 Act, known as the GENIUS Act, failed to pass cloture in the United States Senate on May 8, dealing a slight blow to cryptocurrency regulation in the country. The bill, sponsored by Senator Bill Hagerty and co-sponsored by Senators Tim Scott, Kirsten Gillibrand, Cynthia Lummis and Angela Alsobrooks, received last-minute pushback from Democrats, who took aim at the bill and raised concerns about US President Donald Trump’s cryptocurrency ventures. To address the concerns of Senate Democrats, the bill had already been amended to include stricter requirements for stablecoin issuers for further provisions for Anti-Money Laundering. The GENIUS Act was seen as a bipartisan effort to increase regulatory clarity for digital assets in the United States. The focus of the bill, stablecoins used for payments, was looked at as extending dollar dominance internationally and straying away from more controversial crypto topics. After the procedure failed, Senate Majority Leader John Thune criticized Democrats, saying, “Democrats have been accommodated every step of the way […] frankly, I just don’t get it.” This is a developing story, and further information will be added as it becomes available.
    Trump tricked into pushing XRP for crypto reserve: Report
    US President Donald Trump was reportedly manipulated by a lobbyist tied to Ripple Labs into announcing the XRP token would be part of his plans for a national cryptocurrency reserve. According to a May 8 Politico report, an employee of pro-Trump lobbyist Brian Ballard gave the president the text to a social media post she recommended he write announcing a US strategic crypto reserve that would include XRP, Solana (SOL), and Cardano (ADA). After he posted the message to his social media platform on March 2, Trump learned Ripple was one of Ballard’s clients, infuriating the president, who felt like he’d been used, Politico reported, citing two people familiar with the incident. “He is not welcome in anything anymore,” said Trump, referencing Ballard, according to the report. March 2 Truth So…
    SEC considers new rules easing security token issuance
    The US Securities and Exchange Commission (SEC) is considering rule changes to let companies more freely issue tokenized securities, SEC Commissioner Hester Peirce said in a speech published on May 8. The regulator is “considering a potential exemptive order” for firms using blockchain technology to “issue, trade, and settle securities” that would release them from certain registration requirements, Peirce said in the speech. For example, decentralized exchanges (DEXs) may no longer need to register “as a broker-dealer, clearing agency, or an exchange,” Peirce said. The SEC has previously brought numerous charges against DEXs such as Uniswap for failing to register as securities exchanges. Firms should “not have to comply with inapt regulations, which, in many cases, were developed well b…
    Are layer 2s good for Ethereum, or are they ‘extractive?’
    Layer 2s have been a great blockchain success story. They’ve reduced congestion on the Ethereum mainnet, driving down gas fees while preserving security. But maybe they’ve become too successful, drawing chain activity and fee income from the parent that spawned them? At least that’s what some are suggesting lately, most recently at Cornell Tech’s blockchain conference in late April. Indeed, some think Ethereum should be a little greedier, or at least fight harder for a bigger part of the revenue pie, particularly sequencing fees.  “People in the Ethereum Foundation [the nonprofit that supports the Ethereum ecosystem] will tell you that, ‘Yes, we effed up by being too ivory tower.’ I have heard that multiple times,” said David Hoffman, an owner at Bankless, during a panel discussion at the …
    Missouri bill ending capital gains tax heads to governor for signature
    Missouri House Bill 594, a bill that would eliminate capital gains tax in the US state, has passed a vote in the state House of Representatives and now heads to Missouri Governor Mike Kehoe's desk for signature. According to attorney Aaron Brogan, the bill stipulates a 100% income tax deduction for any capital gains income because the Missouri tax code does not explicitly distinguish between capital gains and income tax. Missouri House Bill 594 proposes exempting capital gains from income taxes. Source: Missouri House of Representatives Brogan told Cointelegraph that the specific mechanism to exempt capital gains taxes outlined in HB 594 is unique and compared it to a similar income tax deduction in the federal tax code. The attorney explained: "The most natural comparison is the state and…
    Bitcoin price reclaims $100K for first time since January
    Bitcoin has reclaimed the $100,000 price level for the first time since January, reflecting renewed bullish sentiment among investors. Bitcoin (BTC) reclaimed the $100,000 mark on May 8 at 11:22 UTC, surging 4.2% from the intraday low of $95,967, according to data from CoinGecko. It marked the third time that BTC has broken through the six-figure level since first achieving it on Dec. 5, 2024. A second all-time high followed on Jan. 20 ahead of US President Donald Trump’s inauguration. Bitcoin price chart in the past year. Source: CoinGecko Unlike the previous $100,000 hits, the new price spike came as Bitcoin market dominance surged above 60%, reflecting potential bearish sentiment for altcoins. Bitcoin dominance below 60% in past $100,000 breakthroughs Bitcoin dominance — the asset’s sha…
    Ex-Celsius CEO asks to travel for a wedding after sentencing
    Former Celsius CEO Alex Mashinsky will probably be allowed to travel for his daughter’s wedding regardless of the outcome of his May 8 sentencing hearing. In a May 8 filing in the US District Court for the Southern District of New York, Judge John Koeltl approved an application for Mashinsky to travel from New York to Memphis, Tennessee, between May 26 and May 29 for his daughter’s wedding. The approval was available on the public docket on May 8, but later appeared to have been removed. Judge Koeltl will determine in a May 8 hearing whether Mashinsky serves prison time following a plea deal with prosecutors. The former Celsius CEO appeared ready to go to trial in 2024 until his lawyers lost a motion to have his charges dismissed. He pleaded guilty to commodities fraud and a fraudulent scheme to manipulate the price of the platform’s native token, CEL. Mashinsky has been free on a $40-million bond since July 2023, with travel outside certain areas requiring court approval, such as the roughly 900-mile (1,500-kilometer) distance between New York and Memphis. As of May 8, it’s unclear if he will be expected to surrender to authorities. Related: Celsius’ Mashinsky lashes out at ‘death-in-prison sentence’ Magazine: ‘Less flashy’ Mashinsky set for less jail time than SBF: Inner City Press, X Hall of Flame This is a developing story, and further information will be added as it becomes available.
    User experience could be crypto’s superpower—or its kryptonite
    Opinion by Jonathan Farnell, CEO of Freedx It’s 2025, and over 560 million people worldwide are already using cryptocurrency — roughly 17 times the population of Tokyo. That’s a vibrant community, yet for every user who’s embraced it, billions more stand on the sidelines, put off by the complicated interactions and clunky interfaces of protocols, platforms, decentralized apps (DApps), and mobile applications. Why? Blockchain technology offers game-changing potential — decentralized ownership, secure trades — but let’s face it: Most people still find it intimidating, risky, and confusing. User experience (UX) might just be the deciding factor in whether cryptocurrency achieves mass adoption or remains a niche segment. Take complexity. A 2024 Chainalysis report pointed out that 43% of would-…
    Bitcoin miner Hut 8 grows hashrate 79% despite $134M quarterly loss
    Cryptocurrency mining firm Hut 8 increased its hashrate by 79% during the first quarter of the year. According to Hut8’s latest quarterly report released on May 8, the firm saw a net loss of $134.3 million despite revenue of $21.8 million. The firm’s CEO, Asher Genoot, explained that this was a result of large-scale investments. “As reflected in our results, the first quarter was a deliberate and necessary phase of investment,” Genoot said. “We believe the returns on this work will become increasingly visible in the quarters ahead.” Hut 8 operations reached a total energy capacity of 1,020 megawatts as of March 31, enough to power well over 800,000 average homes in the United States. The company also has the right to scale up its operation by another 2,600 MW. Related: Bitcoin mining — In…
    Beyond digital gold, Bitcoin’s next chapter is about to be unlocked — Dan Held
    Bitcoin (BTC) has long been branded as “digital gold,” a store of value for believers in scarcity, decentralization and self-sovereignty. As institutional interest grows, geopolitics shift, and new layers emerge on Bitcoin’s stack, is it time for the narrative to evolve?  In this episode of The Clear Crypto Podcast, hosts Nathan Jeffay and Gareth Jenkinson speak with longtime Bitcoiner and entrepreneur Dan Held, who argues that Bitcoin’s next chapter may unlock broader functionality, from programmable use cases to more nuanced messaging that reaches far beyond crypto-native circles. Political shifts With US President Donald Trump openly backing Bitcoin — and reportedly owning it himself — Held said he sees a regulatory and reputational change.  “We have the most open administration toward…
    Coinbase to acquire options trading platform Deribit for $2.9B
    Coinbase, the largest cryptocurrency exchange in the US by trading volume, has agreed to acquire Deribit, one of the world’s biggest crypto derivatives trading platforms. Coinbase Global will acquire Deribit for about $2.9 billion, the exchange announced on May 8. The acquisition will allow Coinbase to expand into the profitable crypto derivatives market and continue scaling the platform’s global growth, Greg Tusar, Coinbase’s vice president of institutional product, said in the announcement. “With Deribit’s strong presence and professional client base, Coinbase is making its most substantial move yet to accelerate our international growth strategy,” he said. Source: Coinbase Deal follows reports of Dubai regulatory steps The $2.9 billion deal includes $700 million in cash and 11 million shares of Coinbase Class A common stock, subject to customary purchase price adjustments. “This transaction is subject to regulatory approvals and other customary closing conditions and is expected to close by year-end,” the announcement said. Previous reports in March suggested that Coinbase and Deribit had alerted regulators in Dubai about the potential deal, as Deribit holds a license in Dubai, which would need to be transferred to Coinbase if the deal is successful. The reports also previously suggested that a deal with Coinbase could value Deribit at between $4 billion and $5 billion. Cointelegraph approached Deribit for comment regarding the deal but did not receive a response by the time of publication. This is a developing story, and further information will be added as it becomes available. Magazine: Crypto wanted to overthrow banks, now it’s becoming them in stablecoin fight
    Browser-based crypto mining in 2025: Still viable or virtually dead?
    Key takeaways After the shutdown of Coinhive in 2019, browser mining has made a comeback with new tools like CryptoTab Browser, Pi Network and YouHolder. Mining with a browser can cost more in electricity than the crypto earned, especially for users with mid-range devices. Despite being less energy-intensive than ASIC farms, browser mining still adds up in terms of cumulative power draw and puts a strain on your device’s hardware. Browser mining is evolving with the help of WebAssembly (Wasm), improving script efficiency and creating a smoother user experience.  Browser-based crypto mining sounds like a dream: Just open a webpage, let it run, and your computer starts earning crypto in the background. No bulky ASICs, no GPU farms, no long setup tutorials — just your browser doing the heavy…
    Bitcoin DeFi sees surge in mining participation despite drop in TVL
    Smart contract platform Rootstock, the home of decentralized finance (DeFi) on Bitcoin, saw a sharp increase in network security and mining engagement in the first quarter of 2025, even as activity cooled. Merged mining participation surged to an all-time high of 81%, up from 56.4% in Q4 2024, driven by the integration of major mining pools Foundry and SpiderPool, according to Messari’s first “State of Rootstock” report for 2025, shared with Cointelegraph. The heightened miner interest boosted Rootstock’s hash power to over 740 exahashes per second, surpassing the total Bitcoin network hashrate recorded in October 2024. As a result, the network is now considered to be in a “mature phase” of merged mining growth. The increased security coincided with a 60% reduction in transaction fees, imp…
    Sweat wallet adds AI assistant, expands to multichain DeFi
    Sweat, a move-to-earn platform that rewards users for physical activity, has launched a personalized AI agent and expanded its multichain infrastructure. The update is designed to improve user onboarding by offering interactive guidance and simplifying asset management across blockchains. The AI agent, named Mia (short for Movement in Action), is powered by Near.AI — an open-source AI model platform with crosschain capabilities. Integrated into the Sweat wallet, Mia helps users to bridge, swap and manage their crypto rewards without needing deep crypto knowledge.. Sweat is rolling out support for Base, Ethereum, Arbitrum and BNB Chain. Within the app, users can now bridge assets and swap native tokens across networks, with the option to pay gas fees in Sweat (SWEAT) tokens. Sweat co-founde…
    Ethereum price finally ‘breaking out,’ data suggests — Is $3K ETH next?
    Key takeaways: Ether breaks multimonth downtrend as traders target $3,000 ETH price. Ethereum TVL surges 41% to $52.8 billion in 30 days, with a 22% rise in daily transactions to 1.34 million, signaling strong network recovery. Technicals show ETH price faces major resistance at $2,100-$2,800. Ether is setting up for a recovery toward the $3,000 psychological level, backed by recovering network activity, increasing TVL, and strong technicals.  Ether price seeks a return to $3K Ether (ETH) looks to end its downtrend that has been in play since mid-December after it turned away from its 10-month high of $4,100. Crypto technical analyst Mikybull Crypto shared a chart showing the ETH price breaking above a six-month descending trendline, with $2,000 and $2,250 being key resistance levels t…
    What is VanEck’s Onchain Economy ETF ($NODE) and how does it work?
    What is ​VanEck's Onchain Economy ETF ($NODE) VanEck’s Onchain Economy ETF ($NODE) exposes investors to companies driving blockchain adoption across multiple industries. The fund is scheduled to begin trading on May 14, 2025, following its inception on May 13, 2025. As the global economy shifts to a digital core, NODE offers active equity investment in real-world companies shaping that future. This ETF is actively managed, meaning a portfolio manager and not just an algorithm, selects the included stocks. The ETF may allocate up to 25% of its assets to crypto-linked exchange-traded products (ETPs) via a Cayman Islands subsidiary, providing indirect exposure to digital assets while adhering to US tax regulations. With a management fee of 0.69%, $NOD…
    Microsoft-backed Space and Time mainnet launches with major builders
    Space and Time, a blockchain project supported by Microsoft, has launched its public, permissionless mainnet to bring zero-knowledge (ZK)-proven data infrastructure to crypto applications. Built by MakeInfinite Labs, Space and Time offers a decentralized, verifiable database for smart contracts to query historical, crosschain and offchain data, according to a news release shared with Cointelegraph. The platform indexes data from major networks like Ethereum and makes it accessible through a decentralized network of validators. Developers can query this data using Space and Time’s Proof of SQL — a sub-second ZK coprocessor that delivers cryptographic proofs with every query. “Prior to Space and Time, onchain applications had no way to query basic user data from a database of blockchain acti…
    Doodles NFT sales surge 97% ahead of DOOD token airdrop
    Doodles’ non-fungible token (NFTs) sales surged by 97% in the last 24 hours as digital collectible traders anticipate the project’s token generation event and airdrop.  On May 8, data from CryptoSlam showed Doodles NFT sales topping $1.1 million, nearly doubling the previous day’s total. The spike placed Doodles in the third spot for daily NFT sales, following DMarket and Courtyard NFTs. Over the past week, Doodles recorded $2.6 million in total sales volume, up 368% from the week prior and ranking fifth among all NFT collections, according to CryptoSlam. The surge comes ahead of the launch of Doodles’ long-awaited DOOD token. The project announced on May 7 that the token generation event will take place on May 9. Source: Doodles Doodles to launch DOOD token and airdrop  Doodles announced …
    Pectra features already in use: Ethereum EIP-7702 wallets roll out
    The Ethereum Pectra upgrade introduced a significant upgrade in account abstraction accessibility, with multiple wallets already implementing the change. Pectra introduced Ethereum Improvement Proposal (EIP) 7702, a change that Ivo Georgiev, founder and CEO of self-custodial smart wallet Ambire, described as “the single greatest UX upgrade to Ethereum so far.” Ambire is among the wallet providers that have already rolled out support for the new features since Pectra went live yesterday. Ambire’s announcement shared with Cointelegraph explains that EIP-7702 brings smart account functionality to existing user accounts, letting them temporarily act as smart contracts. This results in the advantages of account abstraction being accessible without creating new dedicated onchain addresses, rende…
  • Open

    SEC, Ripple Ink $50M Settlement Agreement, Ask NY Judge for Green Light
    District Judge Analisa Torres ordered Ripple to pay the SEC a $125 million fine last year. Under the new settlement agreement, Ripple will get the majority of that money back.  ( 25 min )
    Anna Kazlauskas: Data Ownership in the Age of AI
    The co-founder of Vana is building data DAOs and decentralized marketplaces to create an ecosystem of user-owned data. She will give the keynote at the AI Summit at Consensus May 16.  ( 32 min )
    Coinbase Stock Falls After Earnings Disappoints Wall Street on Market Volatility
    The crypto exchange cited a drop in crypto prices as a result of U.S. President Donald Trump’s tariff policy and macroeconomic uncertainty as the reason behind the weak quarter.  ( 25 min )
    Coinbase's $2.9B Deribit Deal a 'Legitimate Threat' for Peers, Wall Street Analysts Say
    The acquisition makes Coinbase the largest crypto derivatives platform and a credible rival to Binance.  ( 25 min )
    Meta Is Looking to Enter Red-Hot Stablecoin Market: Fortune
    The tech giant reportedly also hired a vice president of product with crypto experience to help with the stablecoin efforts.  ( 25 min )
    Celsius Founder Alex Mashinsky Sentenced to 12 Years in Prison for Fraud
    Mashinsky pled guilty to securities and commodities fraud charges last December.  ( 24 min )
    Senate Votes Against Advancing Stablecoin Bill, Delaying Process as Trump Concerns Fester
    Last-minute Democrat objections led to a failed vote to move into debate on a top crypto industry legislative priority to regulate dollar-based tokens.  ( 29 min )
    Bitcoin $120K Target for 2Q May Be Too Conservative: Standard Chartered
    Spot bitcoin ETF net inflows totaled over $4 billion in the last three weeks, when adjusted for hedge fund basis trades, the bank said.  ( 25 min )
    Bitcoin Tops $100K for First Time in 3 Months; Are Upside Targets Too Low?
    The price has jumped 33% in a few weeks after plunging to $75,000 in the days following President Trump's early April Liberation Day tariff announcement.  ( 25 min )
    Senate Republicans Making Plea to Get on With Stablecoin Debate
    Once-allied Democrats continue to drag their heels on the first big crypto bill, leaving a key vote in doubt as GOP Majority Leader Thune calls for action.  ( 29 min )
    Crypto for Advisors: Trends in Tokenizing Real-World Assets
    Tokenization turns real-world assets into blockchain tokens, boosting efficiency, liquidity and accessibility. Learn about why Ethereum is the current leader in this space.  ( 29 min )
    Breakout Alert: Ether, Bitcoin Cash-Bitcoin Ratio Break Downtrends as DOGE, SHIB Bottom Out
    ETH, BCH and top memecoins are flashing bullish chart patterns.  ( 25 min )
    GSR’s Josh Riezman on Regulation, Risk, and Readying Crypto for the Next Phase
    The market-maker, investor and asset manager aims to be a “one-stop shop for market participants,” says its Chief Strategy Officer. Riezman is a speaker at Consensus 2025 May 14-16.  ( 29 min )
    Superstate Expands Into Tokenized Equities; SOL Strategies to Be First Listing
    The company's "Opening Bell" platform lets SEC-registered shares trade on-chain, bridging crypto and public equity markets.  ( 24 min )
    How the Democrats’ Path to 2026 Victory Goes Through Decentralized Crypto
    The current draft of the GENIUS Act elevates centralized entities in overseeing stablecoins. Democrats should take the right stand against it, says Hermine Wong.  ( 30 min )
    Coinbase Enters U.S. Crypto Options Market With $2.9B Deribit Deal
    The deal includes $700 million in cash and 11 million shares of Coinbase Class A common stock.  ( 25 min )
    Much-Awaited Fed Rate Cut May Not Come Before Q4, ING Says
    Delayed rate cuts could be more aggressive when they happen, the investment bank said.  ( 24 min )
    Stripe Unveils Payments Products Powered by 'Gale-Force Tailwind' Stablecoins
    Stripe has launched a new money management service powered by stablecoins  ( 23 min )
    CoinDesk 20 Performance Update: Index Surges 6.2% as All Assets Trade Higher
    Sui (SUI) jumped 16.4% and Bitcoin Cash (BCH) gained 15.6%, leading the index higher.  ( 22 min )
    98% of Tokens on Pump.Fun Have Been Rug Pulls or an Act of Fraud, New Report Says
    Seven millions tokens have been launched in pump.fun since its inception in 2024.  ( 25 min )
    Ether-Bitcoin Ratio Signals ETH is 'Extremely Undervalued,' But Headwinds Remain: CryptoQuant
    Undervaluation signals have previously preceded ETH rallies, but surging supply, flat demand, and weakened burn mechanics complicate the outlook.  ( 27 min )
    Sei Wants To Cut Cosmos Compatibility and Go All-In on Ethereum
    The move comes as blockchain infrastructure builders compete to draw in developers and expand their orbits.  ( 27 min )
    Crypto Daybook Americas: Trump Trade Tease Lifts Market While Movement's Fees Evaporate
    Your day-ahead look for May 8, 2025  ( 37 min )
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    Prepare for your iOS interview
    Preparing for an iOS developer interview can be a daunting task, especially when you're trying to master both conceptual questions and practical coding challenges. Whether you're just starting your iOS development journey or gearing up for your next ...  ( 4 min )
    How to Use Arrow Functions in PHP 7.4+
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    Free GenAI 65-Hour Bootcamp
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    A Brief Introduction to Web Components
    In a previous article, I gave a brief introduction to React. This tutorial introduces an alternative approach to building a component-based frontend. It covers the fundamentals of Web Components to build modular, reusable elements for your web applic...  ( 7 min )
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    Perodua Showcases Latest EMO EV Concept At MAS 2025
    Perodua has pulled the covers off the latest iteration of its Electric Motion Online (EMO) EV concept at the Malaysia Autoshow 2025 (MAS 2025), held at MAEPS Serdang. This is the third showing in the series following the miniature eMO-II from KLIMS last year, and it’s shaping up to be the last stop before the […] The post Perodua Showcases Latest EMO EV Concept At MAS 2025 appeared first on Lowyat.NET.  ( 18 min )
    Synology Launches DiskStation DS1825+ And DS1525+
    Synology announced two new DiskStation Network-attached Storage (NAS) models today. The two models are the DS1825+ and DS1525+, and both have been released less than a month after the launch of the DS925+. The DS1825+ is the largest of the two, featuring an 8-bay expansion unit with support of up to 360TB of raw storage. […] The post Synology Launches DiskStation DS1825+ And DS1525+ appeared first on Lowyat.NET.  ( 15 min )
    Samsung Galaxy S25 Edge To Launch On 13 May
    Samsung is officially introducing the latest addition to its Galaxy S25 family, the Galaxy S25 Edge, during a virtual event on 13 May 2025 at 9AM KST, or 8AM here in Malaysia. The blog post announcing the smartphone’s launch date keeps details on the device scarce, although much has already been speculated about the phone. […] The post Samsung Galaxy S25 Edge To Launch On 13 May appeared first on Lowyat.NET.  ( 16 min )
    OPPO Reno14 Series Renders Leak; Base, Pro Models Identical
    Leakster @evleaks posted a series of pictures on X of what is apparently the OPPO Reno14. The renders somewhat support a previous leak which indicated that the phone will have a triple-camera setup at its back. The post also displays the various colours the device could be made available in, which are white, black, and […] The post OPPO Reno14 Series Renders Leak; Base, Pro Models Identical appeared first on Lowyat.NET.  ( 15 min )
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    The Download: AI benchmarks, and Spain’s grid blackout
    This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. How to build a better AI benchmark It’s not easy being one of Silicon Valley’s favorite benchmarks.  SWE-Bench (pronounced “swee bench”) launched in November 2024 as a way to evaluate an AI model’s…  ( 21 min )

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    Malaysia's Krenovator secures seed funding to enhance AI-powered tech talent platform
    Krenovator Technology Sdn. Bhd., a Malaysia-based artificial intelligence (AI)-powered tech talent platform, announced Monday that it has secured seed funding from Ignite Asia, a venture capital and private equity principals firm in Singapore and Malaysia.  ( 6 min )

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    Local cosmetics sector can be launchpad to position Malaysia as innovation-led economy: Sirim chief tech officer
    SHAH ALAM: The Malaysian cosmetics sector can serve as a launchpad to position the nation as an innovation-led economy, said Sirim Bhd chief technolog...  ( 3 min )
    Three Omani innovators selected for ITEX 2025 in Malaysia
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    Malaysia attracts US$3.7 billion in digital investments, solidifying
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    MDV powers Malaysia's tech innovation with over RM13bil financing
    KUALA LUMPUR: Malaysia Debt Ventures Bhd (MDV) has emerged as a key enabler of the nation’s innovation and digital transformation agenda, with more than RM13 billion channelled into over 1,000 high-impact, technology-driven projects.  ( 7 min )

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    [UPDATED] Malaysia and Maldives explore new ties in solar, defence, and digital tech [WATCH]
    PUTRAJAYA: Malaysia is eager to explore new avenues of cooperation with the Maldives, including floating solar energy, defence, and digital technology, says Datuk Seri Anwar Ibrahim.  ( 7 min )
    Retail & E-Commerce Innovation Marketing & Tech Summit: Malaysia 2025
    Retail & E-Commerce Innovation Marketing & Tech Summit: Malaysia 2025

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    Bits + Bytes: A Miscellany Of Technology
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    FORKLIFTACTION, B2B news service and business platform about forklifts and materials handling
    FORKLIFTACTION, B2B news service and business platform about forklifts and materials handling

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    Malaysia remains 9th largest global exporter of high-tech products
    Malaysia successfully maintained its position as the ninth-largest exporter of high-tech goods out of 143 economies in 2023, the highest recognition it has achieved in the past decade, Bernama has reported.  ( 5 min )

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    Malaysia remains 9th largest global exporter of high-tech products
    Malaysia’s high-tech exports increased by 2 billion USD to reach 127 billion USD in 2023. He said high-tech exports comprised 58.69% of total manufacturing exports in 2023, up from 52.48% recorded in 2022.  ( 9 min )
    UK agrees to assist Malaysia in technology, new energy
    The UK has agreed to collaborate with Malaysia in various fields, including technology and new energy management, said Deputy Prime Minister Datuk Seri Fadillah Yusof.  ( 8 min )
    Need to embrace technological advancements, sustainable practices discussed at country's premier real estate event
    Industry leaders, policymakers, investors and experts explored the future of Malaysia's real estate landscape at the National Real Estate Convention (NREC) 2025 held here recently.  ( 7 min )

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    Cooperations with China continue to drive Malaysia's tech ambitions: experts
    Cooperations with China continue to drive Malaysia's tech ambitions: experts-  ( 3 min )
    IBM Tech Innovation Summit
    Seats are limited. Register now!  ( 2 min )

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    Alabama’s Pursell Agri-Tech teams with Wastech on fertilizer venture in Malaysia
    Pursell and Wastech Group are establishing a state-of-the-art facility in Malaysia to producte advanced controlled release fertilizers.  ( 5 min )
2025-05-22T22:11:44.397Z osmosfeed 1.15.1